{
 "title": "UK BUSINESS AI UNIVERSE: Talent",
 "built": "2026-10-31 17:13 UTC",
 "last_checked": "2026-10-29",
 "checked_range": [
  "2026-10-29",
  "2026-10-29"
 ],
 "as_of": "2026-10-29",
 "buckets": [
  {
   "key": "co",
   "label": "Companies",
   "color": "#d1495b",
   "count": 0
  },
  {
   "key": "inv",
   "label": "Investors and funds",
   "color": "#2e86de",
   "count": 0
  },
  {
   "key": "deal",
   "label": "Deals",
   "color": "#10ac84",
   "count": 0
  },
  {
   "key": "prog",
   "label": "Schemes, programmes and AI lines",
   "color": "#f39c12",
   "count": 93
  },
  {
   "key": "site",
   "label": "Data centres and compute sites",
   "color": "#8e44ad",
   "count": 0
  },
  {
   "key": "org",
   "label": "Networks, bodies, events and media",
   "color": "#34495e",
   "count": 0
  },
  {
   "key": "part",
   "label": "Partnerships and contracts",
   "color": "#e67e22",
   "count": 0
  },
  {
   "key": "prod",
   "label": "Chips, models and products",
   "color": "#e84393",
   "count": 0
  },
  {
   "key": "person",
   "label": "People",
   "color": "#9bbf00",
   "count": 401
  }
 ],
 "divisions": [
  {
   "key": "people",
   "label": "People",
   "count": 183,
   "depts": [
    {
     "dept": "frontier AI research",
     "count": 11
    },
    {
     "dept": "legal AI",
     "count": 10
    },
    {
     "dept": "venture building",
     "count": 9
    },
    {
     "dept": "language models",
     "count": 8
    },
    {
     "dept": "AI chips",
     "count": 7
    },
    {
     "dept": "drug discovery",
     "count": 5
    },
    {
     "dept": "AI video",
     "count": 4
    },
    {
     "dept": "AI voice",
     "count": 4
    },
    {
     "dept": "image and media generation models",
     "count": 4
    },
    {
     "dept": "AI agents",
     "count": 4
    },
    {
     "dept": "AI training data",
     "count": 4
    },
    {
     "dept": "knowledge graphs",
     "count": 4
    },
    {
     "dept": "defence AI",
     "count": 4
    },
    {
     "dept": "voice assistants",
     "count": 3
    },
    {
     "dept": "biology foundation models",
     "count": 3
    },
    {
     "dept": "materials discovery",
     "count": 3
    },
    {
     "dept": "algorithm discovery",
     "count": 3
    },
    {
     "dept": "AI safety research",
     "count": 3
    },
    {
     "dept": "LLM evaluation tools",
     "count": 3
    },
    {
     "dept": "AI security agents",
     "count": 3
    },
    {
     "dept": "AI customer service agents",
     "count": 3
    },
    {
     "dept": "engineering simulation",
     "count": 2
    },
    {
     "dept": "forecasting",
     "count": 2
    },
    {
     "dept": "cloud",
     "count": 2
    },
    {
     "dept": "AI research",
     "count": 2
    },
    {
     "dept": "optical computing",
     "count": 2
    },
    {
     "dept": "reversible computing",
     "count": 2
    },
    {
     "dept": "GPU and chip design",
     "count": 2
    },
    {
     "dept": "AI software development",
     "count": 2
    },
    {
     "dept": "AI governance",
     "count": 2
    },
    {
     "dept": "AI software",
     "count": 2
    },
    {
     "dept": "AI film and TV production",
     "count": 2
    },
    {
     "dept": "AI video editing",
     "count": 2
    },
    {
     "dept": "AI film editing",
     "count": 2
    },
    {
     "dept": "AI writing tools",
     "count": 2
    },
    {
     "dept": "AI skills training",
     "count": 2
    },
    {
     "dept": "AI tutoring",
     "count": 2
    },
    {
     "dept": "financial services AI",
     "count": 2
    },
    {
     "dept": "energy software",
     "count": 2
    },
    {
     "dept": "energy forecasting",
     "count": 2
    },
    {
     "dept": "health AI",
     "count": 2
    },
    {
     "dept": "eye health AI",
     "count": 2
    },
    {
     "dept": "AI physiotherapy",
     "count": 2
    },
    {
     "dept": "general-purpose AI models",
     "count": 1
    },
    {
     "dept": "autonomous driving",
     "count": 1
    },
    {
     "dept": "protein design",
     "count": 1
    },
    {
     "dept": "neurosymbolic AI",
     "count": 1
    },
    {
     "dept": "physics simulation",
     "count": 1
    },
    {
     "dept": "cloud and AI software",
     "count": 1
    },
    {
     "dept": "cloud compute",
     "count": 1
    },
    {
     "dept": "data and AI platforms",
     "count": 1
    },
    {
     "dept": "enterprise software",
     "count": 1
    },
    {
     "dept": "AI services",
     "count": 1
    },
    {
     "dept": "semiconductors",
     "count": 1
    },
    {
     "dept": "chip design",
     "count": 1
    },
    {
     "dept": "optical networking",
     "count": 1
    },
    {
     "dept": "photonic chips",
     "count": 1
    },
    {
     "dept": "engineering AI",
     "count": 1
    },
    {
     "dept": "AI code testing",
     "count": 1
    },
    {
     "dept": "developer tools",
     "count": 1
    },
    {
     "dept": "AI agent billing",
     "count": 1
    },
    {
     "dept": "AI productivity software",
     "count": 1
    },
    {
     "dept": "AI agent security",
     "count": 1
    },
    {
     "dept": "AI music",
     "count": 1
    },
    {
     "dept": "AI storytelling",
     "count": 1
    },
    {
     "dept": "decision intelligence",
     "count": 1
    },
    {
     "dept": "consumer finance AI",
     "count": 1
    },
    {
     "dept": "biometric verification",
     "count": 1
    },
    {
     "dept": "risk intelligence",
     "count": 1
    },
    {
     "dept": "legal services",
     "count": 1
    },
    {
     "dept": "autonomous vehicles",
     "count": 1
    },
    {
     "dept": "humanoid robots",
     "count": 1
    },
    {
     "dept": "warehouse robotics",
     "count": 1
    },
    {
     "dept": "lab automation",
     "count": 1
    },
    {
     "dept": "security AI",
     "count": 1
    },
    {
     "dept": "defence simulation",
     "count": 1
    },
    {
     "dept": "medical imaging AI",
     "count": 1
    },
    {
     "dept": "cardiology AI",
     "count": 1
    },
    {
     "dept": "clinical AI assistants",
     "count": 1
    },
    {
     "dept": "respiratory diagnostics",
     "count": 1
    }
   ]
  },
  {
   "key": "investors-and-operators",
   "label": "Investors and operators",
   "count": 92,
   "depts": [
    {
     "dept": "Investors and operators",
     "count": 92
    }
   ]
  },
  {
   "key": "programmes-and-fellowships",
   "label": "Programmes and fellowships",
   "count": 78,
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "count": 77
    },
    {
     "dept": "programmes and fellowships",
     "count": 1
    }
   ]
  },
  {
   "key": "researchers",
   "label": "Researchers",
   "count": 62,
   "depts": [
    {
     "dept": "Researchers",
     "count": 25
    },
    {
     "dept": "large language models",
     "count": 3
    },
    {
     "dept": "biology",
     "count": 3
    },
    {
     "dept": "machine learning research",
     "count": 2
    },
    {
     "dept": "AI for science",
     "count": 2
    },
    {
     "dept": "AI video",
     "count": 2
    },
    {
     "dept": "drug discovery",
     "count": 2
    },
    {
     "dept": "industrial research lab",
     "count": 2
    },
    {
     "dept": "life sciences",
     "count": 1
    },
    {
     "dept": "artificial general intelligence",
     "count": 1
    },
    {
     "dept": "world models",
     "count": 1
    },
    {
     "dept": "autonomous driving",
     "count": 1
    },
    {
     "dept": "AI safety",
     "count": 1
    },
    {
     "dept": "software verification",
     "count": 1
    },
    {
     "dept": "computer vision",
     "count": 1
    },
    {
     "dept": "robotics",
     "count": 1
    },
    {
     "dept": "voice assistants",
     "count": 1
    },
    {
     "dept": "games",
     "count": 1
    },
    {
     "dept": "inclusive design",
     "count": 1
    },
    {
     "dept": "cyber security",
     "count": 1
    },
    {
     "dept": "cognitive science",
     "count": 1
    },
    {
     "dept": "statistical machine learning",
     "count": 1
    },
    {
     "dept": "graph neural networks",
     "count": 1
    },
    {
     "dept": "AI assistants",
     "count": 1
    },
    {
     "dept": "AI ethics",
     "count": 1
    },
    {
     "dept": "education",
     "count": 1
    },
    {
     "dept": "generative media models",
     "count": 1
    },
    {
     "dept": "AI chips",
     "count": 1
    },
    {
     "dept": "materials science",
     "count": 1
    }
   ]
  },
  {
   "key": "public-sector-ai-leaders",
   "label": "Public-sector AI leaders",
   "count": 36,
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "count": 36
    }
   ]
  },
  {
   "key": "founders-and-chief-executives",
   "label": "Founders and chief executives",
   "count": 21,
   "depts": [
    {
     "dept": "Founders and chief executives",
     "count": 21
    }
   ]
  },
  {
   "key": "schemes-programmes-and-ai-lines",
   "label": "Schemes, programmes and AI lines",
   "count": 15,
   "depts": [
    {
     "dept": "venture building",
     "count": 1
    },
    {
     "dept": "PhD venture building",
     "count": 1
    },
    {
     "dept": "accelerator",
     "count": 1
    },
    {
     "dept": "venture studio",
     "count": 1
    },
    {
     "dept": "AI accelerator",
     "count": 1
    },
    {
     "dept": "company builder",
     "count": 1
    },
    {
     "dept": "pre-seed investment",
     "count": 1
    },
    {
     "dept": "incubator",
     "count": 1
    },
    {
     "dept": "growth programmes",
     "count": 1
    },
    {
     "dept": "AI hub",
     "count": 1
    },
    {
     "dept": "data science training",
     "count": 1
    },
    {
     "dept": "university accelerator",
     "count": 1
    },
    {
     "dept": "tech skills",
     "count": 1
    },
    {
     "dept": "AI scholarships",
     "count": 1
    },
    {
     "dept": "AI fellowship",
     "count": 1
    }
   ]
  },
  {
   "key": "uk-heads-of-foreign-firms",
   "label": "UK heads of foreign firms",
   "count": 7,
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "count": 7
    }
   ]
  }
 ],
 "colleges": [],
 "nodes": [
  {
   "id": "BIZ-SVC-024",
   "name": "AI Skills Boost (government and industry AI training programme)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": "On 28 January 2026 the government expanded the programme to aim for 10 million workers with AI skills by 2030, adding new partners; the page was updated on 19 October 2026.",
   "one_line": "A government programme, run with technology and consulting firms, that offers free AI training to UK workers.",
   "description": "On 13 June 2025 the government met technology firms, including Accenture, IBM, Microsoft, Google, Amazon, Salesforce, Sage and SAS, and set a target of training 7.5 million workers in AI skills. On 28 January 2026 it launched the expanded AI Skills Boost, aiming at 10 million workers by 2030. Founding partners include Accenture, Amazon, Barclays, BT, Google, IBM, Intuit, Microsoft, Sage, SAS and Salesforce; new partners include Cisco, Cognizant, Multiverse, Pax8, techUK, the NHS, the CBI, the FSB, the IoD and the LGA. PwC is the delivery partner. Courses are listed on an AI Skills Portal and benchmarked by Skills England. The government side belongs on the Government site. [Round 4, 30 Oct 2026] BIG TECH IN THE UK: Government–industry partnership to train 7.5 million UK workers in AI by 2030, widened to 10 million in January 2026; 1.7 million courses completed. [Round 4, 30 Oct 2026] TALENT: Government and industry programme giving free AI training for work, expanded in January 2026 to aim at 10 million workers by 2030. [Round 4, 30 Oct 2026] definition: \"AI (artificial intelligence) Skills Boost is a government-industry initiative to improve UK workforce readiness\" (explainer published 28 January 2026, updated 10 September 2026) [Round 4, 30 Oct 2026] founding industry partners: Accenture, Amazon, Barclays, BT, Google, IBM, Intuit, Microsoft, Sage, SAS, Salesforce (11) [Round 4, 30 Oct 2026] new partners (28 January 2026): British Chambers of Commerce, Cisco, Cognizant, CBI, Department for Education, DWP, Federation of Small Businesses, Institute of Directors, Local Government Association, Multiverse, NHS, Pax8, techUK; PwC listed as \"Delivery Partner\" [Round 4, 30 Oct 2026] new partners (6 June 2026): Adobe, Chartered Management Institute, Digital Boost, Enterprise Nation, HP, ICAEW, Make UK, Pearson [Round 4, 30 Oct 2026] target: Upskill 10 million UK workers by 2030 (raised from 7.5 million at the June 2025 launch) [Round 4, 30 Oct 2026] courses completed: 1,001,147 as of January 2026; over 1.7 million by June 2026 (self-reported by partners) [Round 4, 30 Oct 2026] delivery platform and benchmark: Courses hosted on the AI Skills Hub and checked against Skills England's AI foundation skills for work benchmark; completers can earn a virtual AI foundations badge",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "AI skills",
    "training",
    "public policy"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "AI skills",
   "function": "A government programme, run with technology and consulting firms, that offers free AI training to UK workers.",
   "affiliation": "Services and skills",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
    "https://www.gov.uk/government/news/tech-giants-join-government-to-kick-off-plans-to-boost-british-worker-ai-skills",
    "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
    "https://www.gov.uk/government/publications/ai-skills-boost-explainer/ai-skills-boost-explainer",
    "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Free AI training for all, as government and industry programme expands to provide 10 million workers with key AI skills by 2030\" (published 28 January 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/tech-giants-join-government-to-kick-off-plans-to-boost-british-worker-ai-skills",
     "quotes": [
      "we expect around 10 million workers to be using AI in their day-to-day role by 2035\" (published 14 June 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
     "quotes": [
      "train 7.5 million UK workers in essential skills to use AI by 2030"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-skills-boost-explainer/ai-skills-boost-explainer",
     "quotes": [
      "AI (artificial intelligence) Skills Boost is a government-industry initiative to improve UK workforce readiness"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future",
     "quotes": [
      "AI Skills Boost welcomes new partners Adobe,",
      "Make UK and Pearson, onboard today."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-002",
     "name": "Accenture UK (Data and AI practice)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-002",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-010",
     "name": "PwC UK (AI practice)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-010",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-021",
     "name": "IBM UK (AI consulting and AI skills)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-021",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-022",
     "name": "Cognizant UK (AI skills partner)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-022",
     "page_label": "Services and skills"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-BIST-002",
     "name": "Department for Science, Innovation and Technology (DSIT) — functions moved to BIST",
     "page": "government",
     "href": "../../government/bist/#org=GOV-BIST-002",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-002",
     "name": "Accenture UK (Data and AI practice)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-002",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-021",
     "name": "IBM UK (AI consulting and AI skills)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-021",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-022",
     "name": "Cognizant UK (AI skills partner)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-022",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-010",
     "name": "PwC UK (AI practice)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-010",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: member_of",
     "id": "BIZ-BIG-2006",
     "name": "SAS (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2006",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: member_of",
     "id": "BIZ-BIG-2007",
     "name": "Intuit (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2007",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: member_of",
     "id": "BIZ-BIG-2008",
     "name": "Cisco (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2008",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-2034",
     "name": "Chartered Management Institute (CMI) — AI qualifications",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2034",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2062",
     "name": "Sage AI Fundamentals",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2062",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2063",
     "name": "Google Digital Garage (UK AI training)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2063",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2064",
     "name": "Cisco Networking Academy (UK AI training)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2064",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2065",
     "name": "Salesforce Trailhead (UK AI training)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2065",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2066",
     "name": "SAS Skill Builder for Students",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2066",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2074",
     "name": "AI Skills Hub",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2074",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-011",
     "name": "Google (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-011",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-026",
     "name": "Salesforce (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-026",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-2006",
     "name": "SAS (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2006",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-2007",
     "name": "Intuit (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2007",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-2008",
     "name": "Cisco (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2008",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-NET-001",
     "name": "techUK",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-001",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [
    {
     "kind": "supplies_government",
     "name": "Government: GOV:Department for Science, Innovation and Technology"
    },
    {
     "kind": "partner_of",
     "name": "Accenture"
    },
    {
     "kind": "partner_of",
     "name": "Amazon"
    },
    {
     "kind": "partner_of",
     "name": "Barclays"
    },
    {
     "kind": "partner_of",
     "name": "British Chambers of Commerce"
    },
    {
     "kind": "partner_of",
     "name": "BT"
    },
    {
     "kind": "partner_of",
     "name": "Cognizant"
    },
    {
     "kind": "partner_of",
     "name": "Confederation of British Industry"
    },
    {
     "kind": "partner_of",
     "name": "Federation of Small Businesses"
    },
    {
     "kind": "partner_of",
     "name": "IBM"
    },
    {
     "kind": "partner_of",
     "name": "Institute of Directors"
    },
    {
     "kind": "partner_of",
     "name": "Pax8"
    },
    {
     "kind": "partner_of",
     "name": "PwC"
    },
    {
     "kind": "partner_of",
     "name": "Sage"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Services and skills"
  },
  {
   "id": "BIZ-TAL-202",
   "name": "John Jumper",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-20",
   "status_detail": "The Royal Society listed him as \"Distinguished Scientist, Google DeepMind\" when he was elected a Fellow in 2025; no later change found.",
   "one_line": "Research scientist at Google DeepMind in London who led the AlphaFold protein-structure work; shared the 2024 Nobel Prize in Chemistry.",
   "description": "John Jumper is a scientist at Google DeepMind. The Nobel Foundation gives his affiliation at the time of the 2024 Chemistry prize as Google DeepMind, London. The prize was \"for protein structure prediction\". The Royal Society, which elected him a Fellow in 2025, says he led the development of AlphaFold2 and AlphaFold3. Google DeepMind's own post on the prize called him a Director. Role recorded as of the 2025 Royal Society listing; no 2026 source opened.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "John Jumper",
     "role": "Distinguished Scientist, Google DeepMind",
     "from": null,
     "source": "https://royalsociety.org/people/john-jumper-37403/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation",
    "AI development and training"
   ],
   "sectors": [
    "life sciences",
    "protein structure prediction"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research scientist at Google DeepMind in London who led the AlphaFold protein-structure work; shared the 2024 Nobel Prize in Chemistry.",
   "affiliation": "Talent",
   "sources": [
    "https://www.nobelprize.org/prizes/chemistry/2024/jumper/facts/",
    "https://royalsociety.org/people/john-jumper-37403/",
    "https://deepmind.google/blog/demis-hassabis-john-jumper-awarded-nobel-prize-in-chemistry/"
   ],
   "source_quotes": [
    {
     "url": "https://www.nobelprize.org/prizes/chemistry/2024/jumper/facts/",
     "quotes": [
      "Google DeepMind, London, United Kingdom",
      "for protein structure prediction"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://royalsociety.org/people/john-jumper-37403/",
     "quotes": [
      "Distinguished Scientist, Google DeepMind, Google",
      "Elected 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://deepmind.google/blog/demis-hassabis-john-jumper-awarded-nobel-prize-in-chemistry/",
     "quotes": [
      "Google DeepMind Director Dr. John Jumper",
      "for their work developing AlphaFold"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation",
    "AI development and training"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "life sciences",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-203",
   "name": "Shane Legg",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-04-02",
   "status_detail": "Google DeepMind described him as Co-Founder and Chief AGI Scientist in a post dated 2 April 2025; no later source opened.",
   "one_line": "Co-founder of DeepMind and its Chief AGI Scientist; works on the path to, and safety of, artificial general intelligence.",
   "description": "Shane Legg co-founded DeepMind in London in 2010 with Demis Hassabis and Mustafa Suleyman. In 2019 DeepMind called him its \"Chief Scientist\". In April 2025 Google DeepMind described him as \"Co-Founder and Chief AGI Scientist\" and named him as a co-author of its paper on a responsible path to AGI. Role recorded as of April 2025.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Shane Legg",
     "role": "Co-Founder and Chief AGI Scientist, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/blog/taking-a-responsible-path-to-agi/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "AI security and assurance"
   ],
   "sectors": [
    "artificial general intelligence",
    "AI safety"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Co-founder of DeepMind and its Chief AGI Scientist; works on the path to, and safety of, artificial general intelligence.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/blog/taking-a-responsible-path-to-agi/",
    "https://deepmind.google/blog/from-unlikely-start-up-to-major-scientific-organisation-entering-our-tenth-year-at-deepmind/"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/blog/taking-a-responsible-path-to-agi/",
     "quotes": [
      "Co-Founder and Chief AGI Scientist at Google DeepMind"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://deepmind.google/blog/from-unlikely-start-up-to-major-scientific-organisation-entering-our-tenth-year-at-deepmind/",
     "quotes": [
      "Chief Scientist\" (2019 post naming Shane Legg)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "artificial general intelligence",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-204",
   "name": "Zoubin Ghahramani",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "The Royal Society lists him as Vice President of Research at Google DeepMind and a Cambridge professor; page undated.",
   "one_line": "Vice President of Research at Google DeepMind and Professor of Information Engineering at Cambridge; known for probabilistic machine learning.",
   "description": "Zoubin Ghahramani is listed by the Royal Society as \"Vice President of Research, Google DeepMind, Google\" and as Professor of Information Engineering at the University of Cambridge. He was elected a Fellow of the Royal Society in 2015. The Society says he is known for contributions to probabilistic modelling and Bayesian nonparametric approaches to machine learning. The office he works from is not published on the page opened.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Zoubin Ghahramani",
     "role": "Vice President of Research, Google DeepMind",
     "from": null,
     "source": "https://royalsociety.org/people/zoubin-ghahramani-11487/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
    "machine learning research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Research at Google DeepMind and Professor of Information Engineering at Cambridge; known for probabilistic machine learning.",
   "affiliation": "Talent",
   "sources": [
    "https://royalsociety.org/people/zoubin-ghahramani-11487/"
   ],
   "source_quotes": [
    {
     "url": "https://royalsociety.org/people/zoubin-ghahramani-11487/",
     "quotes": [
      "Vice President of Research, Google DeepMind, Google",
      "known in particular for fundamental contributions to probabilistic modeling"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "machine learning research",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-205",
   "name": "Shakir Mohamed",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "The Royal Society describes him as a Director for Research at Google DeepMind in London; page undated.",
   "one_line": "Director for Research at Google DeepMind in London; works on technical and social questions in AI; co-founded the Deep Learning Indaba.",
   "description": "Shakir Mohamed is described by the Royal Society as \"a Director for Research at Google DeepMind in London\". The page says he works on technical and sociotechnical questions in AI research and development, co-founded the Deep Learning Indaba (a charity building AI capacity across Africa) and was included in the TIME 100 most influential people in AI.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Shakir Mohamed",
     "role": "Director for Research, Google DeepMind",
     "from": null,
     "source": "https://royalsociety.org/people/shakir-mohamed-25118/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "AI security and assurance"
   ],
   "sectors": [
    "machine learning research",
    "sociotechnical AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Director for Research at Google DeepMind in London; works on technical and social questions in AI; co-founded the Deep Learning Indaba.",
   "affiliation": "Talent",
   "sources": [
    "https://royalsociety.org/people/shakir-mohamed-25118/"
   ],
   "source_quotes": [
    {
     "url": "https://royalsociety.org/people/shakir-mohamed-25118/",
     "quotes": [
      "a Director for Research at Google DeepMind in London",
      "included in the TIME 100 most influential people in AI"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "machine learning research",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-206",
   "name": "Pushmeet Kohli",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Google DeepMind's 2024 podcast episode on AI for science names him VP of Research; no 2026 source opened.",
   "one_line": "Vice President of Research at Google DeepMind, speaking for its AI-for-science work.",
   "description": "Pushmeet Kohli is described by Google DeepMind as \"VP of Research at Google DeepMind\" in its 2024 podcast episode on AI supercharging scientific exploration. The page does not name the team he leads or his office. Role recorded as of 2024. [Round 4, 30 Oct 2026] title (November 2025): VP, Science and Strategic Initiatives, Google DeepMind [Round 4, 30 Oct 2026] public role: Member, AI for Science Strategy Expert Group (November 2025)",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pushmeet Kohli",
     "role": "VP of Research, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/discover/the-podcast/ai-supercharging-scientific-exploration-with-pushmeet-kohli/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "AI for science"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Research at Google DeepMind, speaking for its AI-for-science work.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/discover/the-podcast/ai-supercharging-scientific-exploration-with-pushmeet-kohli/",
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/discover/the-podcast/ai-supercharging-scientific-exploration-with-pushmeet-kohli/",
     "quotes": [
      "VP of Research at Google DeepMind"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "VP, Science and Strategic Initiatives, Google DeepMind"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference",
     "quotes": [
      "VP (Vice President), Science and Strategic Initiatives, Google DeepMind"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI for science",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-207",
   "name": "Oriol Vinyals",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Google DeepMind's 2024 podcast names him VP of Drastic Research and Gemini co-lead; no 2026 source opened.",
   "one_line": "Vice President of Drastic Research at Google DeepMind and co-lead of the Gemini models.",
   "description": "Oriol Vinyals is described by Google DeepMind as \"VP of Drastic Research and Gemini co-lead\" in its 2024 podcast episode on Gemini 2.0 and agentic AI. The page does not give his office. Role recorded as of 2024.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Oriol Vinyals",
     "role": "VP of Drastic Research and Gemini co-lead, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/discover/the-podcast/gemini-20-and-the-evolution-of-agentic-ai-with-oriol-vinyals/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "AI development and training"
   ],
   "sectors": [
    "large language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Drastic Research at Google DeepMind and co-lead of the Gemini models.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/discover/the-podcast/gemini-20-and-the-evolution-of-agentic-ai-with-oriol-vinyals/"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/discover/the-podcast/gemini-20-and-the-evolution-of-agentic-ai-with-oriol-vinyals/",
     "quotes": [
      "VP of Drastic Research and Gemini co-lead"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "large language models",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-208",
   "name": "Raia Hadsell",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-27",
   "status_detail": "Listed as VP of Research, Google DeepMind, by two 2026 event pages; first-named author of Google DeepMind's Genie 4 post of 27 October 2026.",
   "one_line": "Vice President of Research at Google DeepMind; leads work including the Genie world-simulation models.",
   "description": "Raia Hadsell is listed as \"VP of Research\" at Google DeepMind by the RAAIS 2026 speaker announcement (19 April 2026) and by the AI Engineer Europe 2026 talk page. She is the first-named author of Google DeepMind's post on Genie 4, a world-simulation model, dated 27 October 2026; that post gives no titles. Her office is not published on the pages opened. [Round 4, 30 Oct 2026] new public role and title: Named a UK AI Ambassador (20 November 2025) \"to champion the UK’s place at the forefront of AI innovation\"; title given as Vice President, Research at Google DeepMind",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Raia Hadsell",
     "role": "VP of Research, Google DeepMind",
     "from": null,
     "source": "https://press.airstreet.com/p/announcing-raais-2026-headline-speakers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Perceptual systems"
   ],
   "sectors": [
    "world models",
    "robotics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Research at Google DeepMind; leads work including the Genie world-simulation models.",
   "affiliation": "Talent",
   "sources": [
    "https://press.airstreet.com/p/announcing-raais-2026-headline-speakers",
    "https://ai.engineer/talks/how-google-deepmind-is-researching-the-next-frontier-of-ai-for-gemini-raia-hadsell-vp-of-researc",
    "https://deepmind.google/blog/genie-4-a-new-generation-of-world-simulation/",
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://press.airstreet.com/p/announcing-raais-2026-headline-speakers",
     "quotes": [
      "Raia Hadsell",
      "VP of Research\" (Google DeepMind; post 19 April 2026) (trade)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ai.engineer/talks/how-google-deepmind-is-researching-the-next-frontier-of-ai-for-gemini-raia-hadsell-vp-of-researc",
     "quotes": [
      "Vice President of Research, Google DeepMind\" (trade)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://deepmind.google/blog/genie-4-a-new-generation-of-world-simulation/",
     "quotes": [
      "byline \"Raia Hadsell, Diego Rivas, and Hang Qi"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Raia Hadsell will champion the UK’s place at the forefront of AI innovation"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "world models",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-209",
   "name": "Christopher Bishop",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-03-11",
   "status_detail": "Microsoft lists him as a Technical Fellow who founded Microsoft Research AI for Science; a Microsoft video of 11 March 2025 calls him Director of Microsoft Research.",
   "one_line": "Microsoft Technical Fellow who founded Microsoft Research AI for Science; former Lab Director of Microsoft Research Cambridge; author of standard machine-learning textbooks.",
   "description": "Christopher Bishop is a Technical Fellow at Microsoft and founded Microsoft Research AI for Science, which works on machine learning for the natural sciences. He was Lab Director of Microsoft Research Cambridge from 2015 to 2022. He wrote \"Pattern Recognition and Machine Learning\" (2006) and co-wrote \"Deep Learning: Foundations and Concepts\". He is a Fellow of the Royal Society (2017) and of the Royal Academy of Engineering (2004), and gave the 2008 Royal Institution Christmas Lectures. [Round 4, 30 Oct 2026] title (November 2025): Director of Microsoft Research AI for Science [Round 4, 30 Oct 2026] public role and title: Member, AI for Science Strategy Expert Group (terms of reference published 27 November 2025); listed as \"Technical Fellow, Microsoft Research AI for Science\"",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (Microsoft Research Cambridge, earlier role)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "Christopher Bishop",
     "role": "Technical Fellow; founder, Microsoft Research AI for Science",
     "from": null,
     "source": "https://www.microsoft.com/en-us/research/people/cmbishop/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation",
    "AI development and training"
   ],
   "sectors": [
    "AI for science"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Microsoft Technical Fellow who founded Microsoft Research AI for Science; former Lab Director of Microsoft Research Cambridge; author of standard machine-learning textbooks.",
   "affiliation": "Talent",
   "sources": [
    "https://www.microsoft.com/en-us/research/people/cmbishop/",
    "https://www.microsoft.com/en-us/research/video/director-of-microsoft-research-talks-ai-for-science-what-it-really-means/",
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference"
   ],
   "source_quotes": [
    {
     "url": "https://www.microsoft.com/en-us/research/people/cmbishop/",
     "quotes": [
      "Technical Fellow",
      "Microsoft Research AI for Science"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.microsoft.com/en-us/research/video/director-of-microsoft-research-talks-ai-for-science-what-it-really-means/",
     "quotes": [
      "Director of Microsoft Research talks AI for science (what it really means)\" (11 March 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Director of Microsoft Research AI for Science"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference",
     "quotes": [
      "Technical Fellow, Microsoft Research AI for Science"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI for science",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge (Microsoft Research Cambridge, earlier role)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Microsoft Research"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-210",
   "name": "Jamie Shotton",
   "bucket": "person",
   "status": "active",
   "status_date": "2021-09-13",
   "status_detail": "Wayve announced his appointment as Chief Scientist on 13 September 2021 and still lists him on its leadership page.",
   "one_line": "Chief Scientist at Wayve in London, leading its Science department; earlier built body-tracking for Microsoft's Kinect.",
   "description": "Jamie Shotton is Chief Scientist at Wayve, the London self-driving software company, where he leads the Science department. Wayve announced his appointment on 13 September 2021. Before that he was Partner Director of Science at Microsoft and Head of the Mixed Reality & AI Labs, where he shipped features for Kinect and worked on hand and eye tracking for HoloLens 2. Wayve says he was elected a Fellow of the Royal Academy of Engineering in 2021. [Round 4, 30 Oct 2026] current title: Chief Scientist, Wayve",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (Wayve HQ, 230-238 York Way)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Jamie Shotton",
     "role": "Chief Scientist, Wayve",
     "from": "2021-09-13",
     "source": "https://wayve.ai/company/leadership-team/jamie-shotton/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "autonomous driving",
    "computer vision"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Scientist at Wayve in London, leading its Science department; earlier built body-tracking for Microsoft's Kinect.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/jamie-shotton/",
    "https://wayve.ai/press/ai-technology-leader-dr-jamie-shotton-joins-wayve-as-chief-scientist/",
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/jamie-shotton/",
     "quotes": [
      "Chief Scientist at Wayve",
      "Partner Director of Science at Microsoft and Head of the Mixed Reality & AI Labs"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/press/ai-technology-leader-dr-jamie-shotton-joins-wayve-as-chief-scientist/",
     "quotes": [
      "Wayve appoints former Partner Director of Science at Microsoft, Dr. Shotton, as Chief Scientist\" (13 September 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Chief Scientist"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "autonomous driving",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London (Wayve HQ, 230-238 York Way)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-211",
   "name": "Lourdes Agapito",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Synthesia lists her as a co-founder and in its AI research leadership; page undated.",
   "one_line": "Co-founder of Synthesia and part of its AI research leadership; Professor of 3D Vision at University College London.",
   "description": "Lourdes Agapito is a co-founder of Synthesia, the London AI video company, and is listed under \"Synthesia AI Research leadership\". Synthesia says it does foundational research on 3D neural rendering with her and Matthias Niessner. She is Professor of 3D Vision in the Department of Computer Science at UCL. The Royal Academy of Engineering elected her a Fellow in September 2026, listing her as co-founder of Synthesia. [Round 4, 30 Oct 2026] honour: Elected Fellow of the Royal Academy of Engineering, September 2026; listed as UCL professor and Synthesia co-founder",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (UCL)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Lourdes Agapito",
     "role": "Co-Founder, Synthesia",
     "from": null,
     "source": "https://www.synthesia.io/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI development and training"
   ],
   "sectors": [
    "AI video",
    "3D computer vision"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Co-founder of Synthesia and part of its AI research leadership; Professor of 3D Vision at University College London.",
   "affiliation": "Talent",
   "sources": [
    "https://www.synthesia.io/about",
    "https://www.synthesia.io/research",
    "https://raeng.org.uk/news/new-fellows-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://www.synthesia.io/about",
     "quotes": [
      "Prof. Lourdes Agapito",
      "Co-Founder"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.synthesia.io/research",
     "quotes": [
      "foundational research with our co-founders Prof. Matthias Niessner (TUM) and Prof. Lourdes Agapito (UCL)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://raeng.org.uk/news/new-fellows-2026/",
     "quotes": [
      "Professor of 3D Vision, University College London; Co-Founder, Synthesia\" (24 September 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI development and training"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI video",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London (UCL)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "University College London"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-212",
   "name": "Matthias Niessner",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Synthesia lists him as a co-founder and in its AI research leadership; page undated.",
   "one_line": "Co-founder of Synthesia and part of its AI research leadership; professor at the Technical University of Munich, where he leads the Visual Computing Lab.",
   "description": "Matthias Niessner (listed on Synthesia's About page as \"Prof. Matt Niessner\") is a co-founder of Synthesia and is listed under its AI research leadership. Synthesia says it does foundational research on 3D neural rendering with him and Lourdes Agapito. He is a professor at the Technical University of Munich, where he leads the Visual Computing Lab. His academic base is outside the UK; the company is in London.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Munich (TUM)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Outside the UK"
   },
   "people": [
    {
     "name": "Matthias Niessner",
     "role": "Co-Founder, Synthesia",
     "from": null,
     "source": "https://www.synthesia.io/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI development and training"
   ],
   "sectors": [
    "AI video",
    "3D computer vision"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Co-founder of Synthesia and part of its AI research leadership; professor at the Technical University of Munich, where he leads the Visual Computing Lab.",
   "affiliation": "Talent",
   "sources": [
    "https://www.synthesia.io/about",
    "https://www.synthesia.io/research"
   ],
   "source_quotes": [
    {
     "url": "https://www.synthesia.io/about",
     "quotes": [
      "Prof. Matt Niessner",
      "Co-Founder"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.synthesia.io/research",
     "quotes": [
      "a Professor at the Technical University of Munich where I lead the Visual Computing Lab"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Munich (TUM)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-213",
   "name": "Neel Nanda",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "MIT Technology Review's Innovators Under 35 profile (2025 list) says he leads a team at Google DeepMind; no 2026 source opened.",
   "one_line": "Leads a mechanistic interpretability team at Google DeepMind, studying what happens inside AI models; co-published Gemma Scope.",
   "description": "MIT Technology Review named Neel Nanda among its Innovators Under 35 and says he \"leads a team at Google DeepMind\" working on mechanistic interpretability, a branch of AI safety that studies what models do internally. The profile says he co-published Gemma Scope, a set of over 400 sparse autoencoders for Google's Gemma 2 models. His office is not published on the page opened.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Neel Nanda",
     "role": "team lead, mechanistic interpretability, Google DeepMind",
     "from": null,
     "source": "https://www.technologyreview.com/innovator/neel-nanda/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI safety",
    "interpretability"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Leads a mechanistic interpretability team at Google DeepMind, studying what happens inside AI models; co-published Gemma Scope.",
   "affiliation": "Talent",
   "sources": [
    "https://www.technologyreview.com/innovator/neel-nanda/"
   ],
   "source_quotes": [
    {
     "url": "https://www.technologyreview.com/innovator/neel-nanda/",
     "quotes": [
      "leads a team at Google DeepMind",
      "a subfield of AI safety called mechanistic interpretability"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI safety",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-214",
   "name": "Miles Congreve",
   "bucket": "person",
   "status": "active",
   "status_date": "2022-05-01",
   "status_detail": "Named Chief Scientific Officer in Isomorphic Labs' first management team (1 May 2022); still on its leadership page.",
   "one_line": "Chief Scientific Officer of Isomorphic Labs in London; co-inventor of the breast-cancer drug Kisqali.",
   "description": "Miles Congreve is Chief Scientific Officer of Isomorphic Labs, the AI drug-discovery company founded by Demis Hassabis and headquartered at King's Cross, London. Isomorphic announced him in its first management team on 1 May 2022. He was earlier Chief Scientific Officer at Sosei Heptares and Director of Chemistry at Astex Pharmaceuticals, and a team leader at GlaxoSmithKline. Isomorphic says he is a co-inventor of Kisqali (ribociclib). [Round 4, 30 Oct 2026] current title: Chief Scientific Officer, Isomorphic Labs [Round 4, 30 Oct 2026] alumni_of: Sosei Heptares (same CSO role before Isomorphic Labs, per May 2022 announcement)",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (King's Cross)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Miles Congreve",
     "role": "Chief Scientific Officer, Isomorphic Labs",
     "from": "2022-05-01",
     "source": "https://www.isomorphiclabs.com/our-team"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Scientific Officer of Isomorphic Labs in London; co-inventor of the breast-cancer drug Kisqali.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team",
    "https://www.isomorphiclabs.com/people/miles-congreve-phd",
    "https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-first-phase-of-management-team",
    "https://www.isomorphiclabs.com/articles/isomorphic-labs-has-announced-the-opening-of-its-new-offices-in-lausanne-switzerland"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Miles Congreve, PhD",
      "Chief Scientific Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/people/miles-congreve-phd",
     "quotes": [
      "co-inventor of Kisqali® (Ribociclib), a marketed treatment for breast cancers"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-first-phase-of-management-team",
     "quotes": [
      "director of chemistry at Astex Pharmaceuticals\" (1 May 2022)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/articles/isomorphic-labs-has-announced-the-opening-of-its-new-offices-in-lausanne-switzerland",
     "quotes": [
      "The company's second location after its King's Cross headquarters in London"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London (King's Cross)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Sosei Heptares"
    },
    {
     "kind": "alumni_of",
     "name": "Astex Pharmaceuticals"
    },
    {
     "kind": "alumni_of",
     "name": "Sosei Heptares"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-215",
   "name": "Sarah Skerratt",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as Chief Research Officer on Isomorphic Labs' leadership page; start date not published.",
   "one_line": "Chief Research Officer at Isomorphic Labs, the London AI drug-discovery company.",
   "description": "Sarah Skerratt is listed as \"Chief Research Officer\" on the leadership page of Isomorphic Labs, which is headquartered at King's Cross, London. The page opened gives no start date or earlier roles. [Round 4, 30 Oct 2026] current title: Chief Research Officer, Isomorphic Labs",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (King's Cross)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Sarah Skerratt",
     "role": "Chief Research Officer, Isomorphic Labs",
     "from": null,
     "source": "https://www.isomorphiclabs.com/our-team"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Research Officer at Isomorphic Labs, the London AI drug-discovery company.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Sarah Skerratt, PhD",
      "Chief Research Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London (King's Cross)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-216",
   "name": "Dino Distefano",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-23",
   "status_detail": "Elected a Fellow of the Royal Academy of Engineering on 23 September 2026, listed as Research Engineer at Anthropic.",
   "one_line": "Research Engineer at Anthropic and Professor of Software Verification at Queen Mary University of London; elected FREng in 2026.",
   "description": "The Royal Academy of Engineering elected Dino Distefano a Fellow at its AGM on 23 September 2026 and lists him as \"Research Engineer, Anthropic; Professor of Software Verification, Queen Mary University of London\". The page does not say which Anthropic office he works from.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Dino Distefano",
     "role": "Research Engineer, Anthropic",
     "from": null,
     "source": "https://raeng.org.uk/news/new-fellows-2026/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "AI security and assurance"
   ],
   "sectors": [
    "software verification"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research Engineer at Anthropic and Professor of Software Verification at Queen Mary University of London; elected FREng in 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://raeng.org.uk/news/new-fellows-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://raeng.org.uk/news/new-fellows-2026/",
     "quotes": [
      "Research Engineer, Anthropic; Professor of Software Verification, Queen Mary University of London",
      "At its AGM on 23 September 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "software verification",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Queen Mary University of London"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-217",
   "name": "Andrea Vedaldi",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-24",
   "status_detail": "The Royal Academy of Engineering listed him as Research Scientist and Technical Lead at Meta when electing him a Fellow (announced 24 September 2025).",
   "one_line": "Research Scientist and Technical Lead at Meta and Professor of Computer Vision and Machine Learning at Oxford; elected FREng in 2025.",
   "description": "The Royal Academy of Engineering elected Andrea Vedaldi a Fellow in 2025 and lists him as \"Professor of Computer Vision and Machine Learning, University of Oxford; Research Scientist and Technical Lead, Meta\". The page does not say which Meta office he works from. Role recorded as of September 2025.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Andrea Vedaldi",
     "role": "Research Scientist and Technical Lead, Meta",
     "from": null,
     "source": "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-74-new-fellows/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "computer vision"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research Scientist and Technical Lead at Meta and Professor of Computer Vision and Machine Learning at Oxford; elected FREng in 2025.",
   "affiliation": "Talent",
   "sources": [
    "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-74-new-fellows/",
    "https://raeng.org.uk/about-us/fellowship/new-fellows-2025/"
   ],
   "source_quotes": [
    {
     "url": "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-74-new-fellows/",
     "quotes": [
      "Professor of Computer Vision and Machine Learning, University of Oxford; Research Scientist and Technical Lead, Meta\" (24 September 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://raeng.org.uk/about-us/fellowship/new-fellows-2025/",
     "quotes": [
      "Research Scientist and Technical Lead, Meta"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "computer vision",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-019",
     "name": "Meta (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-019",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-218",
   "name": "James Marshall",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-23",
   "status_detail": "Elected a Fellow of the Royal Academy of Engineering on 23 September 2026, listed as Founder Science Officer of Opteran Technologies.",
   "one_line": "Founder Science Officer of Opteran Technologies and Director of the Centre for Machine Intelligence at the University of Sheffield; elected FREng in 2026.",
   "description": "The Royal Academy of Engineering elected James Marshall a Fellow in September 2026 and lists him as \"Director, Centre for Machine Intelligence, University of Sheffield; Founder Science Officer, Opteran Technologies Ltd\". Opteran is a Sheffield-founded company; its office location was not opened in this session.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Sheffield (University of Sheffield role)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [
    {
     "name": "James Marshall",
     "role": "Founder Science Officer, Opteran Technologies Ltd",
     "from": null,
     "source": "https://raeng.org.uk/news/new-fellows-2026/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "robotics",
    "machine autonomy"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Founder Science Officer of Opteran Technologies and Director of the Centre for Machine Intelligence at the University of Sheffield; elected FREng in 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://raeng.org.uk/news/new-fellows-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://raeng.org.uk/news/new-fellows-2026/",
     "quotes": [
      "Director, Centre for Machine Intelligence, University of Sheffield; Founder Science Officer, Opteran Technologies Ltd"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "robotics",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Sheffield (University of Sheffield role)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-402",
     "name": "Opteran",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-402",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "University of Sheffield"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-219",
   "name": "Matt Henderson",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as VP Research on PolyAI's About page; start date not published.",
   "one_line": "Vice President of Research at PolyAI, the voice-assistant company founded out of Cambridge.",
   "description": "Matt Henderson is listed as \"VP Research\" on PolyAI's leadership page, alongside the co-founders. PolyAI builds voice assistants for customer service and lists offices in London, New York, San Francisco, Belgrade and Toronto. The page opened gives no start date or earlier roles. [Round 4, 30 Oct 2026] current title: VP Research, PolyAI",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Matt Henderson",
     "role": "VP Research, PolyAI",
     "from": null,
     "source": "https://poly.ai/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications"
   ],
   "sectors": [
    "voice assistants",
    "customer service"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Research at PolyAI, the voice-assistant company founded out of Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://poly.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://poly.ai/about",
     "quotes": [
      "Matt Henderson",
      "VP Research"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "voice assistants",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-220",
   "name": "Aditya Nori",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as Lab Director on the Microsoft Research Cambridge lab page; start date not published.",
   "one_line": "Lab Director of Microsoft Research Cambridge.",
   "description": "Aditya Nori is listed as \"Lab Director\" of Microsoft Research Lab – Cambridge, which gives addresses at 21 Station Road (CB1 2FB) and 198 Cambridge Science Park (CB4 0AB). The lab lists four areas: Future AI Infrastructure, Machine Intelligence, People-Centric AI and Research Engineering. Christopher Bishop held the post from 2015 to 2022.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "21 Station Road, Cambridge (CB1 2FB; null; null)",
    "postcode": "CB1 2FB",
    "lat": 52.194726,
    "lng": 0.135526,
    "region": "England: East of England",
    "admin_district": "Cambridge",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Aditya Nori",
     "role": "Lab Director, Microsoft Research Cambridge",
     "from": null,
     "source": "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "AI infrastructure"
   ],
   "sectors": [
    "industrial research lab"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Lab Director of Microsoft Research Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/"
   ],
   "source_quotes": [
    {
     "url": "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/",
     "quotes": [
      "Aditya Nori",
      "Lab Director"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "industrial research lab",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "21 Station Road, Cambridge (CB1 2FB; null; null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Microsoft Research Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-221",
   "name": "Katja Hofmann",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Microsoft lists her as Partner Research Manager co-leading People-Centric AI at Microsoft Research Cambridge.",
   "one_line": "Partner Research Manager at Microsoft Research Cambridge; co-leads its People-Centric AI area and earlier led the Game Intelligence team.",
   "description": "Katja Hofmann is a Partner Research Manager at Microsoft Research Cambridge. Microsoft says she co-leads the lab's People-Centric AI research area and earlier led the Game Intelligence team, now part of that area. Her page features Muse, which Microsoft calls its \"first generative AI model designed for gameplay ideation\"; the page does not state her role in it.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (Microsoft Research Cambridge)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "Katja Hofmann",
     "role": "Partner Research Manager, Microsoft Research Cambridge",
     "from": null,
     "source": "https://www.microsoft.com/en-us/research/people/kahofman/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "games",
    "reinforcement learning"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Partner Research Manager at Microsoft Research Cambridge; co-leads its People-Centric AI area and earlier led the Game Intelligence team.",
   "affiliation": "Talent",
   "sources": [
    "https://www.microsoft.com/en-us/research/people/kahofman/",
    "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/"
   ],
   "source_quotes": [
    {
     "url": "https://www.microsoft.com/en-us/research/people/kahofman/",
     "quotes": [
      "Partner Research Manager"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/",
     "quotes": [
      "Katja Hofmann",
      "Partner Research Manager"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "games",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge (Microsoft Research Cambridge)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Microsoft Research Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-222",
   "name": "Cecily Morrison",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Microsoft lists her as Senior Principal Research Manager at Microsoft Research Cambridge; she was appointed MBE for services to inclusive design (reported 10 October 2020).",
   "one_line": "Senior Principal Research Manager at Microsoft Research Cambridge; co-leads its Teachable AI Experience team; MBE for services to inclusive design.",
   "description": "Cecily Morrison is a Senior Principal Research Manager at Microsoft Research Cambridge, where she co-leads the Teachable AI Experience team (TAI X). Microsoft UK reported on 10 October 2020 that she had been awarded an MBE \"for services to inclusive design\"; that article covered Project Tokyo (assistive agents for blind and low-vision people) and Project Torino, released as Code Jumper.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (CB1 2FB; null; null)",
    "postcode": "CB1 2FB",
    "lat": 52.194726,
    "lng": 0.135526,
    "region": "England: East of England",
    "admin_district": "Cambridge",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Cecily Morrison",
     "role": "Senior Principal Research Manager, Microsoft Research Cambridge",
     "from": null,
     "source": "https://www.microsoft.com/en-us/research/people/cecilym/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI implementation"
   ],
   "sectors": [
    "inclusive design",
    "assistive technology"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Senior Principal Research Manager at Microsoft Research Cambridge; co-leads its Teachable AI Experience team; MBE for services to inclusive design.",
   "affiliation": "Talent",
   "sources": [
    "https://www.microsoft.com/en-us/research/people/cecilym/",
    "https://ukstories.microsoft.com/features/microsofts-cecily-morrison-awarded-mbe-for-services-to-inclusive-design/"
   ],
   "source_quotes": [
    {
     "url": "https://www.microsoft.com/en-us/research/people/cecilym/",
     "quotes": [
      "Senior Principal Research Manager",
      "Teachable AI Experience team (TAI X)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ukstories.microsoft.com/features/microsofts-cecily-morrison-awarded-mbe-for-services-to-inclusive-design/",
     "quotes": [
      "for services to inclusive design\" (10 October 2020)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "inclusive design",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge (CB1 2FB; null; null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Microsoft Research Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-223",
   "name": "Koray Kavukcuoglu",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-30",
   "status_detail": "Byline on Google's Gemini 4 Argon post of 30 September 2026 gives his title as SVP, Google DeepMind and Chief AI Architect, Google.",
   "one_line": "Senior Vice President at Google DeepMind and Google's Chief AI Architect; earlier DeepMind's VP of Research.",
   "description": "Koray Kavukcuoglu wrote Google's post introducing Gemini 4 Argon (30 September 2026), signed \"SVP, Google DeepMind and Chief AI Architect, Google\". DeepMind's 2019 tenth-year post named him its \"VP of Research\". He is also thanked in Google DeepMind's Genie 4 post of 27 October 2026. The office he works from is not published on the pages opened, so he may not be UK-based; the lead researcher should check before showing him under the UK.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Koray Kavukcuoglu",
     "role": "SVP, Google DeepMind and Chief AI Architect, Google",
     "from": null,
     "source": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Natural language applications"
   ],
   "sectors": [
    "large language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Senior Vice President at Google DeepMind and Google's Chief AI Architect; earlier DeepMind's VP of Research.",
   "affiliation": "Talent",
   "sources": [
    "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/",
    "https://deepmind.google/blog/from-unlikely-start-up-to-major-scientific-organisation-entering-our-tenth-year-at-deepmind/"
   ],
   "source_quotes": [
    {
     "url": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/",
     "quotes": [
      "SVP, Google DeepMind and Chief AI Architect, Google\" (30 September 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://deepmind.google/blog/from-unlikely-start-up-to-major-scientific-organisation-entering-our-tenth-year-at-deepmind/",
     "quotes": [
      "VP of Research\" (2019 post naming Koray Kavukcuoglu)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "large language models",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-224",
   "name": "Jack Stockdale",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Darktrace lists him as Chief Technology Officer; the Royal Academy of Engineering elected him a Fellow in September 2023 with the same title.",
   "one_line": "Founding Chief Technology Officer of Darktrace in Cambridge, overseeing the Bayesian models and AI algorithms behind its cyber-security products.",
   "description": "Jack Stockdale is the founding Chief Technology Officer of Darktrace, the Cambridge cyber-security AI company. Darktrace says he is responsible for overseeing the development of Bayesian mathematical models and AI algorithms, and that his Cambridge team won Royal Academy of Engineering MacRobert Innovation Awards in 2017 and 2019. Darktrace's AI Research Centre is based in Cambridge. The Royal Academy of Engineering elected him a Fellow in 2023. [Round 4, 30 Oct 2026] honour: Elected Fellow of the Royal Academy of Engineering, September 2023, as Darktrace CTO [Round 4, 30 Oct 2026] status (one source, shown as a note; status unchanged): Darktrace co-founder moved from day-to-day leadership into a part-time role (22 October 2026); Stephen Pickman became CTO; no longer on the leadership page",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (Darktrace AI Research Centre)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "Jack Stockdale",
     "role": "Chief Technology Officer, Darktrace",
     "from": null,
     "source": "https://www.darktrace.com/people/jack-stockdale"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "cyber security"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Founding Chief Technology Officer of Darktrace in Cambridge, overseeing the Bayesian models and AI algorithms behind its cyber-security products.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/people/jack-stockdale",
    "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-73-new-fellows",
    "https://www.darktrace.com/research",
    "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/people/jack-stockdale",
     "quotes": [
      "responsible for overseeing the development of Bayesian mathematical models and artificial intelligence algorithms",
      "founding CTO at Darktrace"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-73-new-fellows",
     "quotes": [
      "Chief Technology Officer, Darktrace\" (20 September 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.darktrace.com/research",
     "quotes": [
      "based in Cambridge, UK"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html",
     "quotes": [
      "has transitioned from day-to-day leadership into a part-time role"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "cyber security",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge (Darktrace AI Research Centre)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-225",
   "name": "Murray Shanahan",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "His Imperial College page lists him as Principal Scientist at Google DeepMind; page undated. Google DeepMind's podcast featured him in 2025.",
   "one_line": "Principal Scientist at Google DeepMind and Emeritus Professor in AI at Imperial College London; scientific adviser on the film Ex Machina.",
   "description": "Murray Shanahan is a Principal Scientist at Google DeepMind and Emeritus Professor in Artificial Intelligence at Imperial College London. His Imperial page says he joined Imperial as a full professor in 2006 and moved to DeepMind in 2017. He was scientific adviser on the film Ex Machina and wrote \"Embodiment and the Inner Life\" (2010) and \"The Technological Singularity\" (2015). Google DeepMind's 2025 podcast episode with him covered consciousness, reasoning and the philosophy of AI.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Murray Shanahan",
     "role": "Principal Scientist, Google DeepMind",
     "from": "2017",
     "source": "https://www.doc.ic.ac.uk/~mpsha/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
    "cognitive science",
    "philosophy of AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Principal Scientist at Google DeepMind and Emeritus Professor in AI at Imperial College London; scientific adviser on the film Ex Machina.",
   "affiliation": "Talent",
   "sources": [
    "https://www.doc.ic.ac.uk/~mpsha/",
    "https://deepmind.google/the-podcast/"
   ],
   "source_quotes": [
    {
     "url": "https://www.doc.ic.ac.uk/~mpsha/",
     "quotes": [
      "Principal Scientist at Google DeepMind",
      "Emeritus Professor in Artificial Intelligence"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://deepmind.google/the-podcast/",
     "quotes": [
      "Consciousness, reasoning and the philosophy of AI with Murray Shanahan\" (2025, episode 2)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cognitive science",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Imperial College London"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-226",
   "name": "Yee Whye Teh",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Oxford's Computational Statistics and Machine Learning group lists him as a Research Scientist at Google DeepMind; page undated.",
   "one_line": "Research Scientist at Google DeepMind and Professor of Statistical Machine Learning at Oxford; works on Bayesian nonparametrics and probabilistic learning.",
   "description": "Yee Whye Teh is Professor of Statistical Machine Learning in the Department of Statistics at the University of Oxford and a Research Scientist at Google DeepMind, according to Oxford's OxCSML page. It lists his interests as Bayesian nonparametrics, probabilistic learning and deep learning. The page does not say which Google DeepMind office he works from.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Oxford (university role)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [
    {
     "name": "Yee Whye Teh",
     "role": "Research Scientist, Google DeepMind",
     "from": null,
     "source": "https://csml.stats.ox.ac.uk/people/teh/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
    "statistical machine learning"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research Scientist at Google DeepMind and Professor of Statistical Machine Learning at Oxford; works on Bayesian nonparametrics and probabilistic learning.",
   "affiliation": "Talent",
   "sources": [
    "https://csml.stats.ox.ac.uk/people/teh/"
   ],
   "source_quotes": [
    {
     "url": "https://csml.stats.ox.ac.uk/people/teh/",
     "quotes": [
      "Professor of Statistical Machine Learning at the Department of Statistics, University of Oxford",
      "Bayesian nonparametrics, probabilistic learning, deep learning"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "statistical machine learning",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Oxford (university role)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-227",
   "name": "Petar Veličković",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Cambridge's Computer Science department lists him as Senior Staff Research Scientist at Google DeepMind; page undated.",
   "one_line": "Senior Staff Research Scientist at Google DeepMind and affiliated lecturer at Cambridge; lead author of Graph Attention Networks.",
   "description": "Petar Veličković is a Senior Staff Research Scientist at Google DeepMind and holds an Affiliated Lectureship at the University of Cambridge, where he co-teaches a course on geometric deep learning. His Cambridge page says he is lead author of Graph Attention Networks, \"a popular convolutional layer for graphs\", and first author of Deep Graph Infomax. He works on geometric deep learning and graph representation learning.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (university role)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "Petar Veličković",
     "role": "Senior Staff Research Scientist, Google DeepMind",
     "from": null,
     "source": "https://www.cst.cam.ac.uk/people/pv273"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
    "graph neural networks"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Senior Staff Research Scientist at Google DeepMind and affiliated lecturer at Cambridge; lead author of Graph Attention Networks.",
   "affiliation": "Talent",
   "sources": [
    "https://www.cst.cam.ac.uk/people/pv273"
   ],
   "source_quotes": [
    {
     "url": "https://www.cst.cam.ac.uk/people/pv273",
     "quotes": [
      "Senior Staff Research Scientist at Google DeepMind",
      "a popular convolutional layer for graphs"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "graph neural networks",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge (university role)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "University of Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-228",
   "name": "Greg Wayne",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Google DeepMind's 2024 podcast episode on Project Astra names him Director in Research; no 2026 source opened.",
   "one_line": "Director in Research at Google DeepMind; spoke for Project Astra, its universal AI assistant research.",
   "description": "Greg Wayne is described by Google DeepMind as \"Director in Research at Google DeepMind\" in its 2024 podcast episode \"Project Astra: Exploring a Universal AI Assistant\". The page does not say what he leads or which office he works from. Role recorded as of 2024.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Greg Wayne",
     "role": "Director in Research, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/discover/the-podcast/project-astra-exploring-a-universal-ai-assistant-with-greg-wayne/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "AI assistants"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Director in Research at Google DeepMind; spoke for Project Astra, its universal AI assistant research.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/discover/the-podcast/project-astra-exploring-a-universal-ai-assistant-with-greg-wayne/"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/discover/the-podcast/project-astra-exploring-a-universal-ai-assistant-with-greg-wayne/",
     "quotes": [
      "Director in Research at Google DeepMind"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI assistants",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-229",
   "name": "Iason Gabriel",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Google DeepMind's 2024 podcast episode on the ethics of AI assistants names him a research scientist; no 2026 source opened.",
   "one_line": "Research scientist at Google DeepMind working on the ethics of AI, including advanced AI assistants and value alignment.",
   "description": "Iason Gabriel is described by Google DeepMind as a \"DeepMind Research Scientist\" in its 2024 podcast episode \"The Ethics of AI Assistants with Iason Gabriel\", which draws on his paper on the ethical implications of advanced AI assistants, covering value alignment, anthropomorphism and safety. The page does not give his office. Role recorded as of 2024.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Iason Gabriel",
     "role": "Research Scientist, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/discover/the-podcast/the-ethics-of-ai-assistants-with-iason-gabriel/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI ethics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research scientist at Google DeepMind working on the ethics of AI, including advanced AI assistants and value alignment.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/discover/the-podcast/the-ethics-of-ai-assistants-with-iason-gabriel/"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/discover/the-podcast/the-ethics-of-ai-assistants-with-iason-gabriel/",
     "quotes": [
      "DeepMind Research Scientist",
      "discuss the ethical implications of advanced AI assistants"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI ethics",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-230",
   "name": "Irina Jurenka",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Google DeepMind's 2024 podcast episode on AI in the classroom names her Research Lead; no 2026 source opened.",
   "one_line": "Research Lead at Google DeepMind working on AI in education.",
   "description": "Irina Jurenka is introduced by Google DeepMind as \"Research Lead\" in its 2024 podcast episode \"AI in the classroom with Irina Jurenka\", on AI in education. The page does not name her team or office. Role recorded as of 2024.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Irina Jurenka",
     "role": "Research Lead, Google DeepMind",
     "from": null,
     "source": "https://deepmind.google/discover/the-podcast/ai-in-the-classroom-with-irina-jurenka/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Natural language applications"
   ],
   "sectors": [
    "education"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research Lead at Google DeepMind working on AI in education.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/discover/the-podcast/ai-in-the-classroom-with-irina-jurenka/"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/discover/the-podcast/ai-in-the-classroom-with-irina-jurenka/",
     "quotes": [
      "Join Research Lead, Irina Jurenka, and Professor Hannah Fry"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "education",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-231",
   "name": "Akhil Mathur",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Meta's AI people page lists him as an AI Research Scientist on the Llama Research team in London; page undated.",
   "one_line": "AI Research Scientist on Meta's Llama Research team in London, working on reasoning in Llama models.",
   "description": "Akhil Mathur is listed by Meta as an \"AI Research Scientist\" in the \"Llama Research team at Meta\", based in London. Meta says he works on reasoning in Llama models and earlier, at Bell Labs, led projects on tinyML, self-supervised learning and federated learning.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Akhil Mathur",
     "role": "AI Research Scientist, Llama Research, Meta",
     "from": null,
     "source": "https://ai.meta.com/people/1251205439201018/akhil-mathur/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "AI development and training"
   ],
   "sectors": [
    "large language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "AI Research Scientist on Meta's Llama Research team in London, working on reasoning in Llama models.",
   "affiliation": "Talent",
   "sources": [
    "https://ai.meta.com/people/1251205439201018/akhil-mathur/"
   ],
   "source_quotes": [
    {
     "url": "https://ai.meta.com/people/1251205439201018/akhil-mathur/",
     "quotes": [
      "AI RESEARCH SCIENTIST",
      "Llama Research team at Meta",
      "LONDON, UNITED KINGDOM"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "large language models",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-019",
     "name": "Meta (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-019",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Nokia Bell Labs"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-232",
   "name": "Sander Dieleman",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "His own site and the AI Engineer speaker page list him as a research scientist at Google DeepMind; neither page is dated.",
   "one_line": "Research scientist at Google DeepMind in London working on generative models; helped develop WaveNet and contributed to Imagen, Veo and Lyria.",
   "description": "Sander Dieleman is a research scientist at Google DeepMind, based in London according to his own site, working chiefly on generative modelling at scale. The AI Engineer speaker page says he helped develop WaveNet (audio generation) and has contributed to Lyria, Imagen and Veo, Google's generative models for music, images and video. Neither source is the employer, so the role is held at single_source.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Sander Dieleman",
     "role": "Research Scientist, Google DeepMind",
     "from": null,
     "source": "https://sander.ai/about/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Perceptual systems"
   ],
   "sectors": [
    "generative media models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Research scientist at Google DeepMind in London working on generative models; helped develop WaveNet and contributed to Imagen, Veo and Lyria.",
   "affiliation": "Talent",
   "sources": [
    "https://sander.ai/about/",
    "https://www.ai.engineer/speakers/sander-dieleman"
   ],
   "source_quotes": [
    {
     "url": "https://sander.ai/about/",
     "quotes": [
      "Research Scientist at DeepMind",
      "London, UK"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ai.engineer/speakers/sander-dieleman",
     "quotes": [
      "research scientist",
      "Google DeepMind\" (trade)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "generative media models",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-233",
   "name": "Andrew Fitzgibbon",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-05-16",
   "status_detail": "The Royal Society listed him as Engineering Fellow, Graphcore Ltd, when electing him a Fellow (announced 16 May 2024); no later source opened.",
   "one_line": "Engineering Fellow at Graphcore, the Bristol AI-chip company; elected a Fellow of the Royal Society in 2024.",
   "description": "The Royal Society elected Andrew Fitzgibbon a Fellow in 2024 and lists him as \"Engineering Fellow, Graphcore Ltd\". He also holds the FREng post-nominal on that list. Graphcore's current leadership page (opened in this session) does not list research staff, so his role is recorded as of May 2024.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Andrew Fitzgibbon",
     "role": "Engineering Fellow, Graphcore Ltd",
     "from": null,
     "source": "https://royalsociety.org/news/2024/05/new-fellows-2024/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "Perceptual systems"
   ],
   "sectors": [
    "AI chips",
    "computer vision"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Engineering Fellow at Graphcore, the Bristol AI-chip company; elected a Fellow of the Royal Society in 2024.",
   "affiliation": "Talent",
   "sources": [
    "https://royalsociety.org/news/2024/05/new-fellows-2024/"
   ],
   "source_quotes": [
    {
     "url": "https://royalsociety.org/news/2024/05/new-fellows-2024/",
     "quotes": [
      "Dr Andrew Fitzgibbon FREng FRS",
      "Engineering Fellow, Graphcore Ltd\" (16 May 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI chips",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-234",
   "name": "Jonathan Godwin",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-28",
   "status_detail": "Named co-founder and CEO of Orbital Industries (first launched as Orbital Materials) in reports of its 50 million USD round on 28 May 2026.",
   "one_line": "Co-founder and chief executive of Orbital Industries, a London company using AI to design new materials; earlier worked on DeepMind's materials research.",
   "description": "Jonathan (Jonny) Godwin is co-founder and CEO of Orbital Industries, which launched as Orbital Materials and was founded in London with a second base in San Francisco. Its investor Ian Hogarth wrote on 28 May 2026 that Godwin \"spent years inside DeepMind's materials research programme\" and that Orbital uses AI to discover and design new materials. Resilience Media reported a 50 million USD round the same day. His role is a chief executive's; he is included as a researcher-founder.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Jonathan Godwin",
     "role": "Co-founder and CEO, Orbital Industries",
     "from": null,
     "source": "https://www.ianhogarth.com/blog/2026/5/28/why-i-invested-in-orbital"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 50000000,
     "currency": "USD",
     "date": "2026-05-28",
     "detail": "reported round (see Orbital Industries record on the start-ups pages)",
     "raw": "funding_round: 50000000 USD 2026-05-28 — reported round (see Orbital Industries record on the start-ups pages)",
     "amount_gbp": 37224538,
     "fx_rate": 1.3432,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3432 per £ on 2026-05-28",
     "fx_date": "2026-05-28",
     "fx_note": "",
     "txt": "US$50m",
     "gbp_txt": "£37.2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "materials science"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Co-founder and chief executive of Orbital Industries, a London company using AI to design new materials; earlier worked on DeepMind's materials research.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ianhogarth.com/blog/2026/5/28/why-i-invested-in-orbital",
    "https://resiliencemedia.co/orbital-industries-an-alphafold-for-materials-science-raises-50m/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ianhogarth.com/blog/2026/5/28/why-i-invested-in-orbital",
     "quotes": [
      "Orbital's co-founder and CEO",
      "spent years inside DeepMind's materials research programme\" (investor's own post, 28 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://resiliencemedia.co/orbital-industries-an-alphafold-for-materials-science-raises-50m/",
     "quotes": [
      "Founded in London with a second base in San Francisco\" (trade)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "materials science",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-024",
     "name": "Orbital Industries (Orbital Materials Ltd)",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-024",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "DeepMind"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-235",
   "name": "John Finn",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as Chief Scientific Officer on Basecamp Research's About page; start date not published.",
   "one_line": "Chief Scientific Officer of Basecamp Research, the London company building biological data sets and AI models for drug design.",
   "description": "John Finn is listed as \"Chief Scientific Officer\" of Basecamp Research, which is headquartered in London with offices and labs in Boston. The page lists Phil Lorenz as Chief Technology Officer and Emma Bolton as VP of Global Research. No start date or earlier roles are given.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "John Finn",
     "role": "Chief Scientific Officer, Basecamp Research",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "biology",
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Scientific Officer of Basecamp Research, the London company building biological data sets and AI models for drug design.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "John Finn, PhD",
      "Chief Scientific Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-236",
   "name": "Emma Bolton",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as VP of Global Research on Basecamp Research's About page; start date not published.",
   "one_line": "Vice President of Global Research at Basecamp Research in London.",
   "description": "Emma Bolton is listed as \"VP of Global Research\" at Basecamp Research, headquartered in London. The page gives no start date or earlier roles.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Emma Bolton",
     "role": "VP of Global Research, Basecamp Research",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "biology",
    "biodiversity data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President of Global Research at Basecamp Research in London.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "Emma Bolton",
      "VP of Global Research"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-237",
   "name": "Phil Lorenz",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed as Chief Technology Officer on Basecamp Research's About page; start date not published.",
   "one_line": "Chief Technology Officer of Basecamp Research in London.",
   "description": "Phil Lorenz is listed as \"Chief Technology Officer\" of Basecamp Research, headquartered in London with offices and labs in Boston. The page gives no start date or earlier roles.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Phil Lorenz",
     "role": "Chief Technology Officer, Basecamp Research",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation",
    "AI development and training"
   ],
   "sectors": [
    "biology",
    "AI models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Technology Officer of Basecamp Research in London.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "Phil Lorenz, PhD",
      "Chief Technology Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-238",
   "name": "Hitesh Ballani",
   "bucket": "person",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed among the named leaders on the Microsoft Research Cambridge lab page as Partner Research Manager; page undated.",
   "one_line": "Partner Research Manager at Microsoft Research Cambridge.",
   "description": "Hitesh Ballani is listed as \"Partner Research Manager\" among the leaders of Microsoft Research Lab – Cambridge, whose areas include Future AI Infrastructure. The page does not say which area he leads.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "Hitesh Ballani",
     "role": "Partner Research Manager, Microsoft Research Cambridge",
     "from": null,
     "source": "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "industrial research lab"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Partner Research Manager at Microsoft Research Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/"
   ],
   "source_quotes": [
    {
     "url": "https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/",
     "quotes": [
      "Hitesh Ballani",
      "Partner Research Manager"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "industrial research lab",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": "Cambridge",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Microsoft Research Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-001",
   "name": "Demis Hassabis",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-12",
   "status_detail": "Named as Google DeepMind's co-founder and CEO on its About page, and as founder and CEO of Isomorphic Labs in a release of 12 May 2026.",
   "one_line": "Co-founder and chief executive, Google DeepMind.",
   "description": "Demis Hassabis co-founded DeepMind and is chief executive of Google DeepMind, the London-based AI research unit of Alphabet formed in 2023 from DeepMind and Google Brain. He is also founder and chief executive of Isomorphic Labs, the London drug-design company spun out of the Alphabet group in 2021. [Round 4, 30 Oct 2026] title at Isomorphic Labs: Founder and CEO, Isomorphic Labs (listed as \"Sir Demis Hassabis, PhD\")",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Demis Hassabis",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://deepmind.google/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "general-purpose AI models",
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "general-purpose AI models",
   "function": "Co-founder and chief executive, Google DeepMind.",
   "affiliation": "Talent",
   "sources": [
    "https://deepmind.google/about",
    "https://www.isomorphiclabs.com/press/isomorphic-labs-funding",
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://deepmind.google/about",
     "quotes": [
      "led by our CEO Demis Hassabis",
      "Co-founder and CEO, Google DeepMind"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/press/isomorphic-labs-funding",
     "quotes": [
      "Isomorphic Labs is led by CEO Sir Demis Hassabis and President Max Jaderberg.",
      "Sir Demis Hassabis, Founder and CEO\" (dated 12 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Founder and CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "general-purpose AI models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    },
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    },
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    },
    {
     "kind": "founded_by",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-187"
   ]
  },
  {
   "id": "BIZ-TAL-002",
   "name": "Max Jaderberg",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-12",
   "status_detail": "Named as President of Isomorphic Labs in the company's release of 12 May 2026.",
   "one_line": "President, Isomorphic Labs.",
   "description": "Max Jaderberg: President, Isomorphic Labs (BIZ-LAB-002). [Round 4, 30 Oct 2026] current title: President, Isomorphic Labs [Round 4, 30 Oct 2026] role history: Named Director of Machine Learning in May 2022 (from DeepMind research scientist); later Chief AI Officer; President of Isomorphic Labs \"effective 1 January 2026\" (announced 26 November 2025), succeeding Colin Murdoch",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Max Jaderberg",
     "role": "President",
     "from": null,
     "source": "https://www.isomorphiclabs.com/press/isomorphic-labs-funding"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "drug discovery",
   "function": "President, Isomorphic Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/press/isomorphic-labs-funding",
    "https://www.isomorphiclabs.com/our-team",
    "https://www.isomorphiclabs.com/articles/isomorphic-labs-to-appoint-max-jaderberg-as-president"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/press/isomorphic-labs-funding",
     "quotes": [
      "Isomorphic Labs is led by CEO Sir Demis Hassabis and President Max Jaderberg.\" (dated 12 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "President"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/articles/isomorphic-labs-to-appoint-max-jaderberg-as-president",
     "quotes": [
      "transitioning from his current role as Isomorphic Labs' Chief AI Officer\" ; https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-first-phase-of-management-team — \"Director of Machine Learning"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-003",
   "name": "Alex Kendall",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Wayve Technologies Ltd since incorporation on 21 August 2017 (Companies House, active). His chief-executive title is taken from the Labs page record and was not re-opened here.",
   "one_line": "Co-founder and chief executive; director, Wayve.",
   "description": "Alex Kendall has been a director of Wayve Technologies Ltd, the London self-driving software company, since it was incorporated on 21 August 2017. Companies House lists him as an active director. The page opened here (Companies House) does not state his executive title; the Labs page carries Wayve's own releases. [Round 4, 30 Oct 2026] current title: Co-founder and CEO, Wayve",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Alex Kendall",
     "role": "Co-founder and chief executive; director",
     "from": "2017-08-21",
     "source": "https://find-and-update.company-information.service.gov.uk/company/10924127/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "autonomous driving"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "autonomous driving",
   "function": "Co-founder and chief executive; director, Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10924127/officers",
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10924127/officers",
     "quotes": [
      "KENDALL, Alex Guy\" \"Director\" \"21 August 2017\" (WAYVE TECHNOLOGIES LTD; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Co-founder & CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "autonomous driving",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-004",
   "name": "Victor Riparbelli",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Synthesia Limited since 25 August 2017 (Companies House, active; registered as RASMUSSEN, Victor Riparbelli).",
   "one_line": "Co-founder; director, Synthesia.",
   "description": "Victor Riparbelli (registered at Companies House as Victor Riparbelli Rasmussen) has been a director of Synthesia Limited since 25 August 2017, the date the company's first officers were appointed. Synthesia makes software that turns text into videos presented by AI avatars. [Round 4, 30 Oct 2026] current title: CEO and Co-founder, Synthesia",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Victor Riparbelli",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/10933652/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video",
   "function": "Co-founder; director, Synthesia.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10933652/officers",
    "https://www.synthesia.io/about"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10933652/officers",
     "quotes": [
      "RASMUSSEN, Victor Riparbelli\" \"Director\" \"25 August 2017\" (SYNTHESIA LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.synthesia.io/about",
     "quotes": [
      "CEO & Co-founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-005",
   "name": "Steffen Tjerrild-Hansen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director and secretary of Synthesia Limited since 25 August 2017 (Companies House, active).",
   "one_line": "Co-founder; director and company secretary, Synthesia.",
   "description": "Steffen Tjerrild-Hansen: Co-founder; director and company secretary, Synthesia (BIZ-LAB-004). [Round 4, 30 Oct 2026] current title: COO and Co-Founder, Synthesia (listed as \"Steffen Tjerrild\")",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Steffen Tjerrild-Hansen",
     "role": "Co-founder; director and company secretary",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/10933652/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video",
   "function": "Co-founder; director and company secretary, Synthesia.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10933652/officers",
    "https://www.synthesia.io/about"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10933652/officers",
     "quotes": [
      "TJERRILD-HANSEN, Steffen\" \"Secretary\" \"25 August 2017",
      "Director\" \"25 August 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.synthesia.io/about",
     "quotes": [
      "COO & Co-Founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-006",
   "name": "Mati Staniszewski",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Eleven Labs Ltd since 4 January 2022 (Companies House, active; registered as STANISZEWSKI, Mateusz Jakub).",
   "one_line": "Co-founder; director, ElevenLabs.",
   "description": "Mati Staniszewski: Co-founder; director, ElevenLabs (BIZ-LAB-005). [Round 4, 30 Oct 2026] quote and HQ: CEO and co-founder of ElevenLabs; London office opened August 2024 as European HQ; UK headcount grew from 18 to 68 in the year to September 2025",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Mati Staniszewski",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13826669/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI voice"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI voice",
   "function": "Co-founder; director, ElevenLabs.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13826669/officers",
    "https://elevenlabs.io/blog/elevenlabs-scales-uk-and-us-presence"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13826669/officers",
     "quotes": [
      "STANISZEWSKI, Mateusz Jakub\" \"Director\" \"4 January 2022\" (ELEVEN LABS LTD; \"2 officers / 0 resignations\")"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://elevenlabs.io/blog/elevenlabs-scales-uk-and-us-presence",
     "quotes": [
      "Over the past year, its UK headcount grew from 18 to 68"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI voice",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-007",
   "name": "Piotr Dabkowski",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Eleven Labs Ltd since 4 January 2022 (Companies House, active).",
   "one_line": "Co-founder; director, ElevenLabs.",
   "description": "Piotr Dabkowski: Co-founder; director, ElevenLabs (BIZ-LAB-005).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Piotr Dabkowski",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13826669/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI voice"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI voice",
   "function": "Co-founder; director, ElevenLabs.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13826669/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13826669/officers",
     "quotes": [
      "DABKOWSKI, Piotr\" \"Director\" \"4 January 2022\" (ELEVEN LABS LTD)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI voice",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-008",
   "name": "Prem Akkaraju",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-06-25",
   "status_detail": "Appointed CEO of Stability AI on 25 June 2024 alongside a new investment round.",
   "one_line": "Chief executive, Stability AI.",
   "description": "Prem Akkaraju: Chief executive, Stability AI (BIZ-LAB-006). [Round 4, 30 Oct 2026] current title: CEO, Stability AI",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Prem Akkaraju",
     "role": "Chief executive",
     "from": "2024-06-25",
     "source": "https://stability.ai/news/stability-ai-secures-significant-new-investment"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "image and media generation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "image and media generation models",
   "function": "Chief executive, Stability AI.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/news/stability-ai-secures-significant-new-investment",
    "https://stability.ai/board-of-directors"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/news/stability-ai-secures-significant-new-investment",
     "quotes": [
      "Prem Akkaraju, an investor and highly experienced media, entertainment and technology executive, has been appointed CEO.\" (dated 25 June 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/board-of-directors",
     "quotes": [
      "CEO, Stability AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "image and media generation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-009",
   "name": "Sean Parker",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-06-25",
   "status_detail": "Joined the Stability AI board as Executive Chairman on 25 June 2024; not re-checked for 2026.",
   "one_line": "Executive Chairman (board), Stability AI.",
   "description": "Sean Parker: Executive Chairman (board), Stability AI (BIZ-LAB-006). Earlier roles as published: former President of Facebook. [Round 4, 30 Oct 2026] current title: Executive Chairman, Stability AI; also listed as an individual investor",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Sean Parker",
     "role": "Executive Chairman (board)",
     "from": "2024-06-25",
     "source": "https://stability.ai/news/stability-ai-secures-significant-new-investment"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "image and media generation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "image and media generation models",
   "function": "Executive Chairman (board), Stability AI.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/news/stability-ai-secures-significant-new-investment",
    "https://stability.ai/company"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/news/stability-ai-secures-significant-new-investment",
     "quotes": [
      "Sean Parker, entrepreneur, philanthropist and former President of Facebook",
      "joins the Stability AI Board as Executive Chairman\" (dated 25 June 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/company",
     "quotes": [
      "Executive Chairman Sean Parker"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "image and media generation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Facebook (Meta)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-010",
   "name": "Shan Shan Wong",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-06-25",
   "status_detail": "Interim co-CEO from March 2024; to stay on as COO from 25 June 2024. Not re-checked for 2026.",
   "one_line": "Chief operating officer (interim co-CEO March–June 2024), Stability AI.",
   "description": "Shan Shan Wong: Chief operating officer (interim co-CEO March–June 2024), Stability AI (BIZ-LAB-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Shan Shan Wong",
     "role": "Chief operating officer (interim co-CEO March–June 2024)",
     "from": null,
     "source": "https://stability.ai/news/stability-ai-secures-significant-new-investment"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "image and media generation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "image and media generation models",
   "function": "Chief operating officer (interim co-CEO March–June 2024), Stability AI.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/news/stability-ai-secures-significant-new-investment"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/news/stability-ai-secures-significant-new-investment",
     "quotes": [
      "Shan Shan Wong and Christian Laforte, who served as interim co-CEO’s since March 2024,\" (to remain as COO and CTO respectively; dated 25 June 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "image and media generation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-011",
   "name": "Christian Laforte",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-06-25",
   "status_detail": "Interim co-CEO from March 2024; to stay on as CTO from 25 June 2024. Not re-checked for 2026.",
   "one_line": "Chief technology officer (interim co-CEO March–June 2024), Stability AI.",
   "description": "Christian Laforte: Chief technology officer (interim co-CEO March–June 2024), Stability AI (BIZ-LAB-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Christian Laforte",
     "role": "Chief technology officer (interim co-CEO March–June 2024)",
     "from": null,
     "source": "https://stability.ai/news/stability-ai-secures-significant-new-investment"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "image and media generation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "image and media generation models",
   "function": "Chief technology officer (interim co-CEO March–June 2024), Stability AI.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/news/stability-ai-secures-significant-new-investment"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/news/stability-ai-secures-significant-new-investment",
     "quotes": [
      "Shan Shan Wong and Christian Laforte, who served as interim co-CEO’s since March 2024,\" (to remain as COO and CTO respectively; dated 25 June 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "image and media generation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-012",
   "name": "Nikola Mrkšić",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of PolyAI Limited since 6 November 2017 (Companies House, active).",
   "one_line": "Co-founder; director, PolyAI.",
   "description": "Nikola Mrkšić: Co-founder; director, PolyAI (BIZ-LAB-007). [Round 4, 30 Oct 2026] current title: Co-founder and CEO, PolyAI",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Nikola Mrkšić",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "voice assistants"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "voice assistants",
   "function": "Co-founder; director, PolyAI.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11048129/officers",
    "https://poly.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers",
     "quotes": [
      "MRKSIC, Nikola\" \"Director\" \"6 November 2017\" (POLYAI LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://poly.ai/about",
     "quotes": [
      "Co-founder & CEO, PolyAI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "voice assistants",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-013",
   "name": "Tsung-Hsien (Shawn) Wen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of PolyAI Limited since 8 January 2018 (Companies House, active).",
   "one_line": "Co-founder; director, PolyAI.",
   "description": "Tsung-Hsien (Shawn) Wen: Co-founder; director, PolyAI (BIZ-LAB-007). [Round 4, 30 Oct 2026] current title: Co-founder and Chief Technology Officer, PolyAI (listed as \"Shawn Wen\")",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tsung-Hsien (Shawn) Wen",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "voice assistants"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "voice assistants",
   "function": "Co-founder; director, PolyAI.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11048129/officers",
    "https://poly.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers",
     "quotes": [
      "WEN, Tsung-Hsien\" \"Director\" \"8 January 2018\" (POLYAI LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://poly.ai/about",
     "quotes": [
      "Co-founder & Chief Technology Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "voice assistants",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-014",
   "name": "Pei-Hao Su",
   "bucket": "person",
   "status": "active",
   "status_date": "2019-01-16",
   "status_detail": "Director of PolyAI Limited from 8 January 2018 to 16 January 2019 (Companies House).",
   "one_line": "Former director, PolyAI.",
   "description": "Pei-Hao Su: Former director, PolyAI (BIZ-LAB-007).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pei-Hao Su",
     "role": "Former director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "voice assistants"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "voice assistants",
   "function": "Former director, PolyAI.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11048129/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11048129/officers",
     "quotes": [
      "SU, Pei-Hao\" \"Director\" \"8 January 2018\" resigned \"16 January 2019"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "voice assistants",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-007",
     "name": "PolyAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-007",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-015",
   "name": "Jacomo Corbo",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-06-22",
   "status_detail": "Named as CEO and co-founder in PhysicsX's Series B release (June 2025).",
   "one_line": "Co-founder and chief executive, PhysicsX.",
   "description": "Jacomo Corbo: Co-founder and chief executive, PhysicsX (BIZ-LAB-008). Earlier roles as published: chief scientist and co-founder of QuantumBlack (AI by McKinsey); chief race strategist at Renault (Alpine) F1. [Round 4, 30 Oct 2026] current title: CEO and Co-Founder, PhysicsX",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jacomo Corbo",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "engineering simulation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "engineering simulation",
   "function": "Co-founder and chief executive, PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing",
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing",
     "quotes": [
      "Jacomo Corbo, CEO & Co-Founder of PhysicsX",
      "formerly Chief Scientist and Co-Founder of QuantumBlack (AI by McKinsey)",
      "and Chief Race Strategist at Renault (Alpine) F1"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "CEO & Co-Founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "engineering simulation",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "QuantumBlack (McKinsey)"
    },
    {
     "kind": "alumni_of",
     "name": "Renault (Alpine) F1"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-016",
   "name": "Robin Tuluie",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-06-22",
   "status_detail": "Named as co-founder in PhysicsX's Series B release (June 2025).",
   "one_line": "Co-founder, PhysicsX.",
   "description": "Robin Tuluie: Co-founder, PhysicsX (BIZ-LAB-008). Earlier roles as published: head of R&D at Renault (Alpine) F1 and Mercedes F1; vehicle technology director at Bentley Motors. [Round 4, 30 Oct 2026] current title: Co-Founder and Chairman, PhysicsX",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Robin Tuluie",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "engineering simulation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "engineering simulation",
   "function": "Co-founder, PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing",
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/newsroom/physicsx-raises-135m-series-b-to-usher-in-a-new-era-of-ai-native-engineering-and-manufacturing",
     "quotes": [
      "Cofounded by Robin Tuluie, formerly Head of R&D at Renault (Alpine) F1 and Mercedes F1",
      "Vehicle Technology Director at Bentley Motors"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Co-Founder & Chairman"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "engineering simulation",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Renault (Alpine) F1"
    },
    {
     "kind": "alumni_of",
     "name": "Mercedes F1"
    },
    {
     "kind": "alumni_of",
     "name": "Bentley Motors"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-017",
   "name": "Simon Kohl",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-02-13",
   "status_detail": "Named as CEO and founder of Latent Labs (tech.eu, 13 February 2025).",
   "one_line": "Founder and chief executive, Latent Labs.",
   "description": "Simon Kohl: Founder and chief executive, Latent Labs (BIZ-LAB-009). Earlier roles as published: co-lead of DeepMind's protein design team; senior research scientist on AlphaFold2.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Simon Kohl",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://tech.eu/2025/02/13/ai-pioneer-dr-simon-kohls-latent-labs-raises-50m/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "protein design"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "protein design",
   "function": "Founder and chief executive, Latent Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2025/02/13/ai-pioneer-dr-simon-kohls-latent-labs-raises-50m/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2025/02/13/ai-pioneer-dr-simon-kohls-latent-labs-raises-50m/",
     "quotes": [
      "Latent Labs CEO and founder Simon Kohl",
      "previously a co-lead of DeepMind's protein design team",
      "a senior research scientist on DeepMind's AlphaFold2"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "protein design",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-009",
     "name": "Latent Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-009",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-009",
     "name": "Latent Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-009",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-018",
   "name": "Glen Gowers",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as co-founder on Basecamp Research's About page.",
   "one_line": "Co-founder, Basecamp Research.",
   "description": "Glen Gowers: Co-founder, Basecamp Research (BIZ-LAB-010). Earlier roles as published: PhD at Imperial College; early career at GSK.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Glen Gowers",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "biology foundation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "biology foundation models",
   "function": "Co-founder, Basecamp Research.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "Glen Gowers, PhD, Co-founder",
      "Engineering Biology background at Oxford and Imperial College, where he did his PhD, and early career experience at GSK"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology foundation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "GSK"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-019",
   "name": "Oliver Vince",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as co-founder on Basecamp Research's About page.",
   "one_line": "Co-founder, Basecamp Research.",
   "description": "Oliver Vince: Co-founder, Basecamp Research (BIZ-LAB-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Oliver Vince",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "biology foundation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "biology foundation models",
   "function": "Co-founder, Basecamp Research.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "Oliver Vince, PhD, Co-founder",
      "studied Computer Science and Engineering at Oxford,and earned a PhD in cancer drug research."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology foundation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-020",
   "name": "Sarah Cross",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as VP of People on Basecamp Research's About page.",
   "one_line": "VP of People, Basecamp Research.",
   "description": "Sarah Cross: VP of People, Basecamp Research (BIZ-LAB-010). Earlier roles as published: people and talent operations at Google DeepMind and Synthesia.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Sarah Cross",
     "role": "VP of People",
     "from": null,
     "source": "https://www.basecamp-research.com/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "biology foundation models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "biology foundation models",
   "function": "VP of People, Basecamp Research.",
   "affiliation": "Talent",
   "sources": [
    "https://www.basecamp-research.com/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.basecamp-research.com/about",
     "quotes": [
      "Sarah Cross, VP of People",
      "leading people and talent operations in AI and tech companies including Google DeepMind and Synthesia"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biology foundation models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-010",
     "name": "Basecamp Research",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-010",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-021",
   "name": "Chad Edwards",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as CEO and co-founder on CuspAI's site; company founded 2024.",
   "one_line": "Co-founder and chief executive, CuspAI.",
   "description": "Chad Edwards: Co-founder and chief executive, CuspAI (BIZ-LAB-011). [Round 4, 30 Oct 2026] current title: CEO and Co-Founder, CuspAI (\"Headquartered in Cambridge, UK\"; 20 Station Road, Cambridge, CB1 2JD)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Chad Edwards",
     "role": "Co-founder and chief executive",
     "from": "2024",
     "source": "https://cusp.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "materials discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "materials discovery",
   "function": "Co-founder and chief executive, CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Dr Chad Edwards, CEO and Co-Founder",
      "founded in 2024 by Dr. Chad Edwards and Prof. Max Welling."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "materials discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-022",
   "name": "Max Welling",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as CTO and co-founder on CuspAI's site; company founded 2024.",
   "one_line": "Co-founder and chief technology officer, CuspAI.",
   "description": "Max Welling: Co-founder and chief technology officer, CuspAI (BIZ-LAB-011). [Round 4, 30 Oct 2026] current title: CTO and Co-Founder, CuspAI",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Max Welling",
     "role": "Co-founder and chief technology officer",
     "from": "2024",
     "source": "https://cusp.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "materials discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "materials discovery",
   "function": "Co-founder and chief technology officer, CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Prof. Max Welling, CTO and Co-Founder",
      "founded in 2024 by Dr. Chad Edwards and Prof. Max Welling."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "materials discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-023",
   "name": "Aron Walsh",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as Chief Scientific Officer on CuspAI's site.",
   "one_line": "Chief scientific officer, CuspAI.",
   "description": "Aron Walsh: Chief scientific officer, CuspAI (BIZ-LAB-011). [Round 4, 30 Oct 2026] current title: Chief Scientific Officer, CuspAI",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Aron Walsh",
     "role": "Chief scientific officer",
     "from": null,
     "source": "https://cusp.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "materials discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "materials discovery",
   "function": "Chief scientific officer, CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Prof. Aron Walsh, Chief Scientific Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "materials discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-024",
   "name": "David Silver",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04-28",
   "status_detail": "Director of Ineffable Intelligence Ltd since 16 January 2026; leads the company, which announced a US$1.1bn seed round in April 2026.",
   "one_line": "Founder; director, Ineffable Intelligence.",
   "description": "David Silver: Founder; director, Ineffable Intelligence (BIZ-LAB-012). Earlier roles as published: led the reinforcement learning team at Google DeepMind; AlphaGo, AlphaZero, AlphaFold and AlphaProof; professor at UCL.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "David Silver",
     "role": "Founder; director",
     "from": "2026-01-16",
     "source": "https://find-and-update.company-information.service.gov.uk/company/16865241/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Founder; director, Ineffable Intelligence.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/16865241/officers",
    "https://www.uktech.news/ai/ineffable-intelligence-secures-814m-seed-round-20260428"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16865241/officers",
     "quotes": [
      "SILVER, David\" \"Director\" \"16 January 2026\" (INEFFABLE INTELLIGENCE LTD; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/ineffable-intelligence-secures-814m-seed-round-20260428",
     "quotes": [
      "Ineffable Intelligence is led by David Silver",
      "a professor at University College London",
      "led the reinforcement learning team at Google Deepmind\" (dated 28 April 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-012",
     "name": "Ineffable Intelligence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-012",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-012",
     "name": "Ineffable Intelligence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-012",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University College London"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-025",
   "name": "Richard Socher",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-13",
   "status_detail": "Named as CEO when the company came out of stealth (tech.eu, 13 May 2026).",
   "one_line": "Chief executive, Recursive Superintelligence.",
   "description": "Richard Socher: Chief executive, Recursive Superintelligence (BIZ-LAB-013). Earlier roles as published: chief scientist at Salesforce.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Richard Socher",
     "role": "Chief executive",
     "from": null,
     "source": "https://tech.eu/2026/05/13/recursive-superintelligence-emerges-from-stealth-with-650m-raise/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Chief executive, Recursive Superintelligence.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/05/13/recursive-superintelligence-emerges-from-stealth-with-650m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/13/recursive-superintelligence-emerges-from-stealth-with-650m-raise/",
     "quotes": [
      "Richard Socher, its CEO, who was previously chief scientist at Salesforce"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-013",
     "name": "Recursive Superintelligence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-013",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-026",
     "name": "Salesforce (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-026",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-026",
   "name": "Tim Rocktäschel",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-13",
   "status_detail": "Director of Recursive Superintelligence Ltd since 31 December 2025.",
   "one_line": "Co-founder; director, Recursive Superintelligence.",
   "description": "Tim Rocktäschel: Co-founder; director, Recursive Superintelligence (BIZ-LAB-013). Earlier roles as published: Google DeepMind scientist; professor of AI at UCL.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tim Rocktäschel",
     "role": "Co-founder; director",
     "from": "2025-12-31",
     "source": "https://find-and-update.company-information.service.gov.uk/company/16937077/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder; director, Recursive Superintelligence.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/16937077/officers",
    "https://tech.eu/2026/05/13/recursive-superintelligence-emerges-from-stealth-with-650m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16937077/officers",
     "quotes": [
      "ROCKTÄSCHEL, Tim\" \"Director\" \"31 December 2025\" (RECURSIVE SUPERINTELLIGENCE LTD.; \"2 officers / 0 resignations\")"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/05/13/recursive-superintelligence-emerges-from-stealth-with-650m-raise/",
     "quotes": [
      "Tim Rocktäschel, a professor of AI at London's UCL and a former Google DeepMind scientist"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-013",
     "name": "Recursive Superintelligence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-013",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-013",
     "name": "Recursive Superintelligence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-013",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University College London"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-027",
   "name": "Tantum Collins",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-29",
   "status_detail": "Named as a co-founder when Inherent came out of stealth (tech.eu, 29 May 2026).",
   "one_line": "Co-founder, Inherent.",
   "description": "Tantum Collins: Co-founder, Inherent (BIZ-LAB-014). Earlier roles as published: DeepMind; White House AI policy.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tantum Collins",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Inherent.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/",
     "quotes": [
      "Co-founders Tantum Collins, Edward Hughes and Louis Kirsch previously worked at DeepMind.",
      "has also worked at the White House on AI policy under president Biden"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "The White House (US)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-028",
   "name": "Edward Hughes",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-29",
   "status_detail": "Named as a co-founder (tech.eu, 29 May 2026).",
   "one_line": "Co-founder, Inherent.",
   "description": "Edward Hughes: Co-founder, Inherent (BIZ-LAB-014). Earlier roles as published: DeepMind.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Edward Hughes",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Inherent.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/",
     "quotes": [
      "Co-founders Tantum Collins, Edward Hughes and Louis Kirsch previously worked at DeepMind."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-029",
   "name": "Louis Kirsch",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-29",
   "status_detail": "Named as a co-founder (tech.eu, 29 May 2026).",
   "one_line": "Co-founder, Inherent.",
   "description": "Louis Kirsch: Co-founder, Inherent (BIZ-LAB-014). Earlier roles as published: DeepMind.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Louis Kirsch",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Inherent.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/",
     "quotes": [
      "Co-founders Tantum Collins, Edward Hughes and Louis Kirsch previously worked at DeepMind."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-030",
   "name": "Kaloyan Aleksiev",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-29",
   "status_detail": "Named as a co-founder (tech.eu, 29 May 2026).",
   "one_line": "Co-founder, Inherent.",
   "description": "Kaloyan Aleksiev: Co-founder, Inherent (BIZ-LAB-014). Earlier roles as published: Reka AI; Microsoft.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Kaloyan Aleksiev",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Inherent.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/29/london-based-ai-lab-inherent-emerges-from-stealth-with-50m-raise/",
     "quotes": [
      "another co-founder Kaloyan Aleksiev worked at Reka AI and Microsoft."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Reka AI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-031",
   "name": "Thore Graepel",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-20",
   "status_detail": "Left Google DeepMind in summer 2026 and launched Metis Reasoning (tech.eu, 20 October 2026).",
   "one_line": "Founder; director, Metis Reasoning.",
   "description": "Thore Graepel: Founder; director, Metis Reasoning (BIZ-LAB-015). Earlier roles as published: Google DeepMind research lead; co-creator of AlphaGo.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Thore Graepel",
     "role": "Founder; director",
     "from": "2026-08-25",
     "source": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Founder; director, Metis Reasoning.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
    "https://find-and-update.company-information.service.gov.uk/company/17419178/officers"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
     "quotes": [
      "Thore Graepel, who left Google DeepMind this summer, is launching AI company Metis Reasoning.",
      "a co-creator of AlphaGo"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/17419178/officers",
     "quotes": [
      "GRAEPEL, Thore Kurt Hartwig\" \"Director\" \"25 August 2026\" (METIS REASONING LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-032",
   "name": "Piers Ingram",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-20",
   "status_detail": "Named as a co-founder (tech.eu, 20 October 2026).",
   "one_line": "Co-founder; director, Metis Reasoning.",
   "description": "Piers Ingram: Co-founder; director, Metis Reasoning (BIZ-LAB-015).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Piers Ingram",
     "role": "Co-founder; director",
     "from": "2026-08-25",
     "source": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder; director, Metis Reasoning.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
    "https://find-and-update.company-information.service.gov.uk/company/17419178/officers"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
     "quotes": [
      "Piers Ingram, a serial technology and biotech entrepreneur who has raised more than $350m."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/17419178/officers",
     "quotes": [
      "INGRAM, Piers Jamie\" \"Director\" \"25 August 2026\" (METIS REASONING LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-033",
   "name": "Michael Warren",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-20",
   "status_detail": "Named as a co-founder (tech.eu, 20 October 2026).",
   "one_line": "Co-founder, Metis Reasoning.",
   "description": "Michael Warren: Co-founder, Metis Reasoning (BIZ-LAB-015). Earlier roles as published: robotics and autonomous systems, Boeing.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Michael Warren",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Metis Reasoning.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
     "quotes": [
      "Michael Warren, robotics and autonomous systems expert with experience at Boeing."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Boeing"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-034",
   "name": "David Berman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-20",
   "status_detail": "Named as a co-founder (tech.eu, 20 October 2026).",
   "one_line": "Co-founder, Metis Reasoning.",
   "description": "David Berman: Co-founder, Metis Reasoning (BIZ-LAB-015). Earlier roles as published: head of AI at Cambridge Consultants.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "David Berman",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "frontier AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "frontier AI research",
   "function": "Co-founder, Metis Reasoning.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/20/former-google-deepmind-top-researcher-launches-london-compute-efficient-ai-company/",
     "quotes": [
      "David Berman, head of AI at Cambridge Consultants and a UK government and NATO AI advisor."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "frontier AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-015",
     "name": "Metis Reasoning",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-015",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Cambridge Consultants"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-035",
   "name": "Alhussein Fawzi",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as co-founder and CEO on Hiverge's site.",
   "one_line": "Co-founder and chief executive, Hiverge.",
   "description": "Alhussein Fawzi: Co-founder and chief executive, Hiverge (BIZ-LAB-016). Earlier roles as published: founded the Algorithmic Discovery team at Google DeepMind.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Alhussein Fawzi",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://hiverge.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "algorithm discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "algorithm discovery",
   "function": "Co-founder and chief executive, Hiverge.",
   "affiliation": "Talent",
   "sources": [
    "https://hiverge.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://hiverge.ai/",
     "quotes": [
      "Co-founder and CEO",
      "Former ML research scientist at Google DeepMind, founded the Algorithmic Discovery team."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "algorithm discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-036",
   "name": "Bernardino Romera-Paredes",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as co-founder and CTO on Hiverge's site.",
   "one_line": "Co-founder and chief technology officer, Hiverge.",
   "description": "Bernardino Romera-Paredes: Co-founder and chief technology officer, Hiverge (BIZ-LAB-016). Earlier roles as published: Google DeepMind; AlphaFold.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Bernardino Romera-Paredes",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://hiverge.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "algorithm discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "algorithm discovery",
   "function": "Co-founder and chief technology officer, Hiverge.",
   "affiliation": "Talent",
   "sources": [
    "https://hiverge.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://hiverge.ai/",
     "quotes": [
      "Co-founder and CTO",
      "Former ML research scientist at Google DeepMind, part of Nobel-prize winning AlphaFold."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "algorithm discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-037",
   "name": "Hamza Fawzi",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as co-founder and Chief Scientist on Hiverge's site.",
   "one_line": "Co-founder and chief scientist, Hiverge.",
   "description": "Hamza Fawzi: Co-founder and chief scientist, Hiverge (BIZ-LAB-016). Earlier roles as published: Professor of Mathematics, University of Cambridge.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Hamza Fawzi",
     "role": "Co-founder and chief scientist",
     "from": null,
     "source": "https://hiverge.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "algorithm discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "algorithm discovery",
   "function": "Co-founder and chief scientist, Hiverge.",
   "affiliation": "Talent",
   "sources": [
    "https://hiverge.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://hiverge.ai/",
     "quotes": [
      "Co-founder and Chief Scientist",
      "Professor of Mathematics at the University of Cambridge, PhD from MIT."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "algorithm discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-016",
     "name": "Hiverge",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-016",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-038",
   "name": "Connor Leahy",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Co-founded Conjecture in March 2022; earlier co-founded EleutherAI in 2020.",
   "one_line": "Co-founder; director, Conjecture.",
   "description": "Connor Leahy: Co-founder; director, Conjecture (BIZ-LAB-018). Earlier roles as published: co-founder of EleutherAI (2020).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Connor Leahy",
     "role": "Co-founder; director",
     "from": "2022-03",
     "source": "https://www.conjecture.dev/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI safety research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI safety research",
   "function": "Co-founder; director, Conjecture.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conjecture.dev/about",
    "https://find-and-update.company-information.service.gov.uk/company/13966466/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.conjecture.dev/about",
     "quotes": [
      "Conjecture was founded in March 2022 by Connor Leahy, Sid Black, and Gabriel Alfour.",
      "Conjecture was born out of EleutherAI, also co-founded by Connor and Sid in 2020."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13966466/officers",
     "quotes": [
      "LEAHY, Connor\" \"Director\" \"9 March 2022\" (CONJECTURE LTD; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI safety research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "EleutherAI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-039",
   "name": "Sid Black",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Co-founded Conjecture in March 2022 (and EleutherAI in 2020); director of Conjecture Ltd from 8 July 2022 to 20 December 2023. Current role not checked.",
   "one_line": "Co-founder, Conjecture.",
   "description": "Sid Black: Co-founder, Conjecture (BIZ-LAB-018). Earlier roles as published: co-founder of EleutherAI (2020).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Sid Black",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.conjecture.dev/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI safety research"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI safety research",
   "function": "Co-founder, Conjecture.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conjecture.dev/about",
    "https://find-and-update.company-information.service.gov.uk/company/13966466/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.conjecture.dev/about",
     "quotes": [
      "Conjecture was founded in March 2022 by Connor Leahy, Sid Black, and Gabriel Alfour.",
      "also co-founded by Connor and Sid in 2020."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13966466/officers",
     "quotes": [
      "BLACK, Sidney Thomas\" \"Director\" appointed \"8 July 2022\" resigned \"20 December 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI safety research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "EleutherAI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-040",
   "name": "Gabriel Alfour",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Co-founded Conjecture in March 2022.",
   "one_line": "Co-founder, Conjecture.",
   "description": "Gabriel Alfour: Co-founder, Conjecture (BIZ-LAB-018).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Gabriel Alfour",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.conjecture.dev/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI safety research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI safety research",
   "function": "Co-founder, Conjecture.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conjecture.dev/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.conjecture.dev/about",
     "quotes": [
      "Conjecture was founded in March 2022 by Connor Leahy, Sid Black, and Gabriel Alfour."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI safety research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-018",
     "name": "Conjecture",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-018",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-041",
   "name": "William Tunstall-Pedoe",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Described as founder and CEO on Unlikely AI's site.",
   "one_line": "Founder and chief executive, Unlikely AI.",
   "description": "William Tunstall-Pedoe: Founder and chief executive, Unlikely AI (BIZ-LAB-019).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "William Tunstall-Pedoe",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://unlikely.ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "neurosymbolic AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "neurosymbolic AI",
   "function": "Founder and chief executive, Unlikely AI.",
   "affiliation": "Talent",
   "sources": [
    "https://unlikely.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://unlikely.ai/",
     "quotes": [
      "Sky News put the question to our founder and CEO, William Tunstall-Pedoe."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "neurosymbolic AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-019",
     "name": "Unlikely AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-019",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-019",
     "name": "Unlikely AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-019",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-042",
   "name": "Yishu Miao",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Haiper Limited since 11 April 2022; the company is shown at Companies House with an active proposal to strike off (Labs page record).",
   "one_line": "Co-founder; director, Haiper.",
   "description": "Yishu Miao: Co-founder; director, Haiper (BIZ-LAB-020).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Yishu Miao",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13515940/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video",
   "function": "Co-founder; director, Haiper.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13515940/officers",
    "https://www.uktech.news/ai/haiper-ai-video-generation-20240306"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13515940/officers",
     "quotes": [
      "MIAO, Yishu, Dr\" \"Director\" \"11 April 2022\" (HAIPER LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/haiper-ai-video-generation-20240306",
     "quotes": [
      "Founded in 2021 by two former researchers at Google DeepMind\" (founders not named in article; dated 6 March 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-020",
     "name": "Haiper",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-020",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-020",
     "name": "Haiper",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-020",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Google DeepMind (BIZ-LAB-001) — company founders described as former DeepMind researchers; individuals not named"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-043",
   "name": "Ziyu Wang",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Haiper Limited since 11 April 2022.",
   "one_line": "Co-founder; director, Haiper.",
   "description": "Ziyu Wang: Co-founder; director, Haiper (BIZ-LAB-020).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ziyu Wang",
     "role": "Co-founder; director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13515940/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video",
   "function": "Co-founder; director, Haiper.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13515940/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13515940/officers",
     "quotes": [
      "WANG, Ziyu, Dr\" \"Director\" \"11 April 2022\" (HAIPER LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-020",
     "name": "Haiper",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-020",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-020",
     "name": "Haiper",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-020",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-044",
   "name": "Marvin Purtorab",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-15",
   "status_detail": "Co-founded Convergence, which Salesforce agreed to buy in May 2025; later role not checked.",
   "one_line": "Co-founder, Convergence.",
   "description": "Marvin Purtorab: Co-founder, Convergence (BIZ-LAB-021). Earlier roles as published: Shopify; Cohere.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Marvin Purtorab",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agents",
   "function": "Co-founder, Convergence.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/",
     "quotes": [
      "Convergence was founded by Marvin Purtorab and Andy Toulis, who both worked at Shopify and AI enterprise firm Cohere."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-021",
     "name": "Convergence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-021",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-021",
     "name": "Convergence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-021",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-006",
     "name": "Cohere (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-006",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Shopify"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-045",
   "name": "Andy Toulis",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-15",
   "status_detail": "Co-founded Convergence, which Salesforce agreed to buy in May 2025; later role not checked.",
   "one_line": "Co-founder, Convergence.",
   "description": "Andy Toulis: Co-founder, Convergence (BIZ-LAB-021). Earlier roles as published: Shopify; Cohere.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Andy Toulis",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agents",
   "function": "Co-founder, Convergence.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2025/05/15/salesforce-acquires-uk-ai-startup-convergence-one-year-after-launch/",
     "quotes": [
      "Convergence was founded by Marvin Purtorab and Andy Toulis, who both worked at Shopify and AI enterprise firm Cohere."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-021",
     "name": "Convergence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-021",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-021",
     "name": "Convergence",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-021",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-006",
     "name": "Cohere (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-006",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Shopify"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-046",
   "name": "Alan Patterson",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-25",
   "status_detail": "Named as chief executive of BeyondMath (UKTN, 25 February 2026).",
   "one_line": "Chief executive, BeyondMath.",
   "description": "Alan Patterson: Chief executive, BeyondMath (BIZ-LAB-022).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Alan Patterson",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/beyondmath-raises-seed-extension-20260225"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "physics simulation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "physics simulation",
   "function": "Chief executive, BeyondMath.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/beyondmath-raises-seed-extension-20260225"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/beyondmath-raises-seed-extension-20260225",
     "quotes": [
      "Alan Patterson, chief executive of BeyondMath",
      "BeyondMath was founded by ex-Google employees"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "physics simulation",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-022",
     "name": "BeyondMath",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-022",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Google — company described as founded by ex-Google employees"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-047",
   "name": "Toby Shevlane",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-27",
   "status_detail": "Named as co-founder when Mantic came out of stealth (tech.eu, 27 August 2025).",
   "one_line": "Co-founder, Mantic.",
   "description": "Toby Shevlane: Co-founder, Mantic (BIZ-LAB-023). Earlier roles as published: Google DeepMind researcher.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Toby Shevlane",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "forecasting"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "forecasting",
   "function": "Co-founder, Mantic.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/",
     "quotes": [
      "Mantic was founded by former Google DeepMind researcher Toby Shevlane and Ben Day,"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "forecasting",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-023",
     "name": "Mantic",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-023",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-023",
     "name": "Mantic",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-023",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-048",
   "name": "Ben Day",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-27",
   "status_detail": "Named as co-founder (tech.eu, 27 August 2025).",
   "one_line": "Co-founder, Mantic.",
   "description": "Ben Day: Co-founder, Mantic (BIZ-LAB-023).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ben Day",
     "role": "Co-founder",
     "from": null,
     "source": "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "forecasting"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "forecasting",
   "function": "Co-founder, Mantic.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2025/08/27/mantic-which-claims-to-forecast-world-events-emerges-from-stealth/",
     "quotes": [
      "Mantic was founded by former Google DeepMind researcher Toby Shevlane and Ben Day,",
      "who holds a machine learning PHD from Cambridge University."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "forecasting",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-023",
     "name": "Mantic",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-023",
     "page_label": "Labs"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-LAB-023",
     "name": "Mantic",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-023",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-049",
   "name": "Mustafa Suleyman",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-04-07",
   "status_detail": "Wrote Microsoft's April 2024 announcement of the Microsoft AI London hub as EVP and CEO of Microsoft AI; Microsoft describes him as co-founder of DeepMind and Inflection.",
   "one_line": "Executive vice president and chief executive, Microsoft AI, Microsoft AI.",
   "description": "Mustafa Suleyman: Executive vice president and chief executive, Microsoft AI, Microsoft AI (BIZ-BIG-010). Earlier roles as published: co-founder of DeepMind and of Inflection.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Mustafa Suleyman",
     "role": "Executive vice president and chief executive, Microsoft AI",
     "from": null,
     "source": "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Executive vice president and chief executive, Microsoft AI, Microsoft AI.",
   "affiliation": "Talent",
   "sources": [
    "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/"
   ],
   "source_quotes": [
    {
     "url": "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/",
     "quotes": [
      "Mustafa Suleyman, EVP and CEO of Microsoft AI",
      "Mustafa Suleyman, DeepMind and Inflection Co-founder, joins Microsoft to lead Copilot\" (dated 7 April 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-010",
     "name": "Microsoft AI London hub",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-010",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Inflection AI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-187"
   ]
  },
  {
   "id": "BIZ-TAL-050",
   "name": "Jordan Hoffmann",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-04-07",
   "status_detail": "Named to lead the new Microsoft AI London hub on 7 April 2024; no later page opened.",
   "one_line": "Head of Microsoft AI London hub, Microsoft AI London hub.",
   "description": "Jordan Hoffmann: Head of Microsoft AI London hub, Microsoft AI London hub (BIZ-BIG-010). Earlier roles as published: Inflection; DeepMind.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jordan Hoffmann",
     "role": "Head of Microsoft AI London hub",
     "from": "2024-04-07",
     "source": "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Head of Microsoft AI London hub, Microsoft AI London hub.",
   "affiliation": "Talent",
   "sources": [
    "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/"
   ],
   "source_quotes": [
    {
     "url": "https://blogs.microsoft.com/blog/2024/04/07/announcing-new-microsoft-ai-hub-in-london/",
     "quotes": [
      "The new AI hub will be led by Jordan Hoffmann",
      "Prior to joining Microsoft AI, Hoffmann distinguished himself as an AI pioneer at Inflection and DeepMind, based in London."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-010",
     "name": "Microsoft AI London hub",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-010",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Inflection AI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-051",
   "name": "Darren Hardman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-10",
   "status_detail": "Named as UK Microsoft CEO in the government's sector-plan update of 10 June 2026.",
   "one_line": "UK chief executive, Microsoft (UK).",
   "description": "Darren Hardman: UK chief executive, Microsoft (UK) (BIZ-BIG-009). [Round 4, 30 Oct 2026] quoted role (January 2026): UK CEO, Microsoft; AI Skills Boost partner",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Darren Hardman",
     "role": "UK chief executive",
     "from": null,
     "source": "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "cloud and AI software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "cloud and AI software",
   "function": "UK chief executive, Microsoft (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update",
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update",
     "quotes": [
      "Darren Hardman, UK Microsoft CEO, as the TechFirst Social Mobility champion\" (published 10 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "UK CEO, Microsoft"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cloud and AI software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-052",
   "name": "Phoebe Thacker",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04-13",
   "status_detail": "Named as OpenAI's London site lead (tech.eu, 13 April 2026); OpenAI then had roughly 200 London staff.",
   "one_line": "Global head of data research programmes and London site lead, OpenAI (UK).",
   "description": "Phoebe Thacker: Global head of data research programmes and London site lead, OpenAI (UK) (BIZ-BIG-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Phoebe Thacker",
     "role": "Global head of data research programmes and London site lead",
     "from": null,
     "source": "https://tech.eu/2026/04/13/openai-to-move-to-first-permanent-london-office-with-capacity-to-more-than-double-headcount/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Global head of data research programmes and London site lead, OpenAI (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/04/13/openai-to-move-to-first-permanent-london-office-with-capacity-to-more-than-double-headcount/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/04/13/openai-to-move-to-first-permanent-london-office-with-capacity-to-more-than-double-headcount/",
     "quotes": [
      "global head of data research programmes and London site lead at OpenAI\" (dated 13 April 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-001",
     "name": "OpenAI (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-001",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-053",
   "name": "Pip White",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-27",
   "status_detail": "Named in Anthropic's UK government partnership release of 27 January 2026.",
   "one_line": "Head of UK, Ireland and Northern Europe, Anthropic (UK).",
   "description": "Pip White: Head of UK, Ireland and Northern Europe, Anthropic (UK) (BIZ-BIG-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pip White",
     "role": "Head of UK, Ireland and Northern Europe",
     "from": null,
     "source": "https://www.anthropic.com/news/gov-UK-partnership"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Head of UK, Ireland and Northern Europe, Anthropic (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.anthropic.com/news/gov-UK-partnership"
   ],
   "source_quotes": [
    {
     "url": "https://www.anthropic.com/news/gov-UK-partnership",
     "quotes": [
      "Head of UK, Ireland and Northern Europe\" (Pip White; dated 27 January 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-054",
   "name": "Chris Ciauri",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-27",
   "status_detail": "Named in Anthropic's UK government partnership release of 27 January 2026.",
   "one_line": "Managing Director International, Anthropic (UK).",
   "description": "Chris Ciauri: Managing Director International, Anthropic (UK) (BIZ-BIG-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Chris Ciauri",
     "role": "Managing Director International",
     "from": null,
     "source": "https://www.anthropic.com/news/gov-UK-partnership"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Managing Director International, Anthropic (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.anthropic.com/news/gov-UK-partnership"
   ],
   "source_quotes": [
    {
     "url": "https://www.anthropic.com/news/gov-UK-partnership",
     "quotes": [
      "Managing Director International\" (Chris Ciauri; dated 27 January 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-055",
   "name": "Aidan Gomez",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-15",
   "status_detail": "Director of Cohere UK, Ltd. since 18 March 2022; Cohere said on 15 June 2026 that its CEO is based in the UK.",
   "one_line": "Co-founder and chief executive; director of Cohere UK, Ltd., Cohere (UK).",
   "description": "Aidan Gomez: Co-founder and chief executive; director of Cohere UK, Ltd., Cohere (UK) (BIZ-BIG-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Aidan Gomez",
     "role": "Co-founder and chief executive; director of Cohere UK, Ltd.",
     "from": "2022-03-18",
     "source": "https://find-and-update.company-information.service.gov.uk/company/13987418/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Co-founder and chief executive; director of Cohere UK, Ltd., Cohere (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13987418/officers",
    "https://cohere.com/blog/cohere-triples-uk-footprint-with-new-london-office-to-support-r-and-d-growth"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13987418/officers",
     "quotes": [
      "GOMEZ, Aidan\" \"Director\" \"18 March 2022\" (COHERE UK, LTD.; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://cohere.com/blog/cohere-triples-uk-footprint-with-new-london-office-to-support-r-and-d-growth",
     "quotes": [
      "with both CEO Aidan Gomez and CTO Phil Blunsom based in the UK",
      "Co-Founder and CEO\" (dated 15 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-006",
     "name": "Cohere (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-006",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-BIG-006",
     "name": "Cohere (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-006",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-056",
   "name": "Phil Blunsom",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-15",
   "status_detail": "Cohere said on 15 June 2026 that its CTO is based in the UK.",
   "one_line": "Chief technology officer, Cohere (UK).",
   "description": "Phil Blunsom: Chief technology officer, Cohere (UK) (BIZ-BIG-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Phil Blunsom",
     "role": "Chief technology officer",
     "from": null,
     "source": "https://cohere.com/blog/cohere-triples-uk-footprint-with-new-london-office-to-support-r-and-d-growth"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Chief technology officer, Cohere (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://cohere.com/blog/cohere-triples-uk-footprint-with-new-london-office-to-support-r-and-d-growth"
   ],
   "source_quotes": [
    {
     "url": "https://cohere.com/blog/cohere-triples-uk-footprint-with-new-london-office-to-support-r-and-d-growth",
     "quotes": [
      "with both CEO Aidan Gomez and CTO Phil Blunsom based in the UK\" (dated 15 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-006",
     "name": "Cohere (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-006",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-057",
   "name": "Tanuja Randery",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-09-10",
   "status_detail": "Quoted in AWS's UK investment release of 10 September 2024; not re-checked for 2026.",
   "one_line": "Vice President and Managing Director, EMEA, AWS, Amazon Web Services (UK).",
   "description": "Tanuja Randery: Vice President and Managing Director, EMEA, AWS, Amazon Web Services (UK) (BIZ-BIG-013).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tanuja Randery",
     "role": "Vice President and Managing Director, EMEA, AWS",
     "from": null,
     "source": "https://www.aboutamazon.co.uk/news/job-creation-and-investment/aws-plans-to-invest-8-billion-in-the-uk"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "cloud"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "cloud",
   "function": "Vice President and Managing Director, EMEA, AWS, Amazon Web Services (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.aboutamazon.co.uk/news/job-creation-and-investment/aws-plans-to-invest-8-billion-in-the-uk"
   ],
   "source_quotes": [
    {
     "url": "https://www.aboutamazon.co.uk/news/job-creation-and-investment/aws-plans-to-invest-8-billion-in-the-uk",
     "quotes": [
      "Tanuja Randery, Vice President and Managing Director, Europe, Middle East & Africa (EMEA) at AWS, said:\" (dated 10 September 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cloud",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-013",
     "name": "Amazon Web Services (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-013",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-058",
   "name": "Anthony Hills",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-09",
   "status_detail": "Quoted as NVIDIA's UK&I director in a Nebius release of 9 June 2026.",
   "one_line": "Director, UK and Ireland, NVIDIA (UK).",
   "description": "Anthony Hills: Director, UK and Ireland, NVIDIA (UK) (BIZ-BIG-014).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Anthony Hills",
     "role": "Director, UK and Ireland",
     "from": null,
     "source": "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Director, UK and Ireland, NVIDIA (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies"
   ],
   "source_quotes": [
    {
     "url": "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies",
     "quotes": [
      "Anthony Hills, Director, UK&I, NVIDIA\" (dated 9 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-014",
     "name": "NVIDIA (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-014",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-059",
   "name": "Evan Helda",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-09",
   "status_detail": "Quoted in Nebius's release of 9 June 2026 on its Physical AI Living Lab.",
   "one_line": "Head of Physical AI, Nebius (UK).",
   "description": "Evan Helda: Head of Physical AI, Nebius (UK) (BIZ-BIG-021).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Evan Helda",
     "role": "Head of Physical AI",
     "from": null,
     "source": "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "cloud compute"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "cloud compute",
   "function": "Head of Physical AI, Nebius (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies"
   ],
   "source_quotes": [
    {
     "url": "https://nebius.com/newsroom/nebius-launches-physical-ai-living-lab-for-uk-and-european-robotics-startups-built-with-nvidia-technologies",
     "quotes": [
      "Evan Helda, Head of Physical AI at Nebius\" (dated 9 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cloud compute",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-021",
     "name": "Nebius (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-021",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-060",
   "name": "Timothy Hospedales",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as head of the Cambridge centre on Samsung Research's page (undated).",
   "one_line": "Head of AIC-Cambridge and Head of Europe AI Center, Samsung AI Center Cambridge.",
   "description": "Timothy Hospedales: Head of AIC-Cambridge and Head of Europe AI Center, Samsung AI Center Cambridge (BIZ-BIG-033).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Timothy Hospedales",
     "role": "Head of AIC-Cambridge and Head of Europe AI Center",
     "from": null,
     "source": "https://research.samsung.com/aicenter_cambridge"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI research",
   "function": "Head of AIC-Cambridge and Head of Europe AI Center, Samsung AI Center Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://research.samsung.com/aicenter_cambridge"
   ],
   "source_quotes": [
    {
     "url": "https://research.samsung.com/aicenter_cambridge",
     "quotes": [
      "Timothy Hospedales · Head of Europe AI Center",
      "Head of AIC-Cambridge"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-033",
     "name": "Samsung AI Center Cambridge",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-033",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-061",
   "name": "Georgios Tzimiropoulos",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed on Samsung Research's Cambridge page (undated).",
   "one_line": "Leader of AIC-Cambridge, Samsung AI Center Cambridge.",
   "description": "Georgios Tzimiropoulos: Leader of AIC-Cambridge, Samsung AI Center Cambridge (BIZ-BIG-033).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Georgios Tzimiropoulos",
     "role": "Leader of AIC-Cambridge",
     "from": null,
     "source": "https://research.samsung.com/aicenter_cambridge"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI research",
   "function": "Leader of AIC-Cambridge, Samsung AI Center Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://research.samsung.com/aicenter_cambridge"
   ],
   "source_quotes": [
    {
     "url": "https://research.samsung.com/aicenter_cambridge",
     "quotes": [
      "Georgios Tzimiropoulos Leader of AIC-Cambridge"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI research",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-033",
     "name": "Samsung AI Center Cambridge",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-033",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-062",
   "name": "Michael Green",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-31",
   "status_detail": "Quoted in Databricks's UK investment release of 31 March 2026.",
   "one_line": "UK and Ireland Managing Director, Databricks (UK).",
   "description": "Michael Green: UK and Ireland Managing Director, Databricks (UK) (BIZ-BIG-036).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Michael Green",
     "role": "UK and Ireland Managing Director",
     "from": null,
     "source": "https://www.databricks.com/company/newsroom/press-releases/databricks-announces-850m-uk-investment-accelerate-enterprise-data"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "data and AI platforms"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "data and AI platforms",
   "function": "UK and Ireland Managing Director, Databricks (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.databricks.com/company/newsroom/press-releases/databricks-announces-850m-uk-investment-accelerate-enterprise-data"
   ],
   "source_quotes": [
    {
     "url": "https://www.databricks.com/company/newsroom/press-releases/databricks-announces-850m-uk-investment-accelerate-enterprise-data",
     "quotes": [
      "said Michael Green, UK and Ireland Managing Director, Databricks\" (dated 31 March 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "data and AI platforms",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-036",
     "name": "Databricks (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-036",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-063",
   "name": "Zahra Bahrololoumi",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-16",
   "status_detail": "Named in Salesforce's UK investment release of 16 September 2025.",
   "one_line": "Chief executive, Salesforce UK and Ireland, Salesforce (UK).",
   "description": "Zahra Bahrololoumi: Chief executive, Salesforce UK and Ireland, Salesforce (UK) (BIZ-BIG-026). [Round 4, 30 Oct 2026] quoted role (January 2026): CEO, Salesforce UK and Ireland; AI Skills Boost partner",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Zahra Bahrololoumi",
     "role": "Chief executive, Salesforce UK and Ireland",
     "from": null,
     "source": "https://www.salesforce.com/news/press-releases/2025/09/16/united-kingdom-investment-announcement/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "enterprise software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "enterprise software",
   "function": "Chief executive, Salesforce UK and Ireland, Salesforce (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.salesforce.com/news/press-releases/2025/09/16/united-kingdom-investment-announcement/",
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.salesforce.com/news/press-releases/2025/09/16/united-kingdom-investment-announcement/",
     "quotes": [
      "Zahra Bahrololoumi, CEO, Salesforce UK & Ireland\" (dated 16 September 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "CEO, Salesforce UK and Ireland"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "enterprise software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-026",
     "name": "Salesforce (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-026",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-064",
   "name": "Siobhan Wilson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-03-17",
   "status_detail": "Named in Oracle's UK cloud investment release of 17 March 2025.",
   "one_line": "Senior vice president and country leader, Oracle UK, Oracle (UK).",
   "description": "Siobhan Wilson: Senior vice president and country leader, Oracle UK, Oracle (UK) (BIZ-BIG-025).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Siobhan Wilson",
     "role": "Senior vice president and country leader, Oracle UK",
     "from": null,
     "source": "https://www.oracle.com/uk/news/announcement/oracle-invest-five-billion-cloud-infrastructure-2025-03-17/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "cloud"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "cloud",
   "function": "Senior vice president and country leader, Oracle UK, Oracle (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://www.oracle.com/uk/news/announcement/oracle-invest-five-billion-cloud-infrastructure-2025-03-17/"
   ],
   "source_quotes": [
    {
     "url": "https://www.oracle.com/uk/news/announcement/oracle-invest-five-billion-cloud-infrastructure-2025-03-17/",
     "quotes": [
      "senior vice president and country leader, Oracle UK\" (Siobhan Wilson; dated 17 March 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cloud",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-025",
     "name": "Oracle (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-025",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-065",
   "name": "Richard Jinu Lee",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-08-25",
   "status_detail": "Appointed director of X.AI London Ltd on 25 August 2026, after Adeeb Sahar (8 June–25 August 2026) and Jared Birchall (12 December 2024–8 June 2026).",
   "one_line": "Director, X.AI London Ltd, xAI (UK).",
   "description": "Richard Jinu Lee: Director, X.AI London Ltd, xAI (UK) (BIZ-BIG-029).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Richard Jinu Lee",
     "role": "Director, X.AI London Ltd",
     "from": "2026-08-25",
     "source": "https://find-and-update.company-information.service.gov.uk/company/16131916/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "language models"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "language models",
   "function": "Director, X.AI London Ltd, xAI (UK).",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/16131916/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16131916/officers",
     "quotes": [
      "LEE, Richard Jinu\" \"Director\" \"25 August 2026\"; \"BIRCHALL, Jared\" \"12 December 2024\" resigned \"8 June 2026\"; \"SAHAR, Adeeb\" \"8 June 2026\" resigned \"25 August 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "language models",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-029",
     "name": "xAI (UK) — X.AI London Ltd",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-029",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-067",
   "name": "Marc Warner",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-16",
   "status_detail": "Became Accenture's chief technology officer while remaining Faculty CEO when Accenture completed its acquisition of Faculty on 16 March 2026.",
   "one_line": "Co-founder and chief executive, Faculty; chief technology officer, Accenture, Faculty (acquired by Accenture).",
   "description": "Marc Warner: Co-founder and chief executive, Faculty; chief technology officer, Accenture, Faculty (acquired by Accenture) (BIZ-BIG-030). [Round 4, 30 Oct 2026] current title: Chief Executive Officer and Co-Founder, Faculty (company page, which does not mention Accenture)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Marc Warner",
     "role": "Co-founder and chief executive, Faculty; chief technology officer, Accenture",
     "from": "2026-03-16",
     "source": "https://newsroom.accenture.com/news/2026/accenture-completes-acquisition-of-faculty"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI services"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI services",
   "function": "Co-founder and chief executive, Faculty; chief technology officer, Accenture, Faculty (acquired by Accenture).",
   "affiliation": "Talent",
   "sources": [
    "https://newsroom.accenture.com/news/2026/accenture-completes-acquisition-of-faculty",
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://newsroom.accenture.com/news/2026/accenture-completes-acquisition-of-faculty",
     "quotes": [
      "Faculty CEO and co-founder Dr. Marc Warner expands his role to also become chief technology officer of Accenture\" (completed \"March 16, 2026\")"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Chief Executive Officer & Co-Founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI services",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SVC-002",
     "name": "Accenture UK (Data and AI practice)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-002",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-068",
   "name": "Tony Pialis",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-12-18",
   "status_detail": "Qualcomm completed its acquisition of Alphawave Semi on 18 December 2025 and said he would lead its data-centre business.",
   "one_line": "Head of Qualcomm data-centre business; co-founder and former CEO of Alphawave Semi, Qualcomm (UK) — Alphawave Semi.",
   "description": "Tony Pialis: Head of Qualcomm data-centre business; co-founder and former CEO of Alphawave Semi, Qualcomm (UK) — Alphawave Semi (BIZ-BIG-031).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tony Pialis",
     "role": "Head of Qualcomm data-centre business; co-founder and former CEO of Alphawave Semi",
     "from": null,
     "source": "https://www.barchart.com/story/news/36684950/qualcomm-completes-acquisition-of-alphawave-semi"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "semiconductors"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "semiconductors",
   "function": "Head of Qualcomm data-centre business; co-founder and former CEO of Alphawave Semi, Qualcomm (UK) — Alphawave Semi.",
   "affiliation": "Talent",
   "sources": [
    "https://www.barchart.com/story/news/36684950/qualcomm-completes-acquisition-of-alphawave-semi"
   ],
   "source_quotes": [
    {
     "url": "https://www.barchart.com/story/news/36684950/qualcomm-completes-acquisition-of-alphawave-semi",
     "quotes": [
      "Tony Pialis, CEO and co-founder of Alphawave Semi, will lead the Qualcomm data center business.\" (dated 18 December 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "semiconductors",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-031",
     "name": "Qualcomm (UK) — Alphawave Semi",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-031",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-BIG-031",
     "name": "Qualcomm (UK) — Alphawave Semi",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-031",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "founded_by",
     "id": "BIZ-CHIP-006",
     "name": "Alphawave Semi",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-006",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-069",
   "name": "Rene Haas",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04",
   "status_detail": "Arm's UK annual report says he remains Arm CEO and board member after being appointed CEO of SoftBank Group International in April 2026.",
   "one_line": "Chief executive, Arm.",
   "description": "Rene Haas: Chief executive, Arm (BIZ-CHIP-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rene Haas",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.sec.gov/Archives/edgar/data/1973239/000197323926000135/armukconsolidatedannualr.htm"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "chip design"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "chip design",
   "function": "Chief executive, Arm.",
   "affiliation": "Talent",
   "sources": [
    "https://www.sec.gov/Archives/edgar/data/1973239/000197323926000135/armukconsolidatedannualr.htm"
   ],
   "source_quotes": [
    {
     "url": "https://www.sec.gov/Archives/edgar/data/1973239/000197323926000135/armukconsolidatedannualr.htm",
     "quotes": [
      "Mr. Haas, its Chief Executive Officer",
      "In April 2026, Mr. Haas was appointed as Chief Executive Officer of SoftBank Group International",
      "will continue to serve as Arm's Chief Executive Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "chip design",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-001",
     "name": "Arm",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-001",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "SoftBank Group International"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-070",
   "name": "Nigel Toon",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-31",
   "status_detail": "Stepped down as Graphcore's executive chair on 31 July 2026; Companies House shows his directorship ended 30 July 2026.",
   "one_line": "Co-founder; former executive chair, Graphcore.",
   "description": "Nigel Toon: Co-founder; former executive chair, Graphcore (BIZ-CHIP-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Nigel Toon",
     "role": "Co-founder; former executive chair",
     "from": null,
     "source": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Co-founder; former executive chair, Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
    "https://find-and-update.company-information.service.gov.uk/company/10185006/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "With effect from Friday 31st July 2026 I will step down from my role as Executive Chair at Graphcore",
      "co-founded together with Simon Knowles back in July 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
     "quotes": [
      "TOON, Nigel Jurgen\" \"Director\" \"17 May 2016\" resigned \"30 July 2026\" (GRAPHCORE LIMITED)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-071",
   "name": "Simon Knowles",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-20",
   "status_detail": "Co-founded Graphcore in 2016; director from 17 May 2016 (re-appointed 11 July 2024) until 20 August 2025.",
   "one_line": "Co-founder; former director, Graphcore.",
   "description": "Simon Knowles: Co-founder; former director, Graphcore (BIZ-CHIP-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Simon Knowles",
     "role": "Co-founder; former director",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Co-founder; former director, Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
     "quotes": [
      "KNOWLES, Simon Christian\" \"Director\" \"17 May 2016\" to \"11 July 2024\"; again \"11 July 2024\" resigned \"20 August 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "the company I co-founded together with Simon Knowles back in July 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-072",
   "name": "Marcus McElroy",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-31",
   "status_detail": "Director of Graphcore Limited since 18 December 2025; named by Nigel Toon on 31 July 2026 as leading the company.",
   "one_line": "Director; leads the company, Graphcore.",
   "description": "Marcus McElroy: Director; leads the company, Graphcore (BIZ-CHIP-003). [Round 4, 30 Oct 2026] current title: General Manager, Graphcore",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Marcus McElroy",
     "role": "Director; leads the company",
     "from": "2025-12-18",
     "source": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Director; leads the company, Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
     "quotes": [
      "MCELROY, Marcus William\" \"Director\" \"18 December 2025\" (active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "I now leave Graphcore in safe hands with Marcus McElroy at the helm\" (dated 31 July 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "General Manager"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-073",
   "name": "Walter Goodwin",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-14",
   "status_detail": "Named as CEO and founder (UKTN, 14 May 2026).",
   "one_line": "Founder and chief executive, Fractile.",
   "description": "Walter Goodwin: Founder and chief executive, Fractile (BIZ-CHIP-005).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Walter Goodwin",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/fractile-raises-162-8m-to-boost-ai-inference-chip-development-20260514"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Founder and chief executive, Fractile.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/fractile-raises-162-8m-to-boost-ai-inference-chip-development-20260514"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/fractile-raises-162-8m-to-boost-ai-inference-chip-development-20260514",
     "quotes": [
      "Walter Goodwin, CEO and founder at Fractile.\" (dated 14 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-CHIP-005",
     "name": "Fractile",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-005",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-005",
     "name": "Fractile",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-005",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-005",
     "name": "Fractile",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-005",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-074",
   "name": "James Dacombe",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of OLIX Computing Limited since 22 March 2024 (Companies House, active). Founder role from the Chips page record (not re-opened).",
   "one_line": "Founder; director, OLIX.",
   "description": "James Dacombe: Founder; director, OLIX (BIZ-CHIP-007). [Round 4, 30 Oct 2026] background and investor: OLIX \"Founded in 2024 by James Dacombe\"; he earlier set up neurotechnology company CoMind; the government's Sovereign AI unit invested in OLIX (release 3 August 2026)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "James Dacombe",
     "role": "Founder; director",
     "from": "2024-03-22",
     "source": "https://find-and-update.company-information.service.gov.uk/company/15585099/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Founder; director, OLIX.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/15585099/officers",
    "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15585099/officers",
     "quotes": [
      "DACOMBE, James\" \"Director\" \"22 March 2024\" (OLIX COMPUTING LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips",
     "quotes": [
      "Founded in 2024 by James Dacombe"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-CHIP-007",
     "name": "OLIX (formerly Flux Corp)",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-007",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-007",
     "name": "OLIX (formerly Flux Corp)",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-007",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-075",
   "name": "Noel Hurley",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-06-02",
   "status_detail": "Named as CEO on Literal Labs' pre-seed page (last updated 2 June 2025).",
   "one_line": "Chief executive, Literal Labs.",
   "description": "Noel Hurley: Chief executive, Literal Labs (BIZ-CHIP-009).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Noel Hurley",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.literal-labs.ai/press/literal-labs-pre-seed-round.html"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI chips",
   "function": "Chief executive, Literal Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://www.literal-labs.ai/press/literal-labs-pre-seed-round.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.literal-labs.ai/press/literal-labs-pre-seed-round.html",
     "quotes": [
      "As our CEO Noel Hurley explained"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-009",
     "name": "Literal Labs",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-009",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-076",
   "name": "Tim Weil",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Named as CEO and co-founder of Lumai (DCD, undated page; Lumai spun out of Oxford in 2022).",
   "one_line": "Co-founder and chief executive, Lumai.",
   "description": "Tim Weil: Co-founder and chief executive, Lumai (BIZ-CHIP-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tim Weil",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.datacenterdynamics.com/en/news/lumai-raises-10-million-for-its-optical-processing-technology/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "optical computing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "optical computing",
   "function": "Co-founder and chief executive, Lumai.",
   "affiliation": "Talent",
   "sources": [
    "https://www.datacenterdynamics.com/en/news/lumai-raises-10-million-for-its-optical-processing-technology/"
   ],
   "source_quotes": [
    {
     "url": "https://www.datacenterdynamics.com/en/news/lumai-raises-10-million-for-its-optical-processing-technology/",
     "quotes": [
      "CEO and co-founder at Lumai.",
      "Founded in 2022 after spinning out from the University of Oxford"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "optical computing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-010",
     "name": "Lumai",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-010",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-010",
     "name": "Lumai",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-010",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-077",
   "name": "James Regan",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-10-21",
   "status_detail": "Named as CEO (UKTN, 21 October 2024); Oriole is a 2023 UCL spin-out.",
   "one_line": "Chief executive, Oriole Networks.",
   "description": "James Regan: Chief executive, Oriole Networks (BIZ-CHIP-011).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "James Regan",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/ian-hogarths-plural-leads-17m-ai-round-oriole-networks-20241021"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "optical networking"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "optical networking",
   "function": "Chief executive, Oriole Networks.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ian-hogarths-plural-leads-17m-ai-round-oriole-networks-20241021"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ian-hogarths-plural-leads-17m-ai-round-oriole-networks-20241021",
     "quotes": [
      "Oriole Networks CEO James Regan",
      "a spinout from University College London\" (dated 21 October 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "optical networking",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-011",
     "name": "Oriole Networks",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-011",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-078",
   "name": "Vaysh Kewada",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-14",
   "status_detail": "Named as CEO and co-founder (tech.eu, 14 October 2026).",
   "one_line": "Co-founder and chief executive, Salience Labs.",
   "description": "Vaysh Kewada: Co-founder and chief executive, Salience Labs (BIZ-CHIP-012).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Vaysh Kewada",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://tech.eu/2026/10/14/salience-labs-secures-125m-to-scale-photonic-chips-for-ai-data-centres/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "photonic chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "photonic chips",
   "function": "Co-founder and chief executive, Salience Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/10/14/salience-labs-secures-125m-to-scale-photonic-chips-for-ai-data-centres/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/14/salience-labs-secures-125m-to-scale-photonic-chips-for-ai-data-centres/",
     "quotes": [
      "Vaysh Kewada, CEO and co-founder of Salience Labs\" (dated 14 October 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "photonic chips",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-012",
     "name": "Salience Labs",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-012",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-012",
     "name": "Salience Labs",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-012",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-079",
   "name": "Rodolfo Rosini",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-02",
   "status_detail": "Named as co-founder and CEO (DCD, 2 July 2024).",
   "one_line": "Co-founder and chief executive, Vaire Computing.",
   "description": "Rodolfo Rosini: Co-founder and chief executive, Vaire Computing (BIZ-CHIP-018).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rodolfo Rosini",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "reversible computing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "reversible computing",
   "function": "Co-founder and chief executive, Vaire Computing.",
   "affiliation": "Talent",
   "sources": [
    "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/"
   ],
   "source_quotes": [
    {
     "url": "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/",
     "quotes": [
      "co-founder and CEO Rodolfo Rosini\" (dated 2 July 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "reversible computing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-018",
     "name": "Vaire Computing",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-018",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-018",
     "name": "Vaire Computing",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-018",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-080",
   "name": "Hannah Earley",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-02",
   "status_detail": "Named as CTO (DCD, 2 July 2024).",
   "one_line": "Co-founder and chief technology officer, Vaire Computing.",
   "description": "Hannah Earley: Co-founder and chief technology officer, Vaire Computing (BIZ-CHIP-018). Earlier roles as published: Cambridge University researcher.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Hannah Earley",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "reversible computing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "reversible computing",
   "function": "Co-founder and chief technology officer, Vaire Computing.",
   "affiliation": "Talent",
   "sources": [
    "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/"
   ],
   "source_quotes": [
    {
     "url": "https://www.datacenterdynamics.com/en/news/vaire-computing-raises-4-million-for-reversible-computing-proof-of-concept/",
     "quotes": [
      "CTO and former Cambridge University researcher Hannah Earley\" (dated 2 July 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "reversible computing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-018",
     "name": "Vaire Computing",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-018",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-018",
     "name": "Vaire Computing",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-018",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-081",
   "name": "Markus Mosen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-09",
   "status_detail": "Appointed CEO on 9 February 2026, succeeding interim CEO Didier Lamouche.",
   "one_line": "Chief executive, Imagination Technologies.",
   "description": "Markus Mosen: Chief executive, Imagination Technologies (BIZ-CHIP-020). Earlier roles as published: WeEn Semiconductors; Vice President at NXP Semiconductors; Infineon Technologies Asia Pacific.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Markus Mosen",
     "role": "Chief executive",
     "from": "2026-02-09",
     "source": "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "GPU and chip design"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "GPU and chip design",
   "function": "Chief executive, Imagination Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/"
   ],
   "source_quotes": [
    {
     "url": "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/",
     "quotes": [
      "newly appointed CEO of Imagination",
      "Vice President at NXP Semiconductors",
      "interim CEO, Didier Lamouche, who will revert to being a non-executive Director on the Board."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "GPU and chip design",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-020",
     "name": "Imagination Technologies",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-020",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "NXP Semiconductors"
    },
    {
     "kind": "alumni_of",
     "name": "Infineon Technologies"
    },
    {
     "kind": "alumni_of",
     "name": "WeEn Semiconductors"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-082",
   "name": "Ray Bingham",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-09",
   "status_detail": "Named as executive chairman in the release of 9 February 2026.",
   "one_line": "Executive chairman, Imagination Technologies.",
   "description": "Ray Bingham: Executive chairman, Imagination Technologies (BIZ-CHIP-020).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ray Bingham",
     "role": "Executive chairman",
     "from": null,
     "source": "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "GPU and chip design"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "GPU and chip design",
   "function": "Executive chairman, Imagination Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/"
   ],
   "source_quotes": [
    {
     "url": "https://www.imaginationtech.com/news/imagination-technologies-appoints-markus-mosen-as-chief-executive-officer/",
     "quotes": [
      "Executive Chairman of Imagination."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "GPU and chip design",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-020",
     "name": "Imagination Technologies",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-020",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-083",
   "name": "Nick New",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-22",
   "status_detail": "Named as co-founder and CEO (UKTN, 22 January 2026).",
   "one_line": "Co-founder and chief executive, Optalysys.",
   "description": "Nick New: Co-founder and chief executive, Optalysys (BIZ-CHIP-029).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Nick New",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/deep-tech/optalysys-readies-for-us-expansion-with-23m-funding-injection-20260122"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "optical computing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "optical computing",
   "function": "Co-founder and chief executive, Optalysys.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/deep-tech/optalysys-readies-for-us-expansion-with-23m-funding-injection-20260122"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/deep-tech/optalysys-readies-for-us-expansion-with-23m-funding-injection-20260122",
     "quotes": [
      "Dr Nick New, co-founder and chief executive of Optalysys\" (dated 22 January 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "optical computing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-029",
     "name": "Optalysys",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-029",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-CHIP-029",
     "name": "Optalysys",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-029",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-084",
   "name": "Raza Habib",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-13",
   "status_detail": "Joined Anthropic with the other Humanloop co-founders and about a dozen staff in August 2025; Anthropic said it did not acquire Humanloop's assets or IP.",
   "one_line": "Co-founder and former chief executive, Humanloop; joined Anthropic, Humanloop.",
   "description": "Raza Habib: Co-founder and former chief executive, Humanloop; joined Anthropic, Humanloop (BIZ-SW-002).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Raza Habib",
     "role": "Co-founder and former chief executive, Humanloop; joined Anthropic",
     "from": null,
     "source": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "LLM evaluation tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "LLM evaluation tools",
   "function": "Co-founder and former chief executive, Humanloop; joined Anthropic, Humanloop.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/",
     "quotes": [
      "Humanloop's three co-founders — CEO Raza Habib, CTO Peter Hayes, and CPO Jordan Burgess — have all joined Anthropic\" (dated 13 August 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "LLM evaluation tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-085",
   "name": "Peter Hayes",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-13",
   "status_detail": "Joined Anthropic with the other Humanloop co-founders and about a dozen staff in August 2025; Anthropic said it did not acquire Humanloop's assets or IP.",
   "one_line": "Co-founder and former chief technology officer, Humanloop; joined Anthropic, Humanloop.",
   "description": "Peter Hayes: Co-founder and former chief technology officer, Humanloop; joined Anthropic, Humanloop (BIZ-SW-002).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Peter Hayes",
     "role": "Co-founder and former chief technology officer, Humanloop; joined Anthropic",
     "from": null,
     "source": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "LLM evaluation tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "LLM evaluation tools",
   "function": "Co-founder and former chief technology officer, Humanloop; joined Anthropic, Humanloop.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/",
     "quotes": [
      "Humanloop's three co-founders — CEO Raza Habib, CTO Peter Hayes, and CPO Jordan Burgess — have all joined Anthropic\" (dated 13 August 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "LLM evaluation tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-086",
   "name": "Jordan Burgess",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-08-13",
   "status_detail": "Joined Anthropic with the other Humanloop co-founders and about a dozen staff in August 2025; Anthropic said it did not acquire Humanloop's assets or IP.",
   "one_line": "Co-founder and former chief product officer, Humanloop; joined Anthropic, Humanloop.",
   "description": "Jordan Burgess: Co-founder and former chief product officer, Humanloop; joined Anthropic, Humanloop (BIZ-SW-002).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jordan Burgess",
     "role": "Co-founder and former chief product officer, Humanloop; joined Anthropic",
     "from": null,
     "source": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "LLM evaluation tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "LLM evaluation tools",
   "function": "Co-founder and former chief product officer, Humanloop; joined Anthropic, Humanloop.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/",
     "quotes": [
      "Humanloop's three co-founders — CEO Raza Habib, CTO Peter Hayes, and CPO Jordan Burgess — have all joined Anthropic\" (dated 13 August 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "LLM evaluation tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-002",
     "name": "Humanloop",
     "page": "software",
     "href": "../software/#org=BIZ-SW-002",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-004",
     "name": "Anthropic (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-004",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-087",
   "name": "Eric Landau",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-26",
   "status_detail": "Named in Encord's Series C release of 26 February 2026.",
   "one_line": "Co-founder and co-chief executive, Encord.",
   "description": "Eric Landau: Co-founder and co-chief executive, Encord (BIZ-SW-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Eric Landau",
     "role": "Co-founder and co-chief executive",
     "from": null,
     "source": "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI training data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI training data",
   "function": "Co-founder and co-chief executive, Encord.",
   "affiliation": "Talent",
   "sources": [
    "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html",
     "quotes": [
      "Eric Landau, Co-Founder and Co-CEO of Encord\" (release dated 26 February 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI training data",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-004",
     "name": "Encord",
     "page": "software",
     "href": "../software/#org=BIZ-SW-004",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-004",
     "name": "Encord",
     "page": "software",
     "href": "../software/#org=BIZ-SW-004",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-088",
   "name": "Ulrik Stig Hansen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-26",
   "status_detail": "Named in Encord's Series C release of 26 February 2026.",
   "one_line": "Co-founder and co-chief executive, Encord.",
   "description": "Ulrik Stig Hansen: Co-founder and co-chief executive, Encord (BIZ-SW-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ulrik Stig Hansen",
     "role": "Co-founder and co-chief executive",
     "from": null,
     "source": "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI training data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI training data",
   "function": "Co-founder and co-chief executive, Encord.",
   "affiliation": "Talent",
   "sources": [
    "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.bolsamania.com/nota-de-prensa/mercados/encord-secures-60m-series-c-to-scale-ai-native-data-infrastructure-as-physical-ai-hits-inflection-point--21856882.html",
     "quotes": [
      "said Ulrik Stig Hansen, Co-Founder and Co-CEO of Encord"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI training data",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-004",
     "name": "Encord",
     "page": "software",
     "href": "../software/#org=BIZ-SW-004",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-004",
     "name": "Encord",
     "page": "software",
     "href": "../software/#org=BIZ-SW-004",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-089",
   "name": "Phelim Bradley",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-07-12",
   "status_detail": "Named as CEO and co-founder in Prolific's Series A release of 12 July 2023; not re-checked for 2026.",
   "one_line": "Co-founder and chief executive, Prolific.",
   "description": "Phelim Bradley: Co-founder and chief executive, Prolific (BIZ-SW-005).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Phelim Bradley",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.prolific.com/resources/series-a-fundraise"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI training data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI training data",
   "function": "Co-founder and chief executive, Prolific.",
   "affiliation": "Talent",
   "sources": [
    "https://www.prolific.com/resources/series-a-fundraise"
   ],
   "source_quotes": [
    {
     "url": "https://www.prolific.com/resources/series-a-fundraise",
     "quotes": [
      "Phelim Bradley, CEO and co-Founder",
      "Prolific was founded in 2014"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI training data",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-005",
     "name": "Prolific",
     "page": "software",
     "href": "../software/#org=BIZ-SW-005",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-005",
     "name": "Prolific",
     "page": "software",
     "href": "../software/#org=BIZ-SW-005",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-090",
   "name": "Guy Podjarny",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as founder and CEO on Tessl's About page; earlier founded Snyk.",
   "one_line": "Founder and chief executive, Tessl.",
   "description": "Guy Podjarny: Founder and chief executive, Tessl (BIZ-SW-006). Earlier roles as published: founder of Snyk; founder of Blaze (sold to Akamai), then CTO at Akamai.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Guy Podjarny",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://tessl.io/about"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI software development"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI software development",
   "function": "Founder and chief executive, Tessl.",
   "affiliation": "Talent",
   "sources": [
    "https://tessl.io/about"
   ],
   "source_quotes": [
    {
     "url": "https://tessl.io/about",
     "quotes": [
      "Founder & CEO at Tessl",
      "Guy previously founded Snyk, which created and leads the Developer Security market, scaling it to an $8B company."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI software development",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-006",
     "name": "Tessl",
     "page": "software",
     "href": "../software/#org=BIZ-SW-006",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-006",
     "name": "Tessl",
     "page": "software",
     "href": "../software/#org=BIZ-SW-006",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Snyk"
    },
    {
     "kind": "alumni_of",
     "name": "Akamai"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-091",
   "name": "Richard Ahlfeld",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-10-06",
   "status_detail": "Named as founder and CEO when CoreWeave agreed to acquire Monolith (6 October 2025).",
   "one_line": "Founder and chief executive, Monolith AI.",
   "description": "Richard Ahlfeld: Founder and chief executive, Monolith AI (BIZ-SW-008).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Richard Ahlfeld",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "engineering AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "engineering AI",
   "function": "Founder and chief executive, Monolith AI.",
   "affiliation": "Talent",
   "sources": [
    "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation",
     "quotes": [
      "Dr. Richard Ahlfeld, Founder and CEO of Monolith",
      "Joining CoreWeave will allow us to scale that mission dramatically.\" (dated 6 October 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "engineering AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-008",
     "name": "Monolith AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-008",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-008",
     "name": "Monolith AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-008",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-023",
     "name": "CoreWeave (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-023",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-092",
   "name": "Peter Schrammel",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-04",
   "status_detail": "Named in a Diffblue release of 4 November 2025.",
   "one_line": "Co-founder and chief technology officer, Diffblue.",
   "description": "Peter Schrammel: Co-founder and chief technology officer, Diffblue (BIZ-SW-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Peter Schrammel",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20251104720918/en"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI code testing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI code testing",
   "function": "Co-founder and chief technology officer, Diffblue.",
   "affiliation": "Talent",
   "sources": [
    "https://www.businesswire.com/news/home/20251104720918/en"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20251104720918/en",
     "quotes": [
      "Peter Schrammel, CTO and Co-founder of Diffblue"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI code testing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-010",
     "name": "Diffblue",
     "page": "software",
     "href": "../software/#org=BIZ-SW-010",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-010",
     "name": "Diffblue",
     "page": "software",
     "href": "../software/#org=BIZ-SW-010",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-093",
   "name": "Humayun Sheikh",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-19",
   "status_detail": "Named as Fetch's founder and CEO and an early DeepMind investor in a Fetch release (BusinessWire, undated text; URL dated 19 November 2025).",
   "one_line": "Founder and chief executive, Fetch.ai.",
   "description": "Humayun Sheikh: Founder and chief executive, Fetch.ai (BIZ-SW-013).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Humayun Sheikh",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20251119088395/en"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agents",
   "function": "Founder and chief executive, Fetch.ai.",
   "affiliation": "Talent",
   "sources": [
    "https://www.businesswire.com/news/home/20251119088395/en"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20251119088395/en",
     "quotes": [
      "Humayun Sheikh, CEO and founder of Fetch, and an early investor in DeepMind"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-SW-013",
     "name": "Fetch.ai",
     "page": "software",
     "href": "../software/#org=BIZ-SW-013",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SW-013",
     "name": "Fetch.ai",
     "page": "software",
     "href": "../software/#org=BIZ-SW-013",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-013",
     "name": "Fetch.ai",
     "page": "software",
     "href": "../software/#org=BIZ-SW-013",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-094",
   "name": "Samuel Colvin",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-10-01",
   "status_detail": "Started the Pydantic library in 2017 and the company in 2022 (TechCrunch, 1 October 2024).",
   "one_line": "Founder and chief executive, Pydantic.",
   "description": "Samuel Colvin: Founder and chief executive, Pydantic (BIZ-SW-015).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Samuel Colvin",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://techcrunch.com/2024/10/01/sequoia-backs-pydantic-to-expand-beyond-its-open-source-data-validation-framework"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "developer tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "developer tools",
   "function": "Founder and chief executive, Pydantic.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2024/10/01/sequoia-backs-pydantic-to-expand-beyond-its-open-source-data-validation-framework"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2024/10/01/sequoia-backs-pydantic-to-expand-beyond-its-open-source-data-validation-framework",
     "quotes": [
      "Pydantic founder and CEO Samuel Colvin",
      "Colvin launched Pydantic as a commercial entity in 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "developer tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-SW-015",
     "name": "Pydantic",
     "page": "software",
     "href": "../software/#org=BIZ-SW-015",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SW-015",
     "name": "Pydantic",
     "page": "software",
     "href": "../software/#org=BIZ-SW-015",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-015",
     "name": "Pydantic",
     "page": "software",
     "href": "../software/#org=BIZ-SW-015",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-095",
   "name": "Manny Medina",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-28",
   "status_detail": "Named as co-founder and CEO of London-based Paid (TechCrunch, 28 September 2025).",
   "one_line": "Co-founder and chief executive, Paid.",
   "description": "Manny Medina: Co-founder and chief executive, Paid (BIZ-SW-016). Earlier roles as published: founder of Outreach.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Manny Medina",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://techcrunch.com/2025/09/28/paid-the-ai-agent-results-based-billing-startup-from-manny-medina-raises-huge-21m-seed"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agent billing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agent billing",
   "function": "Co-founder and chief executive, Paid.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2025/09/28/paid-the-ai-agent-results-based-billing-startup-from-manny-medina-raises-huge-21m-seed"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2025/09/28/paid-the-ai-agent-results-based-billing-startup-from-manny-medina-raises-huge-21m-seed",
     "quotes": [
      "Manny Medina, co-founder and CEO of Paid",
      "previously best-known as the founder of sales automation startup Outreach",
      "London-based Paid"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agent billing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-016",
     "name": "Paid",
     "page": "software",
     "href": "../software/#org=BIZ-SW-016",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-016",
     "name": "Paid",
     "page": "software",
     "href": "../software/#org=BIZ-SW-016",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Outreach"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-096",
   "name": "Darko Matovski",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-09-24",
   "status_detail": "Named in a causaLens release of 24 September 2024; not re-checked.",
   "one_line": "Co-founder and chief executive, causaLens.",
   "description": "Darko Matovski: Co-founder and chief executive, causaLens (BIZ-SW-018).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Darko Matovski",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20240924312268/en"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agents",
   "function": "Co-founder and chief executive, causaLens.",
   "affiliation": "Talent",
   "sources": [
    "https://www.businesswire.com/news/home/20240924312268/en"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20240924312268/en",
     "quotes": [
      "says causaLens co-founder and CEO Darko Matovski"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-018",
     "name": "causaLens",
     "page": "software",
     "href": "../software/#org=BIZ-SW-018",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-018",
     "name": "causaLens",
     "page": "software",
     "href": "../software/#org=BIZ-SW-018",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-097",
   "name": "Chris Pedregal",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-25",
   "status_detail": "Named as co-founder and chief executive (UKTN, 25 March 2026).",
   "one_line": "Co-founder and chief executive, Granola.",
   "description": "Chris Pedregal: Co-founder and chief executive, Granola (BIZ-SW-021).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Chris Pedregal",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-notepad-granola-secures-unicorn-status-after-series-c-20260325"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI productivity software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI productivity software",
   "function": "Co-founder and chief executive, Granola.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-notepad-granola-secures-unicorn-status-after-series-c-20260325"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-notepad-granola-secures-unicorn-status-after-series-c-20260325",
     "quotes": [
      "co-founder and chief executive of Granola\" (Chris Pedregal; dated 25 March 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI productivity software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-021",
     "name": "Granola",
     "page": "software",
     "href": "../software/#org=BIZ-SW-021",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-021",
     "name": "Granola",
     "page": "software",
     "href": "../software/#org=BIZ-SW-021",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-098",
   "name": "Henry Comfort",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-01",
   "status_detail": "Named as co-founder and CEO (UKTN, 1 June 2026).",
   "one_line": "Co-founder and chief executive, Geordie AI.",
   "description": "Henry Comfort: Co-founder and chief executive, Geordie AI (BIZ-SW-023).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Henry Comfort",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/geordie-ai-raises-22-3m-for-security-and-governance-platform-for-ai-agents-20260601"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI agent security"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI agent security",
   "function": "Co-founder and chief executive, Geordie AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/geordie-ai-raises-22-3m-for-security-and-governance-platform-for-ai-agents-20260601"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/geordie-ai-raises-22-3m-for-security-and-governance-platform-for-ai-agents-20260601",
     "quotes": [
      "co-founder and CEO Henry Comfort\" (dated 1 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI agent security",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-023",
     "name": "Geordie AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-023",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-023",
     "name": "Geordie AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-023",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-099",
   "name": "Eno Thereska",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04-08",
   "status_detail": "Named in UKTN's report of Trent AI's round (8 April 2026).",
   "one_line": "Co-founder and chief executive, Trent AI.",
   "description": "Eno Thereska: Co-founder and chief executive, Trent AI (BIZ-SW-024).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Eno Thereska",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI security agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI security agents",
   "function": "Co-founder and chief executive, Trent AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408",
     "quotes": [
      "cofounder and CEO Eno Thereska",
      "cofounder and CEO of Trent AI\" (dated 8 April 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI security agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-100",
   "name": "Neil Lawrence",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04-08",
   "status_detail": "Named in UKTN's report of Trent AI's round (8 April 2026).",
   "one_line": "Co-founder and chief scientist, Trent AI.",
   "description": "Neil Lawrence: Co-founder and chief scientist, Trent AI (BIZ-SW-024). [Round 4, 30 Oct 2026] public role: Member, GDS Responsible AI Advisory Panel (listed as \"Professor of Machine Learning, University of Cambridge\"; page last updated 24 September 2026)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Neil Lawrence",
     "role": "Co-founder and chief scientist",
     "from": null,
     "source": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI security agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI security agents",
   "function": "Co-founder and chief scientist, Trent AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408",
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408",
     "quotes": [
      "cofounder and chief scientist Neil Lawrence\" (dated 8 April 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Professor of Machine Learning, University of Cambridge"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI security agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-101",
   "name": "Zhenwen Dai",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-04-08",
   "status_detail": "Named in UKTN's report of Trent AI's round (8 April 2026).",
   "one_line": "Co-founder and chief technology officer, Trent AI.",
   "description": "Zhenwen Dai: Co-founder and chief technology officer, Trent AI (BIZ-SW-024).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Zhenwen Dai",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI security agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI security agents",
   "function": "Co-founder and chief technology officer, Trent AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/trent-ai-raises-9-7m-to-boost-its-ai-native-security-agents-20260408",
     "quotes": [
      "Cofounder and CTO Zhenwen Dai\" (dated 8 April 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI security agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-024",
     "name": "Trent AI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-024",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-102",
   "name": "Alex Harland",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-04",
   "status_detail": "Named as co-founder and CEO (tech.eu, 4 September 2026).",
   "one_line": "Co-founder and chief executive, AI Score.",
   "description": "Alex Harland: Co-founder and chief executive, AI Score (BIZ-SW-025).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Alex Harland",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI governance"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI governance",
   "function": "Co-founder and chief executive, AI Score.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/",
     "quotes": [
      "Founded by Alex Harland (CEO) and Benita Tibb (COO)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI governance",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-103",
   "name": "Benita Tibb",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-04",
   "status_detail": "Named as co-founder and COO (tech.eu, 4 September 2026).",
   "one_line": "Co-founder and chief operating officer, AI Score.",
   "description": "Benita Tibb: Co-founder and chief operating officer, AI Score (BIZ-SW-025).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Benita Tibb",
     "role": "Co-founder and chief operating officer",
     "from": null,
     "source": "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI governance"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI governance",
   "function": "Co-founder and chief operating officer, AI Score.",
   "affiliation": "Talent",
   "sources": [
    "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/",
     "quotes": [
      "Founded by Alex Harland (CEO) and Benita Tibb (COO)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI governance",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-104",
   "name": "Ian Horrocks",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-18",
   "status_detail": "Co-founded Oxford Semantic Technologies in 2017 as an Oxford University lecturer; Samsung Electronics agreed to buy the company (UKTN, 18 July 2024).",
   "one_line": "Co-founder, Oxford Semantic Technologies.",
   "description": "Ian Horrocks: Co-founder, Oxford Semantic Technologies (BIZ-SW-026).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ian Horrocks",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "knowledge graphs"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "knowledge graphs",
   "function": "Co-founder, Oxford Semantic Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718",
     "quotes": [
      "three Oxford University lecturers\" (co-founders Ian Horrocks, Boris Motik and Bernardo Cuenca Grau, 2017; dated 18 July 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "knowledge graphs",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-105",
   "name": "Boris Motik",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-18",
   "status_detail": "Co-founded Oxford Semantic Technologies in 2017 as an Oxford University lecturer; Samsung Electronics agreed to buy the company (UKTN, 18 July 2024).",
   "one_line": "Co-founder, Oxford Semantic Technologies.",
   "description": "Boris Motik: Co-founder, Oxford Semantic Technologies (BIZ-SW-026).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Boris Motik",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "knowledge graphs"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "knowledge graphs",
   "function": "Co-founder, Oxford Semantic Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718",
     "quotes": [
      "three Oxford University lecturers\" (co-founders Ian Horrocks, Boris Motik and Bernardo Cuenca Grau, 2017; dated 18 July 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "knowledge graphs",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-106",
   "name": "Bernardo Cuenca Grau",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-18",
   "status_detail": "Co-founded Oxford Semantic Technologies in 2017 as an Oxford University lecturer; Samsung Electronics agreed to buy the company (UKTN, 18 July 2024).",
   "one_line": "Co-founder, Oxford Semantic Technologies.",
   "description": "Bernardo Cuenca Grau: Co-founder, Oxford Semantic Technologies (BIZ-SW-026).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Bernardo Cuenca Grau",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "knowledge graphs"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "knowledge graphs",
   "function": "Co-founder, Oxford Semantic Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718",
     "quotes": [
      "three Oxford University lecturers\" (co-founders Ian Horrocks, Boris Motik and Bernardo Cuenca Grau, 2017; dated 18 July 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "knowledge graphs",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-107",
   "name": "Peter Crocker",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-07-18",
   "status_detail": "Named as CEO when Samsung agreed to buy the company (UKTN, 18 July 2024).",
   "one_line": "Chief executive (at acquisition), Oxford Semantic Technologies.",
   "description": "Peter Crocker: Chief executive (at acquisition), Oxford Semantic Technologies (BIZ-SW-026).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Peter Crocker",
     "role": "Chief executive (at acquisition)",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "knowledge graphs"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "knowledge graphs",
   "function": "Chief executive (at acquisition), Oxford Semantic Technologies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718",
     "quotes": [
      "Oxford Semantics CEO Peter Crocker"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "knowledge graphs",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-026",
     "name": "Oxford Semantic Technologies",
     "page": "software",
     "href": "../software/#org=BIZ-SW-026",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-108",
   "name": "Steve Basher",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-26",
   "status_detail": "Founded SolveAI in 2025 after working as a Palantir engineer (UKTN, 26 February 2026).",
   "one_line": "Founder, SolveAI.",
   "description": "Steve Basher: Founder, SolveAI (BIZ-SW-030). Earlier roles as published: Palantir engineer.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Steve Basher",
     "role": "Founder",
     "from": null,
     "source": "https://www.uktech.news/ai/google-ventures-leads-solveais-33m-series-a-round-20260226"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI software",
   "function": "Founder, SolveAI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/google-ventures-leads-solveais-33m-series-a-round-20260226"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/google-ventures-leads-solveais-33m-series-a-round-20260226",
     "quotes": [
      "Founded in 2025 by former Palantir engineer Steve Basher"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-030",
     "name": "SolveAI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-030",
     "page_label": "Software and tools"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SW-030",
     "name": "SolveAI",
     "page": "software",
     "href": "../software/#org=BIZ-SW-030",
     "page_label": "Software and tools"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-016",
     "name": "Palantir Technologies UK",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-016",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-109",
   "name": "Manpreet Ratia",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-20",
   "status_detail": "Appointed CEO of Builder.ai in February 2025, months before the company ran short of money (TechCrunch, 20 May 2025).",
   "one_line": "Chief executive (appointed February 2025), Builder.ai.",
   "description": "Manpreet Ratia: Chief executive (appointed February 2025), Builder.ai (BIZ-SW-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Manpreet Ratia",
     "role": "Chief executive (appointed February 2025)",
     "from": null,
     "source": "https://techcrunch.com/2025/05/20/once-worth-over-1b-microsoft-backed-builder-ai-is-running-out-of-money"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI software development"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI software development",
   "function": "Chief executive (appointed February 2025), Builder.ai.",
   "affiliation": "Talent",
   "sources": [
    "https://techcrunch.com/2025/05/20/once-worth-over-1b-microsoft-backed-builder-ai-is-running-out-of-money"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2025/05/20/once-worth-over-1b-microsoft-backed-builder-ai-is-running-out-of-money",
     "quotes": [
      "In February, the company appointed a new CEO, Manpreet Ratia.\" (dated 20 May 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI software development",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-001",
     "name": "Builder.ai (Engineer.ai Global Limited)",
     "page": "software",
     "href": "../software/#org=BIZ-SW-001",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-110",
   "name": "Xavier Collins",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-10-29",
   "status_detail": "Co-founded Wonder in April 2025 (IBC, 29 October 2025).",
   "one_line": "Co-founder, Wonder Studios.",
   "description": "Xavier Collins: Co-founder, Wonder Studios (BIZ-SU-CRE-014). Earlier roles as published: executive at Deliveroo and Turo.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Xavier Collins",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI film and TV production"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI film and TV production",
   "function": "Co-founder, Wonder Studios.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790"
   ],
   "source_quotes": [
    {
     "url": "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790",
     "quotes": [
      "a former executive at Deliveroo and Turo.\" (Xavier Collins)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI film and TV production",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-014",
     "name": "Wonder Studios",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-014",
     "name": "Wonder Studios",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-014",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Deliveroo"
    },
    {
     "kind": "alumni_of",
     "name": "Turo"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-111",
   "name": "Justin Hackney",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-10-29",
   "status_detail": "Co-founded Wonder in April 2025 after working at ElevenLabs (IBC, 29 October 2025).",
   "one_line": "Co-founder, Wonder Studios.",
   "description": "Justin Hackney: Co-founder, Wonder Studios (BIZ-SU-CRE-014). Earlier roles as published: creative director at ElevenLabs.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Justin Hackney",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI film and TV production"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI film and TV production",
   "function": "Co-founder, Wonder Studios.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790"
   ],
   "source_quotes": [
    {
     "url": "https://www.ibc.org/artificial-intelligence/news/ai-production-company-wonder-studios-secures-12m-funding/22790",
     "quotes": [
      "a former Creative Director at speech synthesis company ElevenLabs.\" (Justin Hackney)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI film and TV production",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-014",
     "name": "Wonder Studios",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-014",
     "name": "Wonder Studios",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-112",
   "name": "Sabba Keynejad",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of VEED Limited since 20 March 2018 (Companies House, active).",
   "one_line": "Co-founder; director, VEED.",
   "description": "Sabba Keynejad: Co-founder; director, VEED (BIZ-SU-CRE-013).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Sabba Keynejad",
     "role": "Co-founder; director",
     "from": "2018-03-20",
     "source": "https://find-and-update.company-information.service.gov.uk/company/11264311/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video editing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video editing",
   "function": "Co-founder; director, VEED.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11264311/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11264311/officers",
     "quotes": [
      "KEYNEJAD, Sabba Benjamin\" \"Director\" \"20 March 2018\" (VEED LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video editing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-013",
     "name": "VEED",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-013",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-013",
     "name": "VEED",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-013",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-113",
   "name": "Timur Mamedov",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of VEED Limited since 20 March 2018 (Companies House, active).",
   "one_line": "Co-founder; director, VEED.",
   "description": "Timur Mamedov: Co-founder; director, VEED (BIZ-SU-CRE-013).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Timur Mamedov",
     "role": "Co-founder; director",
     "from": "2018-03-20",
     "source": "https://find-and-update.company-information.service.gov.uk/company/11264311/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI video editing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI video editing",
   "function": "Co-founder; director, VEED.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11264311/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11264311/officers",
     "quotes": [
      "MAMEDOV, Timur\" \"Director\" \"20 March 2018\" (VEED LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI video editing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-013",
     "name": "VEED",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-013",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-013",
     "name": "VEED",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-013",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-114",
   "name": "Scott Mann",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Flawless Holdings Limited since 14 May 2020 (Companies House, active).",
   "one_line": "Co-founder; director, Flawless.",
   "description": "Scott Mann: Co-founder; director, Flawless (BIZ-SU-CRE-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Scott Mann",
     "role": "Co-founder; director",
     "from": "2020-05-14",
     "source": "https://find-and-update.company-information.service.gov.uk/company/12603251/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI film editing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI film editing",
   "function": "Co-founder; director, Flawless.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/12603251/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12603251/officers",
     "quotes": [
      "MANN, Scott\" \"Director\" \"14 May 2020\" (FLAWLESS HOLDINGS LIMITED; active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI film editing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-010",
     "name": "Flawless",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-010",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-010",
     "name": "Flawless",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-010",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-115",
   "name": "Nicholas John Lynes",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Director of Flawless Holdings Limited since 14 May 2020 (Companies House, active).",
   "one_line": "Co-founder; director, Flawless.",
   "description": "Nicholas John Lynes: Co-founder; director, Flawless (BIZ-SU-CRE-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Nicholas John Lynes",
     "role": "Co-founder; director",
     "from": "2020-05-14",
     "source": "https://find-and-update.company-information.service.gov.uk/company/12603251/officers"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI film editing"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI film editing",
   "function": "Co-founder; director, Flawless.",
   "affiliation": "Talent",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/12603251/officers"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12603251/officers",
     "quotes": [
      "LYNES, Nicholas John\" \"Director\" \"14 May 2020\" (active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI film editing",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-010",
     "name": "Flawless",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-010",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-010",
     "name": "Flawless",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-010",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-116",
   "name": "Jon Steinback",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-13",
   "status_detail": "Co-founded Marker after leading brand and creative at DeepMind (UKTN, 13 July 2026).",
   "one_line": "Co-founder, Marker.",
   "description": "Jon Steinback: Co-founder, Marker (BIZ-SU-CRE-028). Earlier roles as published: led brand and creative at DeepMind; Facebook; Foursquare; Google.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jon Steinback",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI writing tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI writing tools",
   "function": "Co-founder, Marker.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713",
     "quotes": [
      "most recently at DeepMind, where he led brand and creative",
      "Facebook, Foursquare and Google prior\" (dated 13 July 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI writing tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-028",
     "name": "Marker",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-028",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-028",
     "name": "Marker",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-028",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-011",
     "name": "Google (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-011",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Facebook (Meta)"
    },
    {
     "kind": "alumni_of",
     "name": "Foursquare"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-117",
   "name": "Ryan Bowman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-13",
   "status_detail": "Named as co-founder (UKTN, 13 July 2026).",
   "one_line": "Co-founder, Marker.",
   "description": "Ryan Bowman: Co-founder, Marker (BIZ-SU-CRE-028).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ryan Bowman",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI writing tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI writing tools",
   "function": "Co-founder, Marker.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-assisted-writing-tool-marker-secures-9-7m-20260713",
     "quotes": [
      "has spent two decades working with and building platforms for writers"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI writing tools",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-028",
     "name": "Marker",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-028",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-028",
     "name": "Marker",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-028",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-118",
   "name": "Zeena Qureshi",
   "bucket": "person",
   "status": "active",
   "status_date": "2022-06-13",
   "status_detail": "Led Sonantic when Spotify agreed to buy it in June 2022; later role not checked.",
   "one_line": "Co-founder and chief executive (at sale), Sonantic.",
   "description": "Zeena Qureshi: Co-founder and chief executive (at sale), Sonantic (BIZ-SU-CRE-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Zeena Qureshi",
     "role": "Co-founder and chief executive (at sale)",
     "from": null,
     "source": "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI voice"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI voice",
   "function": "Co-founder and chief executive (at sale), Sonantic.",
   "affiliation": "Talent",
   "sources": [
    "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/"
   ],
   "source_quotes": [
    {
     "url": "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/",
     "quotes": [
      "Zeena Qureshi, Sonantic's CEO & Co-founder\" (dated 13 June 2022)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI voice",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-CRE-006",
     "name": "Sonantic",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-006",
     "name": "Sonantic",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Spotify"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-119",
   "name": "John Flynn",
   "bucket": "person",
   "status": "active",
   "status_date": "2022-06-13",
   "status_detail": "Co-founder of Sonantic when Spotify agreed to buy it in June 2022.",
   "one_line": "Co-founder, Sonantic.",
   "description": "John Flynn: Co-founder, Sonantic (BIZ-SU-CRE-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "John Flynn",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI voice"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI voice",
   "function": "Co-founder, Sonantic.",
   "affiliation": "Talent",
   "sources": [
    "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/"
   ],
   "source_quotes": [
    {
     "url": "https://www.musicbusinessworldwide.com/spotify-to-acquire-ai-voice-platform-sonantic1/",
     "quotes": [
      "Sonantic co-founders Zeena Qureshi and John Flynn"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI voice",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-CRE-006",
     "name": "Sonantic",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-006",
     "name": "Sonantic",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-120",
   "name": "Ed Newton-Rex",
   "bucket": "person",
   "status": "active",
   "status_date": "2019-07-23",
   "status_detail": "Founded Jukedeck; worked for ByteDance as director of its AI Lab from April 2019 after ByteDance bought Jukedeck.",
   "one_line": "Founder and chief executive (Jukedeck), Jukedeck.",
   "description": "Ed Newton-Rex: Founder and chief executive (Jukedeck), Jukedeck (BIZ-SU-CRE-005).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ed Newton-Rex",
     "role": "Founder and chief executive (Jukedeck)",
     "from": null,
     "source": "https://www.musicbusinessworldwide.com/tiktok-parent-bytedance-buys-ai-music-company-jukedeck/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI music"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI music",
   "function": "Founder and chief executive (Jukedeck), Jukedeck.",
   "affiliation": "Talent",
   "sources": [
    "https://www.musicbusinessworldwide.com/tiktok-parent-bytedance-buys-ai-music-company-jukedeck/"
   ],
   "source_quotes": [
    {
     "url": "https://www.musicbusinessworldwide.com/tiktok-parent-bytedance-buys-ai-music-company-jukedeck/",
     "quotes": [
      "Jukedeck's founder and CEO, Ed Newton-Rex",
      "has been working for TikTok's parent company Bytedance as Director of its AI Lab\" (dated 23 July 2019)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI music",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-CRE-005",
     "name": "Jukedeck",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-005",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-005",
     "name": "Jukedeck",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-005",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "ByteDance"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-121",
   "name": "Guy Gadney",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-09-18",
   "status_detail": "Named in Channel 4's release of 18 September 2024 on the Charismatic consortium.",
   "one_line": "Chief executive, Charismatic.ai.",
   "description": "Guy Gadney: Chief executive, Charismatic.ai (BIZ-SU-CRE-019).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Guy Gadney",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.channel4.com/press/news/consortium-secures-ps104-m-funding-explore-ai-driven-storytelling-tv-film-industries"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI storytelling"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI storytelling",
   "function": "Chief executive, Charismatic.ai.",
   "affiliation": "Talent",
   "sources": [
    "https://www.channel4.com/press/news/consortium-secures-ps104-m-funding-explore-ai-driven-storytelling-tv-film-industries"
   ],
   "source_quotes": [
    {
     "url": "https://www.channel4.com/press/news/consortium-secures-ps104-m-funding-explore-ai-driven-storytelling-tv-film-industries",
     "quotes": [
      "Guy Gadney, CEO of Charismatic.ai"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI storytelling",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-019",
     "name": "Charismatic.ai",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-019",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-122",
   "name": "Rhea Loucas",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-06",
   "status_detail": "Named as founder and CEO (UKTN, 6 July 2026).",
   "one_line": "Founder and chief executive, Worldmodeldata.",
   "description": "Rhea Loucas: Founder and chief executive, Worldmodeldata (BIZ-SU-CRE-025).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rhea Loucas",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/funding/worldmodeldata-raises-7m-to-accelerate-gaming-data-for-ai-training-20260706"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI training data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI training data",
   "function": "Founder and chief executive, Worldmodeldata.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/worldmodeldata-raises-7m-to-accelerate-gaming-data-for-ai-training-20260706"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/worldmodeldata-raises-7m-to-accelerate-gaming-data-for-ai-training-20260706",
     "quotes": [
      "founder and CEO at Worldmodeldata."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI training data",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-025",
     "name": "Worldmodeldata",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-025",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-CRE-025",
     "name": "Worldmodeldata",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-025",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-123",
   "name": "Euan Blair",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-15",
   "status_detail": "Co-founded Multiverse in 2016 (UKTN, 15 May 2026).",
   "one_line": "Co-founder, Multiverse.",
   "description": "Euan Blair: Co-founder, Multiverse (BIZ-SU-EDU-006). [Round 4, 30 Oct 2026] quoted role (January 2026): Founder and CEO, Multiverse; Multiverse is an AI Skills Boost industry partner",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Euan Blair",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI skills training"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI skills training",
   "function": "Co-founder, Multiverse.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515",
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515",
     "quotes": [
      "Founded in 2016 by Euan Blair, son of former prime minister Tony Blair, and Sophie Adelman"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Founder and CEO, Multiverse"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI skills training",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-124",
   "name": "Sophie Adelman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-15",
   "status_detail": "Co-founded Multiverse in 2016 (UKTN, 15 May 2026).",
   "one_line": "Co-founder, Multiverse.",
   "description": "Sophie Adelman: Co-founder, Multiverse (BIZ-SU-EDU-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Sophie Adelman",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI skills training"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI skills training",
   "function": "Co-founder, Multiverse.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/education/edtech-unicorn-multiverse-raises-50m-20260515",
     "quotes": [
      "Founded in 2016 by Euan Blair, son of former prime minister Tony Blair, and Sophie Adelman"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI skills training",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-EDU-006",
     "name": "Multiverse",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-125",
   "name": "Paul Jung",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-08-19",
   "status_detail": "Named as chief executive (UKTN, 19 August 2026).",
   "one_line": "Co-founder and chief executive, Medly AI.",
   "description": "Paul Jung: Co-founder and chief executive, Medly AI (BIZ-SU-EDU-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Paul Jung",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI tutoring"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI tutoring",
   "function": "Co-founder and chief executive, Medly AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819",
     "quotes": [
      "chief executive of the company",
      "UCL medical graduates Dr Paul Jung and Dr Kavi Samra"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI tutoring",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-EDU-003",
     "name": "Medly AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-003",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-EDU-003",
     "name": "Medly AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-126",
   "name": "Kavi Samra",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-08-19",
   "status_detail": "Named as a Medly AI founder (UKTN, 19 August 2026).",
   "one_line": "Co-founder, Medly AI.",
   "description": "Kavi Samra: Co-founder, Medly AI (BIZ-SU-EDU-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Kavi Samra",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI tutoring"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI tutoring",
   "function": "Co-founder, Medly AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-tutor-startup-medly-lands-6m-to-scale-exam-prep-platform-20260819",
     "quotes": [
      "Medly AI founders Paul Jung and Kavi Samra"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI tutoring",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-EDU-003",
     "name": "Medly AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-003",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-EDU-003",
     "name": "Medly AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-EDU-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-127",
   "name": "Dimitri Masin",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-08-21",
   "status_detail": "Co-founded Gradient Labs after working at Monzo (UKTN, 21 August 2024).",
   "one_line": "Co-founder, Gradient Labs.",
   "description": "Dimitri Masin: Co-founder, Gradient Labs (BIZ-SU-OTH-002). Earlier roles as published: Monzo.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Dimitri Masin",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI customer service agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI customer service agents",
   "function": "Co-founder, Gradient Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821",
     "quotes": [
      "working as the head of analytics and data, VP of data and finally the VP of data science\" (at Monzo) (dated 21 August 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI customer service agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Monzo"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-128",
   "name": "Neal Lathia",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-08-21",
   "status_detail": "Co-founded Gradient Labs after working at Monzo (UKTN, 21 August 2024).",
   "one_line": "Co-founder, Gradient Labs.",
   "description": "Neal Lathia: Co-founder, Gradient Labs (BIZ-SU-OTH-002). Earlier roles as published: Monzo.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Neal Lathia",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI customer service agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI customer service agents",
   "function": "Co-founder, Gradient Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821",
     "quotes": [
      "Lathia and Antoniou were both machine learning engineers at Monzo.\" (dated 21 August 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI customer service agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Monzo"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-129",
   "name": "Danai Antoniou",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-08-21",
   "status_detail": "Co-founded Gradient Labs after working at Monzo (UKTN, 21 August 2024).",
   "one_line": "Co-founder, Gradient Labs.",
   "description": "Danai Antoniou: Co-founder, Gradient Labs (BIZ-SU-OTH-002). Earlier roles as published: Monzo.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Danai Antoniou",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI customer service agents"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI customer service agents",
   "function": "Co-founder, Gradient Labs.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ex-monzo-gradient-labs-seed-20240821",
     "quotes": [
      "Lathia and Antoniou were both machine learning engineers at Monzo.\" (dated 21 August 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI customer service agents",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-OTH-002",
     "name": "Gradient Labs",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-002",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Monzo"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-132",
   "name": "Vishal Marria",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-14",
   "status_detail": "Named as founder and CEO in Quantexa's HMRC contract release of 14 May 2026.",
   "one_line": "Founder and chief executive, Quantexa.",
   "description": "Vishal Marria: Founder and chief executive, Quantexa (BIZ-SU-FIN-004). [Round 4, 30 Oct 2026] current title: Founder and Chief Executive Officer, Quantexa",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Vishal Marria",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.quantexa.com/press/quantexa-selected-by-hmrc-for-landmark-pound175m-sovereign-data-and-ai-transformation/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "decision intelligence"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "decision intelligence",
   "function": "Founder and chief executive, Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/press/quantexa-selected-by-hmrc-for-landmark-pound175m-sovereign-data-and-ai-transformation/",
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/press/quantexa-selected-by-hmrc-for-landmark-pound175m-sovereign-data-and-ai-transformation/",
     "quotes": [
      "Vishal Marria, Founder & CEO, Quantexa:\" (dated 14 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Founder and Chief Executive Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "decision intelligence",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-133",
   "name": "Eleanor Lightbody",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-02-18",
   "status_detail": "Named as CEO (UKTN, 18 February 2025).",
   "one_line": "Chief executive, Luminance.",
   "description": "Eleanor Lightbody: Chief executive, Luminance (BIZ-SU-LEG-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Eleanor Lightbody",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/funding/vc-funding/billionaire-steve-cohen-leads-in-ai-firm-luminances-75m-funding-round-20250218"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Chief executive, Luminance.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/vc-funding/billionaire-steve-cohen-leads-in-ai-firm-luminances-75m-funding-round-20250218"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/vc-funding/billionaire-steve-cohen-leads-in-ai-firm-luminances-75m-funding-round-20250218",
     "quotes": [
      "Eleanor Lightbody, CEO, Luminance"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-006",
     "name": "Luminance",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-134",
   "name": "Barney Hussey-Yeo",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Listed as founder and CEO on Cleo's company page; founded Cleo in 2016.",
   "one_line": "Founder and chief executive, Cleo.",
   "description": "Barney Hussey-Yeo: Founder and chief executive, Cleo (BIZ-SU-FIN-015).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Barney Hussey-Yeo",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://web.meetcleo.com/company"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "consumer finance AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "consumer finance AI",
   "function": "Founder and chief executive, Cleo.",
   "affiliation": "Talent",
   "sources": [
    "https://web.meetcleo.com/company"
   ],
   "source_quotes": [
    {
     "url": "https://web.meetcleo.com/company",
     "quotes": [
      "Cleo's founder and CEO",
      "launched Cleo from his bedroom in 2016",
      "A former data scientist with an MSc in Machine Learning"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "consumer finance AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-015",
     "name": "Cleo",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-015",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-FIN-015",
     "name": "Cleo",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-015",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-135",
   "name": "Andrew Bud",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-04",
   "status_detail": "Named in an iProov release of 4 March 2026.",
   "one_line": "Founder and chief executive, iProov.",
   "description": "Andrew Bud: Founder and chief executive, iProov (BIZ-SU-FIN-016).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Andrew Bud",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.iproov.com/press/1-million-daily-transactions-deepfakes-redefine-enterprise-attack-surface"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "biometric verification"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "biometric verification",
   "function": "Founder and chief executive, iProov.",
   "affiliation": "Talent",
   "sources": [
    "https://www.iproov.com/press/1-million-daily-transactions-deepfakes-redefine-enterprise-attack-surface"
   ],
   "source_quotes": [
    {
     "url": "https://www.iproov.com/press/1-million-daily-transactions-deepfakes-redefine-enterprise-attack-surface",
     "quotes": [
      "said Andrew Bud, founder and CEO of iProov."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "biometric verification",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-016",
     "name": "iProov",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-016",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-FIN-016",
     "name": "iProov",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-016",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-136",
   "name": "David Benigson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-24",
   "status_detail": "Named on the London Stock Exchange's page of 24 September 2025 on Signal AI's raise.",
   "one_line": "Founder and chief executive, Signal AI.",
   "description": "David Benigson: Founder and chief executive, Signal AI (BIZ-SU-FIN-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "David Benigson",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.londonstockexchange.com/en/news/market-celebrations/2025/london-stock-exchange-congratulates-signal-ais-165m-raise-battery-ventures-reshape-future-risk-and-reputation-intelligence"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "risk intelligence"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "risk intelligence",
   "function": "Founder and chief executive, Signal AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.londonstockexchange.com/en/news/market-celebrations/2025/london-stock-exchange-congratulates-signal-ais-165m-raise-battery-ventures-reshape-future-risk-and-reputation-intelligence"
   ],
   "source_quotes": [
    {
     "url": "https://www.londonstockexchange.com/en/news/market-celebrations/2025/london-stock-exchange-congratulates-signal-ais-165m-raise-battery-ventures-reshape-future-risk-and-reputation-intelligence",
     "quotes": [
      "David Benigson\" \"Founder & CEO of Signal AI",
      "Founded in 2013"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "risk intelligence",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-006",
     "name": "Signal AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-FIN-006",
     "name": "Signal AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-137",
   "name": "Joseph Twigg",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-04",
   "status_detail": "Named as CEO by Edinburgh Innovations (4 June 2026).",
   "one_line": "Chief executive, Aveni.",
   "description": "Joseph Twigg: Chief executive, Aveni (BIZ-SU-FIN-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Joseph Twigg",
     "role": "Chief executive",
     "from": null,
     "source": "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "financial services AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "financial services AI",
   "function": "Chief executive, Aveni.",
   "affiliation": "Talent",
   "sources": [
    "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise"
   ],
   "source_quotes": [
    {
     "url": "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise",
     "quotes": [
      "Joseph Twigg, CEO of Aveni, said:\" (dated 04 Jun 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "financial services AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-010",
     "name": "Aveni",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-010",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-138",
   "name": "Lexi Birch",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-04",
   "status_detail": "Named as co-founder and chief scientist; also a University of Edinburgh professor (4 June 2026).",
   "one_line": "Co-founder and chief scientist, Aveni.",
   "description": "Lexi Birch: Co-founder and chief scientist, Aveni (BIZ-SU-FIN-010).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Lexi Birch",
     "role": "Co-founder and chief scientist",
     "from": null,
     "source": "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "financial services AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "financial services AI",
   "function": "Co-founder and chief scientist, Aveni.",
   "affiliation": "Talent",
   "sources": [
    "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise"
   ],
   "source_quotes": [
    {
     "url": "https://edinburgh-innovations.ed.ac.uk/news/fintech-startup-aveni-announces-12m-raise",
     "quotes": [
      "Aveni’s Chief Scientist and Co-founder, Professor Lexi Birch, is Personal Chair of Multilingual Natural Language Processing"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "financial services AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-010",
     "name": "Aveni",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-010",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-FIN-010",
     "name": "Aveni",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-010",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Edinburgh (current academic post)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-139",
   "name": "Ross McNairn",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-08-06",
   "status_detail": "Named as chief executive and co-founder (UKTN, 6 August 2026).",
   "one_line": "Co-founder and chief executive, Wordsmith.",
   "description": "Ross McNairn: Co-founder and chief executive, Wordsmith (BIZ-SU-LEG-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ross McNairn",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/legal/legal-ai-group-wordsmith-extends-series-b-with-10m-boost-20260806"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder and chief executive, Wordsmith.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/legal/legal-ai-group-wordsmith-extends-series-b-with-10m-boost-20260806"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/legal/legal-ai-group-wordsmith-extends-series-b-with-10m-boost-20260806",
     "quotes": [
      "chief executive and co-founder of Wordsmith."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-003",
     "name": "Wordsmith",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-003",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-003",
     "name": "Wordsmith",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-140",
   "name": "Pierre Proner",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-05",
   "status_detail": "Named as CEO and co-founder (BusinessCloud, 5 February 2026).",
   "one_line": "Co-founder and chief executive, Lawhive.",
   "description": "Pierre Proner: Co-founder and chief executive, Lawhive (BIZ-SU-LEG-007).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pierre Proner",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://businesscloud.co.uk/news/lawhive-raises-44m-after-rapid-us-expansion/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder and chief executive, Lawhive.",
   "affiliation": "Talent",
   "sources": [
    "https://businesscloud.co.uk/news/lawhive-raises-44m-after-rapid-us-expansion/"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/lawhive-raises-44m-after-rapid-us-expansion/",
     "quotes": [
      "Pierre Proner, CEO and co-founder."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-007",
     "name": "Lawhive",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-007",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-007",
     "name": "Lawhive",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-007",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-141",
   "name": "Richard Robinson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-12-10",
   "status_detail": "Did not join Scissero when Scissero bought Robin AI's managed services team after a distressed sale (Legal IT Insider, 10 December 2025).",
   "one_line": "Co-founder and former chief executive, Robin AI.",
   "description": "Richard Robinson: Co-founder and former chief executive, Robin AI (BIZ-SU-LEG-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Richard Robinson",
     "role": "Co-founder and former chief executive",
     "from": null,
     "source": "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder and former chief executive, Robin AI.",
   "affiliation": "Talent",
   "sources": [
    "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/"
   ],
   "source_quotes": [
    {
     "url": "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/",
     "quotes": [
      "CEO and co-founder Richard Robinson will not\" (join Scissero)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-LEG-001",
     "name": "Robin AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-001",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-001",
     "name": "Robin AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-142",
   "name": "Mathias Strasser",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-12-10",
   "status_detail": "Named as CEO and founder of Scissero, which bought Robin AI's managed services team (December 2025).",
   "one_line": "Founder and chief executive, Scissero.",
   "description": "Mathias Strasser: Founder and chief executive, Scissero (BIZ-SU-LEG-002).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Mathias Strasser",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal services"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal services",
   "function": "Founder and chief executive, Scissero.",
   "affiliation": "Talent",
   "sources": [
    "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/"
   ],
   "source_quotes": [
    {
     "url": "https://legaltechnology.com/2025/12/10/scisseros-acquisition-of-robin-ai-the-combined-offering-fits-hand-in-glove/",
     "quotes": [
      "Mathias Strasser, CEO and founder of Scissero,"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal services",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-002",
     "name": "Scissero",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-002",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-002",
     "name": "Scissero",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-002",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-143",
   "name": "Carina Negreanu",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-14",
   "status_detail": "One of at least 18 former Robin AI staff hired by Microsoft (Bloomberg Law, 14 January 2026).",
   "one_line": "Former chief technology officer, Robin AI; partner group manager, Microsoft Word, Robin AI.",
   "description": "Carina Negreanu: Former chief technology officer, Robin AI; partner group manager, Microsoft Word, Robin AI (BIZ-SU-LEG-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Carina Negreanu",
     "role": "Former chief technology officer, Robin AI; partner group manager, Microsoft Word",
     "from": null,
     "source": "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Former chief technology officer, Robin AI; partner group manager, Microsoft Word, Robin AI.",
   "affiliation": "Talent",
   "sources": [
    "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold"
   ],
   "source_quotes": [
    {
     "url": "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold",
     "quotes": [
      "now partner group manager at Microsoft Word\" (former Robin AI CTO; dated 14 January 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-LEG-001",
     "name": "Robin AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-001",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-144",
   "name": "Diana Mincu",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-14",
   "status_detail": "One of at least 18 former Robin AI staff hired by Microsoft (Bloomberg Law, 14 January 2026).",
   "one_line": "Former director of AI, Robin AI; principal applied scientist manager, Microsoft, Robin AI.",
   "description": "Diana Mincu: Former director of AI, Robin AI; principal applied scientist manager, Microsoft, Robin AI (BIZ-SU-LEG-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Diana Mincu",
     "role": "Former director of AI, Robin AI; principal applied scientist manager, Microsoft",
     "from": null,
     "source": "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Former director of AI, Robin AI; principal applied scientist manager, Microsoft, Robin AI.",
   "affiliation": "Talent",
   "sources": [
    "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold"
   ],
   "source_quotes": [
    {
     "url": "https://news.bgov.com/private-equity/microsoft-brings-former-robin-ai-legal-tech-employees-into-fold",
     "quotes": [
      "now a principal applied scientist manager at Microsoft\" (former Robin AI director of AI)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-LEG-001",
     "name": "Robin AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-001",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-145",
   "name": "Nnamdi Emelifeonwu",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-06-09",
   "status_detail": "Named as co-founder and chief executive, a former Freshfields lawyer (UKTN, 9 June 2025).",
   "one_line": "Co-founder and chief executive, Definely.",
   "description": "Nnamdi Emelifeonwu: Co-founder and chief executive, Definely (BIZ-SU-LEG-009).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Nnamdi Emelifeonwu",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder and chief executive, Definely.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609",
     "quotes": [
      "a former lawyer",
      "worked together at Freshfields\" (with co-founder Feargus MacDaeid)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-009",
     "name": "Definely",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-009",
     "name": "Definely",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-009",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Freshfields"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-146",
   "name": "Feargus MacDaeid",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-06-09",
   "status_detail": "Named as co-founder; worked at Freshfields (UKTN, 9 June 2025).",
   "one_line": "Co-founder, Definely.",
   "description": "Feargus MacDaeid: Co-founder, Definely (BIZ-SU-LEG-009).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Feargus MacDaeid",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder, Definely.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/legal/definely-raises-30m-in-series-b-funding-round-20250609",
     "quotes": [
      "worked together at Freshfields\" (Emelifeonwu and co-founder Feargus MacDaeid)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-009",
     "name": "Definely",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-009",
     "name": "Definely",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-009",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Freshfields"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-147",
   "name": "Will Pearce",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-26",
   "status_detail": "Named in Orbital's Series B release (26 January 2026).",
   "one_line": "Co-founder and chief executive, Orbital.",
   "description": "Will Pearce: Co-founder and chief executive, Orbital (BIZ-SU-LEG-011).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Will Pearce",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder and chief executive, Orbital.",
   "affiliation": "Talent",
   "sources": [
    "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion"
   ],
   "source_quotes": [
    {
     "url": "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion",
     "quotes": [
      "CEO and co-founder Will Pearce",
      "Co-founded by Will Pearce and Ed Boulle in 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-011",
     "name": "Orbital",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-011",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-011",
     "name": "Orbital",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-011",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-148",
   "name": "Ed Boulle",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-26",
   "status_detail": "Co-founded Orbital in 2018.",
   "one_line": "Co-founder, Orbital.",
   "description": "Ed Boulle: Co-founder, Orbital (BIZ-SU-LEG-011).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ed Boulle",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "legal AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "legal AI",
   "function": "Co-founder, Orbital.",
   "affiliation": "Talent",
   "sources": [
    "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion"
   ],
   "source_quotes": [
    {
     "url": "https://www.bpc.com/insights/orbital-raises-60m-series-b-to-automate-real-estate-law-with-ai-amid-rapid-us-expansion",
     "quotes": [
      "Co-founded by Will Pearce and Ed Boulle in 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "legal AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-LEG-011",
     "name": "Orbital",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-011",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-LEG-011",
     "name": "Orbital",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-LEG-011",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-149",
   "name": "Paul Newman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-04",
   "status_detail": "Named in the National Wealth Fund's release on Oxa's Series D (4 March 2026).",
   "one_line": "Founder and chief technology officer, Oxa.",
   "description": "Paul Newman: Founder and chief technology officer, Oxa (BIZ-SU-IND-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Paul Newman",
     "role": "Founder and chief technology officer",
     "from": null,
     "source": "https://www.nationalwealthfund.org.uk/news-and-publications/news/oxa-raises-103m-in-series-d-first-close-backed-by-national-wealth-fund-and-leading-investors/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "autonomous vehicles"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "autonomous vehicles",
   "function": "Founder and chief technology officer, Oxa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.nationalwealthfund.org.uk/news-and-publications/news/oxa-raises-103m-in-series-d-first-close-backed-by-national-wealth-fund-and-leading-investors/"
   ],
   "source_quotes": [
    {
     "url": "https://www.nationalwealthfund.org.uk/news-and-publications/news/oxa-raises-103m-in-series-d-first-close-backed-by-national-wealth-fund-and-leading-investors/",
     "quotes": [
      "Oxa’s Founder and CTO."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "autonomous vehicles",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-001",
     "name": "Oxa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-001",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-IND-001",
     "name": "Oxa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-150",
   "name": "Artem Sokolov",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-22",
   "status_detail": "Named as founder and CEO (UKTN, 22 July 2026).",
   "one_line": "Founder and chief executive, Humanoid.",
   "description": "Artem Sokolov: Founder and chief executive, Humanoid (BIZ-SU-IND-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Artem Sokolov",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/humanoid-raises-114m-and-gains-unicorn-status-20260722"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "humanoid robots"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "humanoid robots",
   "function": "Founder and chief executive, Humanoid.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/humanoid-raises-114m-and-gains-unicorn-status-20260722"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/humanoid-raises-114m-and-gains-unicorn-status-20260722",
     "quotes": [
      "Artem Sokolov, founder and CEO of Humanoid"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "humanoid robots",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-004",
     "name": "Humanoid",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-IND-004",
     "name": "Humanoid",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-151",
   "name": "Andrei Danescu",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-10-14",
   "status_detail": "Named in Dexory's funding release of 14 October 2025.",
   "one_line": "Co-founder and chief executive, Dexory.",
   "description": "Andrei Danescu: Co-founder and chief executive, Dexory (BIZ-SU-IND-008).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Andrei Danescu",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.dexory.com/insights/strong-customer-demand-enables-dexory-to-secure-165m-in-funding"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "warehouse robotics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "warehouse robotics",
   "function": "Co-founder and chief executive, Dexory.",
   "affiliation": "Talent",
   "sources": [
    "https://www.dexory.com/insights/strong-customer-demand-enables-dexory-to-secure-165m-in-funding"
   ],
   "source_quotes": [
    {
     "url": "https://www.dexory.com/insights/strong-customer-demand-enables-dexory-to-secure-165m-in-funding",
     "quotes": [
      "CEO and Co-Founder of Dexory"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "warehouse robotics",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-008",
     "name": "Dexory",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-008",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-IND-008",
     "name": "Dexory",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-008",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-152",
   "name": "Mostafa Elsayed",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-29",
   "status_detail": "Named in Automata's Series C release (29 January 2026).",
   "one_line": "Chief executive, Automata.",
   "description": "Mostafa Elsayed: Chief executive, Automata (BIZ-SU-IND-009).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Mostafa Elsayed",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20260129548625/en/Automata-Raises-$45M-Series-C-to-Build-the-Operating-System-for-AI-Ready-Labs"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "lab automation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "lab automation",
   "function": "Chief executive, Automata.",
   "affiliation": "Talent",
   "sources": [
    "https://www.businesswire.com/news/home/20260129548625/en/Automata-Raises-$45M-Series-C-to-Build-the-Operating-System-for-AI-Ready-Labs"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20260129548625/en/Automata-Raises-$45M-Series-C-to-Build-the-Operating-System-for-AI-Ready-Labs",
     "quotes": [
      "Mostafa Elsayed, CEO of Automata"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "lab automation",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-009",
     "name": "Automata",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-009",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-153",
   "name": "Amir Orad",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-18",
   "status_detail": "Named as Kraken CEO when Octopus Energy Group announced the Kraken spin-off (18 September 2025).",
   "one_line": "Chief executive, Kraken.",
   "description": "Amir Orad: Chief executive, Kraken (BIZ-SU-ENR-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Amir Orad",
     "role": "Chief executive",
     "from": null,
     "source": "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "energy software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "energy software",
   "function": "Chief executive, Kraken.",
   "affiliation": "Talent",
   "sources": [
    "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/"
   ],
   "source_quotes": [
    {
     "url": "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/",
     "quotes": [
      "Amir Orad, CEO of Kraken"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "energy software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-ENR-001",
     "name": "Kraken",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-154",
   "name": "Greg Jackson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-18",
   "status_detail": "Named as founder of the Octopus Energy Group in the Kraken spin-off release (18 September 2025).",
   "one_line": "Founder, Octopus Energy Group, Octopus Energy Group (Kraken parent).",
   "description": "Greg Jackson: Founder, Octopus Energy Group, Octopus Energy Group (Kraken parent) (BIZ-SU-ENR-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Greg Jackson",
     "role": "Founder, Octopus Energy Group",
     "from": null,
     "source": "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "energy software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "energy software",
   "function": "Founder, Octopus Energy Group, Octopus Energy Group (Kraken parent).",
   "affiliation": "Talent",
   "sources": [
    "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/"
   ],
   "source_quotes": [
    {
     "url": "https://octopus.energy/press/octopus-energy-group-to-spin-off-kraken/",
     "quotes": [
      "Greg Jackson, Founder of the Octopus Energy Group"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "energy software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-ENR-001",
     "name": "Kraken",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-001",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-ENR-001",
     "name": "Kraken",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-155",
   "name": "Jack Kelly",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-06",
   "status_detail": "Founded Open Climate Fix in 2019 after Google DeepMind.",
   "one_line": "Co-founder, Open Climate Fix.",
   "description": "Jack Kelly: Co-founder, Open Climate Fix (BIZ-SU-ENR-006). Earlier roles as published: Google DeepMind.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jack Kelly",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "energy forecasting"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "energy forecasting",
   "function": "Co-founder, Open Climate Fix.",
   "affiliation": "Talent",
   "sources": [
    "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room"
   ],
   "source_quotes": [
    {
     "url": "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room",
     "quotes": [
      "Founded in 2019 by Jack Kelly (formerly of Google DeepMind)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "energy forecasting",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-ENR-006",
     "name": "Open Climate Fix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-ENR-006",
     "name": "Open Climate Fix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-156",
   "name": "Dan Travers",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-06",
   "status_detail": "Co-founded Open Climate Fix in 2019.",
   "one_line": "Co-founder, Open Climate Fix.",
   "description": "Dan Travers: Co-founder, Open Climate Fix (BIZ-SU-ENR-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Dan Travers",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "energy forecasting"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "energy forecasting",
   "function": "Co-founder, Open Climate Fix.",
   "affiliation": "Talent",
   "sources": [
    "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room"
   ],
   "source_quotes": [
    {
     "url": "https://www.openclimatefix.org/insights/neso-adopts-ai-solar-forecasting-control-room",
     "quotes": [
      "Dan Travers (formerly of Origin Energy and SunGard)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "energy forecasting",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-ENR-006",
     "name": "Open Climate Fix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-ENR-006",
     "name": "Open Climate Fix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Origin Energy"
    },
    {
     "kind": "alumni_of",
     "name": "SunGard"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-157",
   "name": "Ned Baker",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-19",
   "status_detail": "Named in Helsing's release on its Plymouth factory (19 November 2025).",
   "one_line": "Managing Director, Helsing UK, Helsing UK.",
   "description": "Ned Baker: Managing Director, Helsing UK, Helsing UK (BIZ-SU-DEF-001).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ned Baker",
     "role": "Managing Director, Helsing UK",
     "from": null,
     "source": "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "defence AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "defence AI",
   "function": "Managing Director, Helsing UK, Helsing UK.",
   "affiliation": "Talent",
   "sources": [
    "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters"
   ],
   "source_quotes": [
    {
     "url": "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters",
     "quotes": [
      "Ned Baker, Managing Director of Helsing UK"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "defence AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-001",
     "name": "Helsing UK",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-158",
   "name": "Will Blyth",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-02",
   "status_detail": "Founded Arondite after the British Army, Palantir and Helsing (ADS, 2 May 2025).",
   "one_line": "Co-founder and chief executive, Arondite.",
   "description": "Will Blyth: Co-founder and chief executive, Arondite (BIZ-SU-DEF-009). Earlier roles as published: British Army officer; Palantir; Helsing.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Will Blyth",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "defence AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "defence AI",
   "function": "Co-founder and chief executive, Arondite.",
   "affiliation": "Talent",
   "sources": [
    "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/"
   ],
   "source_quotes": [
    {
     "url": "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/",
     "quotes": [
      "Arondite was founded by former British Army Officer, Will Blyth (CEO), who also held roles at Palantir and Helsing."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "defence AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-009",
     "name": "Arondite",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-DEF-009",
     "name": "Arondite",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-016",
     "name": "Palantir Technologies UK",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-016",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-DEF-001",
     "name": "Helsing UK",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-001",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "British Army"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-159",
   "name": "Rob Underhill",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-05-02",
   "status_detail": "Named as CTO (ADS, 2 May 2025).",
   "one_line": "Co-founder and chief technology officer, Arondite.",
   "description": "Rob Underhill: Co-founder and chief technology officer, Arondite (BIZ-SU-DEF-009).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rob Underhill",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "defence AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "defence AI",
   "function": "Co-founder and chief technology officer, Arondite.",
   "affiliation": "Talent",
   "sources": [
    "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/"
   ],
   "source_quotes": [
    {
     "url": "https://www.adsgroup.org.uk/knowledge/industry-member-news/arondite-raises-12m-to-connect-defence-systems-with-ai/",
     "quotes": [
      "alongside Rob Underhill (CTO), who was a lead engineer at BAE Systems",
      "before becoming the Founding Engineer at Garrison Technology"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "defence AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-009",
     "name": "Arondite",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-DEF-009",
     "name": "Arondite",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-009",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "BAE Systems"
    },
    {
     "kind": "alumni_of",
     "name": "Garrison Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-160",
   "name": "Rafael Quintanilla",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-24",
   "status_detail": "Founded Arrakis after working as an investor at Accel (UKTN, 24 July 2026).",
   "one_line": "Founder, Arrakis.",
   "description": "Rafael Quintanilla: Founder, Arrakis (BIZ-SU-IND-031).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rafael Quintanilla",
     "role": "Founder",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-startup-arrakis-emerges-from-stealth-with-22-5m-round-20260724"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI software",
   "function": "Founder, Arrakis.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/ai-startup-arrakis-emerges-from-stealth-with-22-5m-round-20260724"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-startup-arrakis-emerges-from-stealth-with-22-5m-round-20260724",
     "quotes": [
      "former Accel investor Rafael Quintanilla."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI software",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-031",
     "name": "Arrakis",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-031",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-IND-031",
     "name": "Arrakis",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-031",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-INV-033",
     "name": "Accel",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-033",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-161",
   "name": "Tristam Constant",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-30",
   "status_detail": "Named as CEO and co-founder (UKTN, 30 July 2026).",
   "one_line": "Co-founder and chief executive, Agon.",
   "description": "Tristam Constant: Co-founder and chief executive, Agon (BIZ-SU-DEF-005).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Tristam Constant",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/defence-tech/agon-raises-22-5m-to-build-ai-training-model-for-defence-20260730"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "defence AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "defence AI",
   "function": "Co-founder and chief executive, Agon.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/defence-tech/agon-raises-22-5m-to-build-ai-training-model-for-defence-20260730"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/defence-tech/agon-raises-22-5m-to-build-ai-training-model-for-defence-20260730",
     "quotes": [
      "CEO and co-founder at Agon."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "defence AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-005",
     "name": "Agon",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-005",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-DEF-005",
     "name": "Agon",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-005",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-162",
   "name": "Harry Mead",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-09",
   "status_detail": "Named as co-founder and chief executive (UKTN, 9 March 2026).",
   "one_line": "Co-founder and chief executive, Augur.",
   "description": "Harry Mead: Co-founder and chief executive, Augur (BIZ-SU-DEF-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Harry Mead",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/augur-ai-security-funding-round-20260309"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "security AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "security AI",
   "function": "Co-founder and chief executive, Augur.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/augur-ai-security-funding-round-20260309"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/augur-ai-security-funding-round-20260309",
     "quotes": [
      "co-founder and chief executive of Augur."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "security AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-006",
     "name": "Augur",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-DEF-006",
     "name": "Augur",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-163",
   "name": "Craig Beddis",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-12",
   "status_detail": "Named as chief executive (UKTN, 12 March 2026); Entrepreneur First was among investors in the round.",
   "one_line": "Chief executive, Hadean.",
   "description": "Craig Beddis: Chief executive, Hadean (BIZ-SU-DEF-004).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Craig Beddis",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "defence simulation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "defence simulation",
   "function": "Chief executive, Hadean.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312",
     "quotes": [
      "said Hadean chief executive Craig Beddis"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "defence simulation",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-DEF-004",
     "name": "Hadean",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-164",
   "name": "Rachel Finegold",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-19",
   "status_detail": "Named as founder and chief executive; UKTN describes the founder as Palantir's former healthcare lead (19 June 2026).",
   "one_line": "Founder and chief executive, Frontier Health.",
   "description": "Rachel Finegold: Founder and chief executive, Frontier Health (BIZ-SU-HLT-014). Earlier roles as published: healthcare lead, Palantir Technologies.",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Rachel Finegold",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/ai-health-tech-from-ex-palantir-lead-raises-12m-20260619"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "health AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "health AI",
   "function": "Founder and chief executive, Frontier Health.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/ai-health-tech-from-ex-palantir-lead-raises-12m-20260619"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/ai-health-tech-from-ex-palantir-lead-raises-12m-20260619",
     "quotes": [
      "founder and chief executive of Frontier Health.",
      "Founded by the former healthcare lead at Palantir Technologies"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "health AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-014",
     "name": "Frontier Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-014",
     "name": "Frontier Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-016",
     "name": "Palantir Technologies UK",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-016",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-165",
   "name": "Michalis Papadakis",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-24",
   "status_detail": "Named as co-founder and chief executive (UKTN, 24 February 2026).",
   "one_line": "Co-founder and chief executive, Brainomix.",
   "description": "Michalis Papadakis: Co-founder and chief executive, Brainomix (BIZ-SU-HLT-006).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Michalis Papadakis",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/brainomix-extends-series-c-with-new-5m-investment-20260224"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "medical imaging AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "medical imaging AI",
   "function": "Co-founder and chief executive, Brainomix.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/brainomix-extends-series-c-with-new-5m-investment-20260224"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/brainomix-extends-series-c-with-new-5m-investment-20260224",
     "quotes": [
      "Dr Michalis Papadakis, co-founder and chief executive of Brainomix"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "medical imaging AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-006",
     "name": "Brainomix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-006",
     "name": "Brainomix",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-006",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-166",
   "name": "Ross Upton",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-07-31",
   "status_detail": "Named as founder and chief executive (UKTN, 31 July 2025).",
   "one_line": "Founder and chief executive, Ultromics.",
   "description": "Ross Upton: Founder and chief executive, Ultromics (BIZ-SU-HLT-007).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ross Upton",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/ai-cardiology-group-ultromics-gears-up-for-us-growth-with-40m-round-20250731"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "cardiology AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "cardiology AI",
   "function": "Founder and chief executive, Ultromics.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/ai-cardiology-group-ultromics-gears-up-for-us-growth-with-40m-round-20250731"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/ai-cardiology-group-ultromics-gears-up-for-us-growth-with-40m-round-20250731",
     "quotes": [
      "Ross Upton, Ultromics founder and chief executive."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "cardiology AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-007",
     "name": "Ultromics",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-007",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-007",
     "name": "Ultromics",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-007",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-167",
   "name": "Ben Taylor",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-11-20",
   "status_detail": "Moved from Exscientia's chief financial and strategy officer to Recursion CFO when the two combined (20 November 2024).",
   "one_line": "Chief financial officer, Recursion, and President of Recursion UK, Exscientia (combined with Recursion).",
   "description": "Ben Taylor: Chief financial officer, Recursion, and President of Recursion UK, Exscientia (combined with Recursion) (BIZ-SU-HLT-003).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ben Taylor",
     "role": "Chief financial officer, Recursion, and President of Recursion UK",
     "from": null,
     "source": "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "drug discovery",
   "function": "Chief financial officer, Recursion, and President of Recursion UK, Exscientia (combined with Recursion).",
   "affiliation": "Talent",
   "sources": [
    "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space"
   ],
   "source_quotes": [
    {
     "url": "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space",
     "quotes": [
      "Ben Taylor, former Chief Financial and Strategy Officer of Exscientia, was appointed as the Chief Financial Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-HLT-003",
     "name": "Exscientia",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Recursion"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-168",
   "name": "Dave Hallett",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-11-20",
   "status_detail": "Moved from Exscientia interim CEO to Recursion CSO when the two combined (20 November 2024).",
   "one_line": "Chief scientific officer, Recursion, Exscientia (combined with Recursion).",
   "description": "Dave Hallett: Chief scientific officer, Recursion, Exscientia (combined with Recursion) (BIZ-SU-HLT-003). [Round 4, 30 Oct 2026] new public role: UK government AI Champion for Life Sciences (AI adoption plan published 8 June 2026)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Dave Hallett",
     "role": "Chief scientific officer, Recursion",
     "from": null,
     "source": "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "drug discovery",
   "function": "Chief scientific officer, Recursion, Exscientia (combined with Recursion).",
   "affiliation": "Talent",
   "sources": [
    "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space",
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://ir.recursion.com/news-releases/news-release-details/recursion-and-exscientia-two-leaders-ai-drug-discovery-space",
     "quotes": [
      "Dave Hallett, former Interim Chief Executive Officer of Exscientia, was appointed as Chief Scientific Officer"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Dave Hallett — Life Sciences"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-HLT-003",
     "name": "Exscientia",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Recursion"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-169",
   "name": "Ken Mulvany",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-03-12",
   "status_detail": "Appointed executive chairman in October 2024 as Joerg Moeller stepped down as CEO; quoted as executive chairman on 12 March 2025.",
   "one_line": "Executive chairman, BenevolentAI.",
   "description": "Ken Mulvany: Executive chairman, BenevolentAI (BIZ-SU-HLT-002).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ken Mulvany",
     "role": "Executive chairman",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20250312584164/en"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "drug discovery",
   "function": "Executive chairman, BenevolentAI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.businesswire.com/news/home/20250312584164/en"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20250312584164/en",
     "quotes": [
      "Executive Chairman of BenevolentAI.",
      "today announces the appointment of Kenneth (Ken) Mulvany as Executive Chairman."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-002",
     "name": "BenevolentAI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-002",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-170",
   "name": "Martin Seneviratne",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-11-22",
   "status_detail": "Named as co-founder and co-CEO; UKTN says the company was founded by DeepMind and Google Health alumni (22 November 2023).",
   "one_line": "Co-founder and co-chief executive, Phare Health.",
   "description": "Martin Seneviratne: Co-founder and co-chief executive, Phare Health (BIZ-SU-HLT-053).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Martin Seneviratne",
     "role": "Co-founder and co-chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/phare-health-funding-ai-20231122"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "health AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "health AI",
   "function": "Co-founder and co-chief executive, Phare Health.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/phare-health-funding-ai-20231122"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/phare-health-funding-ai-20231122",
     "quotes": [
      "co-founder and co-CEO",
      "founded by DeepMind and Google Health alumni"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "health AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-053",
     "name": "Phare Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-053",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-053",
     "name": "Phare Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-053",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Google DeepMind (BIZ-LAB-001) / Google Health — company-level statement; individual roles not given"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-171",
   "name": "Pete Thomas",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-23",
   "status_detail": "Named as CEO of the Moorfields spin-out Cascader (HTN, 23 September 2026).",
   "one_line": "Chief executive, Cascader.",
   "description": "Pete Thomas: Chief executive, Cascader (BIZ-SU-HLT-035).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pete Thomas",
     "role": "Chief executive",
     "from": null,
     "source": "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "eye health AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "eye health AI",
   "function": "Chief executive, Cascader.",
   "affiliation": "Talent",
   "sources": [
    "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/"
   ],
   "source_quotes": [
    {
     "url": "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/",
     "quotes": [
      "Pete Thomas, CEO of Cascader"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "eye health AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-035",
     "name": "Cascader",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-035",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-172",
   "name": "Pearse Keane",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-23",
   "status_detail": "Co-founder of Cascader and consultant ophthalmologist at Moorfields (HTN, 23 September 2026).",
   "one_line": "Co-founder, Cascader.",
   "description": "Pearse Keane: Co-founder, Cascader (BIZ-SU-HLT-035).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Pearse Keane",
     "role": "Co-founder",
     "from": null,
     "source": "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "eye health AI"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "eye health AI",
   "function": "Co-founder, Cascader.",
   "affiliation": "Talent",
   "sources": [
    "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/"
   ],
   "source_quotes": [
    {
     "url": "https://htn.co.uk/2026/09/23/moorfields-ai-spinout-cascader-completes-seed-funding-round/",
     "quotes": [
      "Pearse Keane, Cascader co-founder and consultant ophthalmologist at Moorfields Eye Hospital"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "eye health AI",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-035",
     "name": "Cascader",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-035",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-035",
     "name": "Cascader",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-035",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Moorfields Eye Hospital (current clinical post)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-173",
   "name": "Dom Pimenta",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-02-13",
   "status_detail": "Named as TORTUS co-founder (UKTN, 13 February 2024).",
   "one_line": "Co-founder, TORTUS.",
   "description": "Dom Pimenta: Co-founder, TORTUS (BIZ-SU-HLT-034).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Dom Pimenta",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/ai/tortus-ai-assistant-funding-20240213"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "clinical AI assistants"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "clinical AI assistants",
   "function": "Co-founder, TORTUS.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/tortus-ai-assistant-funding-20240213"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/tortus-ai-assistant-funding-20240213",
     "quotes": [
      "TORTUS co-founder, Dr Dom Pimenta."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "clinical AI assistants",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-034",
     "name": "TORTUS",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-034",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-034",
     "name": "TORTUS",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-034",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-174",
   "name": "Ameera Patel",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-24",
   "status_detail": "Named as chief executive (UKTN, 24 July 2026).",
   "one_line": "Chief executive, TidalSense.",
   "description": "Ameera Patel: Chief executive, TidalSense (BIZ-SU-HLT-008).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ameera Patel",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/tidalsense-secures-14-2m-for-ai-breath-test-20260724"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "respiratory diagnostics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "respiratory diagnostics",
   "function": "Chief executive, TidalSense.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/tidalsense-secures-14-2m-for-ai-breath-test-20260724"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/tidalsense-secures-14-2m-for-ai-breath-test-20260724",
     "quotes": [
      "chief executive Dr Ameera Patel"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "respiratory diagnostics",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-008",
     "name": "TidalSense",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-008",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-175",
   "name": "Finn Stevenson",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-03",
   "status_detail": "Named as CEO and co-founder (UKTN, 3 June 2026).",
   "one_line": "Co-founder and chief executive, Flok Health.",
   "description": "Finn Stevenson: Co-founder and chief executive, Flok Health (BIZ-SU-HLT-015).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Finn Stevenson",
     "role": "Co-founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI physiotherapy"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI physiotherapy",
   "function": "Co-founder and chief executive, Flok Health.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603",
     "quotes": [
      "CEO and co-founder Finn Stevenson"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI physiotherapy",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-015",
     "name": "Flok Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-015",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-015",
     "name": "Flok Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-015",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-176",
   "name": "Ric da Silva",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-03",
   "status_detail": "Named as co-founder and CTO (UKTN, 3 June 2026).",
   "one_line": "Co-founder and chief technology officer, Flok Health.",
   "description": "Ric da Silva: Co-founder and chief technology officer, Flok Health (BIZ-SU-HLT-015).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Ric da Silva",
     "role": "Co-founder and chief technology officer",
     "from": null,
     "source": "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI physiotherapy"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "AI physiotherapy",
   "function": "Co-founder and chief technology officer, Flok Health.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/flok-health-raises-9-3m-to-scale-its-ai-clinician-20260603",
     "quotes": [
      "co-founder and CTO Ric da Silva"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI physiotherapy",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-015",
     "name": "Flok Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-015",
     "page_label": "Start-ups"
    },
    {
     "kind": "founder_of",
     "id": "BIZ-SU-HLT-015",
     "name": "Flok Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-015",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-177",
   "name": "James Field",
   "bucket": "person",
   "status": "active",
   "status_date": "2024-05-21",
   "status_detail": "Named as CEO (UKTN, 21 May 2024).",
   "one_line": "Chief executive, LabGenius.",
   "description": "James Field: Chief executive, LabGenius (BIZ-SU-HLT-038).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "James Field",
     "role": "Chief executive",
     "from": null,
     "source": "https://www.uktech.news/medtech/labgenius-drug-discovery-series-b-20240521"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "drug discovery"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "drug discovery",
   "function": "Chief executive, LabGenius.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/medtech/labgenius-drug-discovery-series-b-20240521"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/labgenius-drug-discovery-series-b-20240521",
     "quotes": [
      "said Dr James Field, CEO of LabGenius."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "drug discovery",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-HLT-038",
     "name": "LabGenius",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-038",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-178",
   "name": "Matt Clifford",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-08-10",
   "status_detail": "Co-founded Entrepreneur First in 2011; chair of ARIA and appointed in August 2023 to lead preparations for the UK's first AI safety summit (UKTN, 10 August 2023). Later roles not checked.",
   "one_line": "Co-founder, Entrepreneur First.",
   "description": "Matt Clifford: Co-founder, Entrepreneur First (BIZ-TAL-187). [Round 4, 30 Oct 2026] public roles (July 2024): Non-Executive Chair of ARIA; Vice Chair, External Advisory Board, UK Government's AI Safety Institute (both as declared in ARIA's July 2024 register)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Matt Clifford",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building",
    "AI policy"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Co-founder, Entrepreneur First.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810",
    "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810",
     "quotes": [
      "Clifford co-founded Entrepreneur First, an investment firm in 2011.",
      "Clifford is the chair of the Advanced Research and Invention Agency."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf",
     "quotes": [
      "Non-Executive Chair"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-LAB-014",
     "name": "Inherent",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-014",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency"
    }
   ],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-187"
   ]
  },
  {
   "id": "BIZ-TAL-179",
   "name": "Riam Kanso",
   "bucket": "person",
   "status": "active",
   "status_date": "2021-11-05",
   "status_detail": "Named as lead of Conception X in Barclays' launch release (2019) and as CEO in a UCL case study of 5 November 2021.",
   "one_line": "Lead (later chief executive), Conception X, Conception X.",
   "description": "Riam Kanso: Lead (later chief executive), Conception X, Conception X (BIZ-TAL-188).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Riam Kanso",
     "role": "Lead (later chief executive), Conception X",
     "from": null,
     "source": "https://home.barclays/news/press-releases/2019/02/university-college-london-and-barclays-launch--venture-builder--"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Lead (later chief executive), Conception X, Conception X.",
   "affiliation": "Talent",
   "sources": [
    "https://home.barclays/news/press-releases/2019/02/university-college-london-and-barclays-launch--venture-builder--",
    "https://www.ucl.ac.uk/engineering/case-studies/2021/nov/conception-x-opening-door-next-generation-venture-scientists"
   ],
   "source_quotes": [
    {
     "url": "https://home.barclays/news/press-releases/2019/02/university-college-london-and-barclays-launch--venture-builder--",
     "quotes": [
      "Lead of Conception X and Head of Student Entrepreneurship, UCL Engineering."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ucl.ac.uk/engineering/case-studies/2021/nov/conception-x-opening-door-next-generation-venture-scientists",
     "quotes": [
      "In our model, the university is the incubator.\" (Riam Kanso, named as CEO; dated 5 November 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-188"
   ]
  },
  {
   "id": "BIZ-TAL-180",
   "name": "Thomas Hellmann",
   "bucket": "person",
   "status": "active",
   "status_date": "2021-11-15",
   "status_detail": "Named as site lead of CDL-Oxford by Saïd Business School (15 November 2021).",
   "one_line": "Professor of Entrepreneurship and Site Lead, CDL-Oxford, Creative Destruction Lab Oxford.",
   "description": "Thomas Hellmann: Professor of Entrepreneurship and Site Lead, CDL-Oxford, Creative Destruction Lab Oxford (BIZ-TAL-189).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Thomas Hellmann",
     "role": "Professor of Entrepreneurship and Site Lead, CDL-Oxford",
     "from": null,
     "source": "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Professor of Entrepreneurship and Site Lead, CDL-Oxford, Creative Destruction Lab Oxford.",
   "affiliation": "Talent",
   "sources": [
    "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering"
   ],
   "source_quotes": [
    {
     "url": "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering",
     "quotes": [
      "Professor of Entrepreneurship and Site Lead for CDL-Oxford."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-189"
   ]
  },
  {
   "id": "BIZ-TAL-181",
   "name": "Brent Hoberman",
   "bucket": "person",
   "status": "active",
   "status_date": "2016-10-10",
   "status_detail": "Co-founded Founders Factory (2016 report); co-founder and chair of Founders Forum Group, which acquired Tech Nation in April 2023.",
   "one_line": "Co-founder, Founders Factory, Founders Factory.",
   "description": "Brent Hoberman: Co-founder, Founders Factory, Founders Factory (BIZ-TAL-190).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Brent Hoberman",
     "role": "Co-founder, Founders Factory",
     "from": null,
     "source": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Co-founder, Founders Factory, Founders Factory.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
    "https://www.uktech.news/growth-strategy/exit-strategy/founders-forum-group-tech-nation-20230425"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
     "quotes": [
      "the accelerator and incubator launched by Brent Hoberman, Henry Lane Fox and Jim Meyerle.\" (dated 10 October 2016)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/growth-strategy/exit-strategy/founders-forum-group-tech-nation-20230425",
     "quotes": [
      "Founders Forum Group acquires Tech Nation\" (Brent Hoberman named as co-founder and chair of Founders Forum Group; dated 25 April 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 4,
   "related_ids": [
    "BIZ-TAL-190",
    "BIZ-TAL-195"
   ]
  },
  {
   "id": "BIZ-TAL-182",
   "name": "Henry Lane Fox",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-29",
   "status_detail": "Co-founded Founders Factory; named as its CEO in Aviva's release of 29 September 2026.",
   "one_line": "Co-founder and chief executive, Founders Factory, Founders Factory.",
   "description": "Henry Lane Fox: Co-founder and chief executive, Founders Factory, Founders Factory (BIZ-TAL-190).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Henry Lane Fox",
     "role": "Co-founder and chief executive, Founders Factory",
     "from": null,
     "source": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Co-founder and chief executive, Founders Factory, Founders Factory.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
    "https://www.aviva.com/newsroom/news-and-research-overview/news-releases/2026/09/aviva-extends-ten-year-partnership-with-founders-factory/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
     "quotes": [
      "the accelerator and incubator launched by Brent Hoberman, Henry Lane Fox and Jim Meyerle.\" (dated 10 October 2016)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.aviva.com/newsroom/news-and-research-overview/news-releases/2026/09/aviva-extends-ten-year-partnership-with-founders-factory/",
     "quotes": [
      "Henry Lane Fox, CEO of Founders Factory\" (dated 29 September 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-190"
   ]
  },
  {
   "id": "BIZ-TAL-183",
   "name": "Jim Meyerle",
   "bucket": "person",
   "status": "active",
   "status_date": "2016-10-10",
   "status_detail": "Named as one of the founders of Founders Factory (UKTN, 10 October 2016).",
   "one_line": "Co-founder, Founders Factory, Founders Factory.",
   "description": "Jim Meyerle: Co-founder, Founders Factory, Founders Factory (BIZ-TAL-190).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jim Meyerle",
     "role": "Co-founder, Founders Factory",
     "from": null,
     "source": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Co-founder, Founders Factory, Founders Factory.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
     "quotes": [
      "the accelerator and incubator launched by Brent Hoberman, Henry Lane Fox and Jim Meyerle.\" (dated 10 October 2016)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-190"
   ]
  },
  {
   "id": "BIZ-TAL-184",
   "name": "Adam French",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "Named as one of the partner team leading Antler's UK Fund II (UKTN, 21 May 2026).",
   "one_line": "Partner, Antler UK, Antler UK.",
   "description": "Adam French: Partner, Antler UK, Antler UK (BIZ-TAL-193).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Adam French",
     "role": "Partner, Antler UK",
     "from": null,
     "source": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Partner, Antler UK, Antler UK.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521",
     "quotes": [
      "the partner team of Adam French, Hannah Leach and Jed Rose."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-193"
   ]
  },
  {
   "id": "BIZ-TAL-185",
   "name": "Hannah Leach",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "Named as one of the partner team leading Antler's UK Fund II (UKTN, 21 May 2026).",
   "one_line": "Partner, Antler UK, Antler UK.",
   "description": "Hannah Leach: Partner, Antler UK, Antler UK (BIZ-TAL-193).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Hannah Leach",
     "role": "Partner, Antler UK",
     "from": null,
     "source": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Partner, Antler UK, Antler UK.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521",
     "quotes": [
      "the partner team of Adam French, Hannah Leach and Jed Rose."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-193"
   ]
  },
  {
   "id": "BIZ-TAL-186",
   "name": "Jed Rose",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "Named as one of the partner team leading Antler's UK Fund II (UKTN, 21 May 2026).",
   "one_line": "Partner, Antler UK, Antler UK.",
   "description": "Jed Rose: Partner, Antler UK, Antler UK (BIZ-TAL-193).",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Jed Rose",
     "role": "Partner, Antler UK",
     "from": null,
     "source": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "venture building"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "venture building",
   "function": "Partner, Antler UK, Antler UK.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521",
     "quotes": [
      "the partner team of Adam French, Hannah Leach and Jed Rose."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "people"
    }
   ],
   "div_label": "People",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-193"
   ]
  },
  {
   "id": "BIZ-TAL-187",
   "name": "Entrepreneur First (EF)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-03-12",
   "status_detail": "Still investing in UK start-ups in 2026: named among investors in Hadean's bridge round (UKTN, 12 March 2026). Its last funding round found here was a US$158m Series C (29 June 2022).",
   "one_line": "A London investor that recruits individuals before they have a company, helps them find a co-founder and funds the start-ups they form.",
   "description": "Entrepreneur First was co-founded in 2011 by Matt Clifford and Alice Bentinck and is headquartered in London. It takes in individuals, helps them find a co-founder and an idea, and invests in the companies that result. In 2020 it said it had helped over 2,000 people build more than 300 companies. In June 2022 it raised US$158m (£129.9m) from angel investors including DeepMind co-founders Demis Hassabis and Mustafa Suleyman, and UKTN reported that its portfolio included Magic Pony Technology (sold to Twitter) and Sonantic (sold to Spotify). In March 2026 it was among investors in Hadean's bridge round.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Matt Clifford",
     "role": "co-founder",
     "from": "2011",
     "source": "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 158000000,
     "currency": "USD",
     "date": "2022-06-29",
     "detail": "Series C from angel investors (single source, UKTN)",
     "raw": "funding_round: 158000000 USD 2022-06-29 — Series C from angel investors (single source, UKTN)",
     "amount_gbp": 130352281,
     "fx_rate": 1.2121,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2121 per £ on 2022-06-29",
     "fx_date": "2022-06-29",
     "fx_note": "",
     "txt": "US$158m",
     "gbp_txt": "£130.4m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "venture building",
    "pre-seed investment"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "venture building",
   "function": "A London investor that recruits individuals before they have a company, helps them find a co-founder and funds the start-ups they form.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/angel/entrepreneur-first-series-c-20220629",
    "https://businesscloud.co.uk/news/14-uk-firms-among-latest-entrepreneur-first-cohort/",
    "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810",
    "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/angel/entrepreneur-first-series-c-20220629",
     "quotes": [
      "at the early stage of their journey.",
      "next generation of tech founders.\" (dated 29 June 2022; $158m Series C; portfolio examples Magic Pony Technology and Sonantic as summarised by the page)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://businesscloud.co.uk/news/14-uk-firms-among-latest-entrepreneur-first-cohort/",
     "quotes": [
      "EF's bespoke programme, the first of its kind in the world, invests time and money in outstanding individuals, helping them to find a co-founder, develop an idea and create a high-growth technology company from scratch.\" (dated 30 March 2020)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/government-and-policy/ai-safety-summit-entrepreneur-first-20230810",
     "quotes": [
      "Clifford co-founded Entrepreneur First, an investment firm in 2011."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312",
     "quotes": [
      "Entrepreneur First (EF)\" (named among investors; dated 12 March 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "venture building",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-CRE-002",
     "name": "Papercup",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-002",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-DEF-004",
     "name": "Hadean",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-IND-009",
     "name": "Automata",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-009",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-DEF-007",
     "name": "Mutable Tactics",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-007",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-CRE-004",
     "name": "Magic Pony Technology",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-CRE-006",
     "name": "Sonantic",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "supplies",
     "id": "BIZ-SU-DEF-004",
     "name": "Hadean",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-606",
     "name": "Cordless",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-606",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-801",
     "name": "Chattermill",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-801",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-812",
     "name": "Spotted Zebra",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-812",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SW-5004",
     "name": "Mimica",
     "page": "software",
     "href": "../software/#org=BIZ-SW-5004",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 5,
   "related_ids": [
    "BIZ-TAL-001",
    "BIZ-TAL-049",
    "BIZ-TAL-178"
   ]
  },
  {
   "id": "BIZ-TAL-188",
   "name": "Conception X",
   "bucket": "prog",
   "status": "active",
   "status_date": "2021-11-05",
   "status_detail": "Set up inside UCL Engineering in 2018 and launched with Barclays in 2019; UCL described it in November 2021 as an independent non-profit. No 2026 page opened.",
   "one_line": "A nine-month programme that helps PhD students turn their research into start-ups.",
   "description": "Conception X began in UCL's Faculty of Engineering in 2018 and was launched with Barclays as a 'venture builder' for PhD students, first from UCL computer science and then from other universities. The launch cohort had 27 teams over nine months, with access to Barclays Eagle Labs afterwards. By November 2021 UCL said it had supported more than 200 students in 160 PhD teams from over 30 universities, which had raised £13m; named ventures included the AI companies TurinTech and Rahko.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Riam Kanso",
     "role": "lead, later CEO",
     "from": null,
     "source": "https://www.ucl.ac.uk/engineering/case-studies/2021/nov/conception-x-opening-door-next-generation-venture-scientists"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "PhD venture building",
    "deep tech"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "PhD venture building",
   "function": "A nine-month programme that helps PhD students turn their research into start-ups.",
   "affiliation": "Talent",
   "sources": [
    "https://home.barclays/news/press-releases/2019/02/university-college-london-and-barclays-launch--venture-builder--",
    "https://www.ucl.ac.uk/engineering/case-studies/2021/nov/conception-x-opening-door-next-generation-venture-scientists"
   ],
   "source_quotes": [
    {
     "url": "https://home.barclays/news/press-releases/2019/02/university-college-london-and-barclays-launch--venture-builder--",
     "quotes": [
      "Over a nine-month period",
      "Lead of Conception X and Head of Student Entrepreneurship, UCL Engineering."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ucl.ac.uk/engineering/case-studies/2021/nov/conception-x-opening-door-next-generation-venture-scientists",
     "quotes": [
      "In our model, the university is the incubator.\" (dated 5 November 2021; 160 PhD teams, £13m raised, TurinTech and Rahko named, as summarised from the page)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "PhD venture building",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Barclays"
    },
    {
     "kind": "spun_out_of",
     "name": "University College London"
    },
    {
     "kind": "alumni_of",
     "name": "TurinTech"
    },
    {
     "kind": "alumni_of",
     "name": "Rahko"
    }
   ],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-179",
    "BIZ-TAL-194"
   ]
  },
  {
   "id": "BIZ-TAL-189",
   "name": "Creative Destruction Lab Oxford (CDL-Oxford)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2023",
   "status_detail": "Endorsed by the ScaleUp Institute in 2023; runs AI, Fintech and Climate streams plus two Oxford-global streams at Saïd Business School. No 2026 page opened.",
   "one_line": "A nine-month programme at Oxford's Saïd Business School where science-based start-ups, including an AI stream, set goals with mentors and investors.",
   "description": "CDL-Oxford opened in 2019 as the first European site of the Creative Destruction Lab. In 2021 it selected 80 ventures across four streams: AI, Climate, FinTech and Health, with over 100 Saïd Business School students working with the founders. The ScaleUp Institute's 2023 page lists five Oxford-based streams (AI, Fintech, Climate, advanced therapies and space), a nine-month programme with four on-site sessions, and 233 founders supported. Thomas Hellmann is site lead.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Saïd Business School, Oxford",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [
    {
     "name": "Thomas Hellmann",
     "role": "Professor of Entrepreneurship and Site Lead",
     "from": null,
     "source": "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "accelerator",
    "science-based start-ups"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "accelerator",
   "function": "A nine-month programme at Oxford's Saïd Business School where science-based start-ups, including an AI stream, set goals with mentors and investors.",
   "affiliation": "Talent",
   "sources": [
    "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering",
    "https://www.scaleupinstitute.org.uk/programmes/creative-destruction-lab/"
   ],
   "source_quotes": [
    {
     "url": "https://www.sbs.ox.ac.uk/news/creative-destruction-lab-oxford-launches-its-third-year-increased-offering",
     "quotes": [
      "CDL-Oxford launched in 2019 as the first site in Europe.",
      "This year eighty ventures have been selected onto CDL-Oxford across four streams: AI, Climate, FinTech and Health.\" (dated 15 November 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.scaleupinstitute.org.uk/programmes/creative-destruction-lab/",
     "quotes": [
      "CDL offers 20 streams worldwide, of which five are Oxford-based.",
      "The nine-month programme",
      "Newly endorsed by the ScaleUp Institute in 2023."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "accelerator",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "Saïd Business School, Oxford",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Oxford Saïd Business School"
    },
    {
     "kind": "part_of",
     "name": "Creative Destruction Lab (global)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-180"
   ]
  },
  {
   "id": "BIZ-TAL-190",
   "name": "Founders Factory",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-09-29",
   "status_detail": "On 29 September 2026 Aviva extended its partnership with Founders Factory for three years to build start-ups that use AI and frontier technologies.",
   "one_line": "A London venture studio and accelerator that builds and funds start-ups with large companies as partners.",
   "description": "Founders Factory was launched by Brent Hoberman, Henry Lane Fox and Jim Meyerle. In October 2016 it took an investment from CSC Group to invest in and scale five early-stage AI start-ups and co-create two companies a year (see the separate record). Aviva says it has built and funded more than 500 technology companies; Aviva's own partnership with it has supported more than 60 start-ups since 2016 and was extended on 29 September 2026 to build ventures that 'harness AI and frontier technologies'. Henry Lane Fox is chief executive. [Round 4, 30 Oct 2026] INVESTORS: Named investor in UK AI companies FALKIN (November 2025) and Meshed.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Henry Lane Fox",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://www.aviva.com/newsroom/news-and-research-overview/news-releases/2026/09/aviva-extends-ten-year-partnership-with-founders-factory/"
    },
    {
     "name": "Brent Hoberman",
     "role": "co-founder",
     "from": null,
     "source": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
    }
   ],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "investment_pledge: Aviva three-year extension, 2026-09-29 — amount not disclosed (no entry)",
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "venture studio",
    "accelerator"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "venture studio",
   "function": "A London venture studio and accelerator that builds and funds start-ups with large companies as partners.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aviva.com/newsroom/news-and-research-overview/news-releases/2026/09/aviva-extends-ten-year-partnership-with-founders-factory/",
    "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-zilch-ai-score-20251114",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-phoebe-to-evaluatelocate-20250822"
   ],
   "source_quotes": [
    {
     "url": "https://www.aviva.com/newsroom/news-and-research-overview/news-releases/2026/09/aviva-extends-ten-year-partnership-with-founders-factory/",
     "quotes": [
      "the global venture studio and accelerator.",
      "will look to harness AI and frontier technologies.\" (dated 29 September 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
     "quotes": [
      "the accelerator and incubator launched by Brent Hoberman, Henry Lane Fox and Jim Meyerle.\" (dated 10 October 2016)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-zilch-ai-score-20251114",
     "quotes": [
      "a range of AI digital safety tools to prevent scams before payments are made",
      "BackFuture Ventures, Aviva/Founders Factory, Haatch"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-phoebe-to-evaluatelocate-20250822",
     "quotes": [
      "agentic AI insurance broker",
      "Haatch, Founders Factory and angels"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "venture studio",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-EST-072",
     "name": "Aviva and Founders Factory AI venture partnership",
     "page": "established",
     "href": "../established/#org=BIZ-EST-072",
     "page_label": "Established firms"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-HLT-065",
     "name": "Peptone",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-065",
     "page_label": "Start-ups"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-EST-072",
     "name": "Aviva and Founders Factory AI venture partnership",
     "page": "established",
     "href": "../established/#org=BIZ-EST-072",
     "page_label": "Established firms"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-HLT-605",
     "name": "Syndi Health",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-605",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-704",
     "name": "FALKIN",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-704",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-705",
     "name": "Meshed",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-705",
     "page_label": "Start-ups"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-SU-FIN-704",
     "name": "FALKIN",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-704",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-704",
     "name": "FALKIN",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-704",
     "page_label": "Start-ups"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-SU-FIN-705",
     "name": "Meshed",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-705",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-705",
     "name": "Meshed",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-705",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "CSC Group"
    }
   ],
   "degree": 10,
   "related_ids": [
    "BIZ-TAL-181",
    "BIZ-TAL-182",
    "BIZ-TAL-183",
    "BIZ-TAL-191"
   ]
  },
  {
   "id": "BIZ-TAL-191",
   "name": "Founders Factory and CSC Group AI start-up programme (2016)",
   "bucket": "prog",
   "status": "announced",
   "status_date": "2016-10-10",
   "status_detail": "Announced on 10 October 2016; no later report of its results was opened.",
   "one_line": "A 2016 deal under which Founders Factory would invest in five early-stage AI start-ups a year and create two new AI companies a year.",
   "description": "In October 2016 the Chinese private equity firm CSC Group made a multimillion-pound investment in Founders Factory. Under the deal Founders Factory was to invest in and scale five early-stage AI start-ups and co-create two new companies a year; CSC Group would help them reach the Chinese market and bring Chinese AI talent to Europe. The amount was not disclosed.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "investment_pledge: undisclosed (no entry) 2016-10-10 — CSC Group investment in Founders Factory for AI start-ups",
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "AI accelerator"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "AI accelerator",
   "function": "A 2016 deal under which Founders Factory would invest in five early-stage AI start-ups a year and create two new AI companies a year.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/founders-factory-lands-multimillion-pound-deal-chinese-private-equity-firm-20161010",
     "quotes": [
      "invest in and scale five early stage AI startups and co-create two new companies a year.\" (dated 10 October 2016)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI accelerator",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "announced",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "CSC Group"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-190"
   ]
  },
  {
   "id": "BIZ-TAL-192",
   "name": "Zinc",
   "bucket": "prog",
   "status": "active",
   "status_date": "2022-06-01",
   "status_detail": "Closed £28m of its second fund in June 2022, aiming for £35m; no later page opened. Zinc is a mission-led company builder and is not AI-specific.",
   "one_line": "A London company builder that recruits cohorts of people to start companies tackling social problems, with a year of support and money.",
   "description": "Zinc was launched by Saul Klein in 2017 to back people building companies aimed at social problems. Its second fund, which had closed £28m by June 2022, was set up to invest in 500 entrepreneurs and then in the top 100 start-ups from its programme. Each cohort takes up to 70 people for 12 months. By June 2022 it said it had helped over 200 entrepreneurs create more than 60 start-ups. It is listed here as a route into founding; it is not an AI programme.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "fund_size",
     "amount": 28000000,
     "currency": "GBP",
     "date": "2022-06-01",
     "detail": "second fund, first close (target £35m)",
     "raw": "fund_size: 28000000 GBP 2022-06-01 — second fund, first close (target £35m)",
     "amount_gbp": 28000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£28m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "company builder",
    "social impact"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "company builder",
   "function": "A London company builder that recruits cohorts of people to start companies tackling social problems, with a year of support and money.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/zinc-fund-2-20220601"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/zinc-fund-2-20220601",
     "quotes": [
      "closed £28m for its latest fund.",
      "up to 70 people to join a cohort,",
      "12 months of support and capital.",
      "has helped over 200 entrepreneurs to create more than 60 startups.\" (dated 1 June 2022)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "company builder",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "located_in",
     "id": "BIZ-NET-010",
     "name": "London.AI",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-010",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-193",
   "name": "Antler UK",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "On 21 May 2026 the British Business Bank made a £25m cornerstone commitment to Antler's UK Fund II, led by partners Adam French, Hannah Leach and Jed Rose.",
   "one_line": "The UK arm of a global early-stage investor that runs a residency for would-be founders in London and funds the companies they start.",
   "description": "Antler has been in the UK since 2020 and invests at the earliest stage through a residency programme in London. In December 2021 it closed a £21.4m UK fund to develop 70 UK start-ups, with first cheques of up to £120,000. In May 2026 the British Business Bank made a £25m cornerstone commitment to its UK Fund II, which UKTN called Antler's largest single-location fund; the fund will initially commit up to £500k into new UK start-ups. Partner Adam French said founders can move faster 'thanks to AI'. [Round 4, 30 Oct 2026] INVESTORS: Named investor in Capsa AI's £13.4m Series A round (June 2026); Capsa AI: AI system for private capital funds.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Adam French",
     "role": "partner",
     "from": null,
     "source": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521"
    },
    {
     "name": "Hannah Leach",
     "role": "partner",
     "from": null,
     "source": null
    },
    {
     "name": "Jed Rose",
     "role": "partner",
     "from": null,
     "source": null
    }
   ],
   "money": [
    {
     "kind": "fund_size",
     "amount": 21400000,
     "currency": "GBP",
     "date": "2021-12-09",
     "detail": "UK fund",
     "raw": "fund_size: 21400000 GBP 2021-12-09 — UK fund",
     "amount_gbp": 21400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£21.4m",
     "gbp_txt": ""
    },
    {
     "kind": "investment_pledge",
     "amount": 25000000,
     "currency": "GBP",
     "date": "2026-05-21",
     "detail": "British Business Bank cornerstone commitment to UK Fund II",
     "raw": "investment_pledge: 25000000 GBP 2026-05-21 — British Business Bank cornerstone commitment to UK Fund II",
     "amount_gbp": 25000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£25m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "pre-seed investment",
    "founder residency"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "pre-seed investment",
   "function": "The UK arm of a global early-stage investor that runs a residency for would-be founders in London and funds the companies they start.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521",
    "https://www.uktech.news/funding/vc-funding/antler-closes-uk-fund-20211209",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-physicsx-to-record-os-20260612"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/exclusive-british-business-bank-backs-new-uk-dedicated-vc-fund-20260521",
     "quotes": [
      "£25m cornerstone commitment",
      "Antler's largest single-location fund to date.",
      "residency programme.",
      "Founders can achieve more and move faster than ever before thanks to AI.\" (dated 21 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/vc-funding/antler-closes-uk-fund-20211209",
     "quotes": [
      "£21.4m",
      "develop 70 UK tech startups.\" (dated 9 December 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-physicsx-to-record-os-20260612",
     "quotes": [
      "builds an AI operating system for private capital funds",
      "Bek Ventures, Antler, Outward VC"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "pre-seed investment",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-011",
     "name": "Unravel",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-011",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-024",
     "name": "Capsa AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-024",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-HLT-019",
     "name": "Klaris",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-019",
     "page_label": "Start-ups"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-002",
     "name": "British Business Bank",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-002",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-611",
     "name": "Vente AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-611",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-616",
     "name": "Inntelo",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-616",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SW-611",
     "name": "Noxus",
     "page": "software",
     "href": "../software/#org=BIZ-SW-611",
     "page_label": "Software and tools"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-DEF-602",
     "name": "Occam",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-602",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-608",
     "name": "Ralio",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-608",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-ENR-703",
     "name": "Sorted",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-ENR-703",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-721",
     "name": "Mapify",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-721",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-OTH-731",
     "name": "Tyten",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-OTH-731",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-CRE-805",
     "name": "First Concepts",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-805",
     "page_label": "Start-ups"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-SU-FIN-024",
     "name": "Capsa AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-024",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-SU-FIN-024",
     "name": "Capsa AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-024",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-184",
    "BIZ-TAL-185",
    "BIZ-TAL-186"
   ]
  },
  {
   "id": "BIZ-TAL-194",
   "name": "Barclays Eagle Labs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2023-10-12",
   "status_detail": "Took over the government's Digital Growth Grant from Tech Nation in January 2023 and opened London (Chiswick) and Birmingham sites in October 2023. The Barclays pages on its 2025–26 AI work would not open.",
   "one_line": "Barclays' network of incubators and start-up programmes, which since 2023 has held the government's Digital Growth Grant.",
   "description": "Barclays Eagle Labs runs incubator spaces and growth programmes for start-ups. In January 2023 it was awarded the government's Digital Growth Grant, previously held by Tech Nation. In April 2023 it launched its first growth programmes (Scaleup, HealthTech and AgriTech Industry Bridge, Funding Readiness), and in October 2023 it opened a London site at Chiswick Works and a Birmingham incubator, taking its UK sites to 31. Conception X teams get access to Eagle Labs after the programme. Barclays release titles found in search refer to a 2026 Eagle Labs report on UK AI scale-ups and a 2025 London innovation hub with Microsoft and NVIDIA, but those pages would not open.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Chiswick Works, London; Brindley Place, Birmingham",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "grant",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "grant: Digital Growth Grant (about £6m a year as summarised by UKTN; not entered as a figure because no verbatim quote of the amount was captured)",
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "incubator",
    "scale-up programmes"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "incubator",
   "function": "Barclays' network of incubators and start-up programmes, which since 2023 has held the government's Digital Growth Grant.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/growth-strategy/barclays-eagle-labs-london-birmingham-20231012"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/growth-strategy/barclays-eagle-labs-london-birmingham-20231012",
     "quotes": [
      "Digital Growth Grant\" (awarded to Barclays Eagle Labs in January 2023, previously Tech Nation's; dated 12 October 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "incubator",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "Chiswick Works, London; Brindley Place, Birmingham",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-BIST-002",
     "name": "Department for Science, Innovation and Technology (DSIT) — functions moved to BIST",
     "page": "government",
     "href": "../../government/bist/#org=GOV-BIST-002",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Barclays"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-TAL-188"
   ]
  },
  {
   "id": "BIZ-TAL-195",
   "name": "Tech Nation",
   "bucket": "prog",
   "status": "active",
   "status_date": "2025-01-15",
   "status_detail": "Acquired by Founders Forum Group in April 2023 after losing its government grant to Barclays Eagle Labs; relaunched and announced a London AI Hub in January 2025.",
   "one_line": "A UK tech growth programme, owned since 2023 by Founders Forum Group, that runs founder cohorts and an AI hub in London.",
   "description": "Tech Nation ran government-funded growth programmes until it lost its main grant to Barclays Eagle Labs and halted most work at the end of March 2023. Founders Forum Group, chaired by Brent Hoberman, acquired it in April 2023 and relaunched it later that year with cohorts including climate and Future Fifty programmes. In January 2025 it announced a London AI Hub (separate record). Its founding CEO Gerard Grech later led Founders at the University of Cambridge. [Round 4, 30 Oct 2026] endorsing role (as published): GOV.UK's Global Talent digital technology page names Tech Nation as the endorsing body and lists artificial intelligence as a field (page read 30 October 2026); this differs from the round-4 brief's note that Tech Nation endorsement ended in 2023 — check which is current",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Brent Hoberman",
     "role": "chair of owner Founders Forum Group",
     "from": null,
     "source": "https://www.uktech.news/growth-strategy/exit-strategy/founders-forum-group-tech-nation-20230425"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "growth programmes"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "growth programmes",
   "function": "A UK tech growth programme, owned since 2023 by Founders Forum Group, that runs founder cohorts and an AI hub in London.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/growth-strategy/exit-strategy/founders-forum-group-tech-nation-20230425",
    "https://www.uktech.news/ai/tech-nation-london-ai-hub-20250115",
    "https://www.gov.uk/global-talent-digital-technology"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/growth-strategy/exit-strategy/founders-forum-group-tech-nation-20230425",
     "quotes": [
      "Founders Forum Group acquires Tech Nation\" (dated 25 April 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/tech-nation-london-ai-hub-20250115",
     "quotes": [
      "physical nucleus for meaningful collaboration across founders, investors, academics, policymakers and innovators\" (dated 15 January 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/global-talent-digital-technology",
     "quotes": [
      "Tech Nation, a UK organisation ('endorsing body') with expertise in your field."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "growth programmes",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "acquired_by",
     "id": "BIZ-NET-003",
     "name": "Founders Forum Group",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-003",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: same_as",
     "id": "BIZ-NET-004",
     "name": "Tech Nation",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-004",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-TAL-181",
    "BIZ-TAL-196"
   ]
  },
  {
   "id": "BIZ-TAL-196",
   "name": "Tech Nation London AI Hub",
   "bucket": "prog",
   "status": "announced",
   "status_date": "2025-01-15",
   "status_detail": "Announced on 15 January 2025 to open in Farringdon in February 2025; opening not confirmed on a page opened here.",
   "one_line": "A shared space in Farringdon, London, planned by Tech Nation to bring AI start-ups, investors and researchers together.",
   "description": "Tech Nation announced in January 2025 a London AI Hub in Farringdon, with partners including the European AI group Merantix, Onfido and the office provider Techspace, modelled in part on Station F in Paris and the Merantix AI Campus in Berlin. Brent Hoberman said it would be a 'physical nucleus' for AI founders and investors and spoke of '1,300 plus AI companies' in Tech Nation's network.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Farringdon, London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "AI hub"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "AI hub",
   "function": "A shared space in Farringdon, London, planned by Tech Nation to bring AI start-ups, investors and researchers together.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/ai/tech-nation-london-ai-hub-20250115"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/tech-nation-london-ai-hub-20250115",
     "quotes": [
      "physical nucleus for meaningful collaboration across founders, investors, academics, policymakers and innovators",
      "1,300 plus AI companies\" (dated 15 January 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI hub",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "Farringdon, London",
   "status_group": "announced",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Merantix"
    },
    {
     "kind": "partner_of",
     "name": "Techspace"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-195"
   ]
  },
  {
   "id": "BIZ-TAL-197",
   "name": "Faculty Fellowship",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Recruiting for a January 2027 data science programme on Faculty's site on 29 October 2026; Faculty has been owned by Accenture since 16 March 2026, and the fellowship page does not mention Accenture.",
   "one_line": "A paid placement scheme that trains STEM PhD and master's graduates as data scientists, machine-learning engineers or product associates with host companies.",
   "description": "The Faculty Fellowship takes STEM PhD and master's graduates and postdoctoral researchers. The data science track lasts eight weeks, starting with two weeks of training followed by a project with a host organisation; there are also machine-learning engineer and product associate tracks. Host logos shown include EasyJet, Network Rail and the Home Office. Accenture completed its acquisition of Faculty on 16 March 2026; on 29 October 2026 the fellowship was still advertised under the Faculty name with applications open for January 2027.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "data science training",
    "graduate placement"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "data science training",
   "function": "A paid placement scheme that trains STEM PhD and master's graduates as data scientists, machine-learning engineers or product associates with host companies.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/fellowship-fellows",
    "https://newsroom.accenture.com/news/2026/accenture-completes-acquisition-of-faculty"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/fellowship-fellows",
     "quotes": [
      "This eight-week programme begins with two weeks of intensive, expert-led training",
      "some of the most promising STEM PhD and master's graduates, and postdoctoral researchers",
      "Applications are now open for our January 2027 data science programme."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://newsroom.accenture.com/news/2026/accenture-completes-acquisition-of-faculty",
     "quotes": [
      "Faculty CEO and co-founder Dr. Marc Warner expands his role to also become chief technology officer of Accenture\" (completed March 16, 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data science training",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Home Office (host)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-198",
   "name": "Founders at the University of Cambridge — Start Accelerator",
   "bucket": "prog",
   "status": "active",
   "status_date": "2024-03-15",
   "status_detail": "First cohort of 11 businesses announced on 15 March 2024; no later page opened.",
   "one_line": "A 12-week University of Cambridge accelerator that gives each start-up guaranteed funding from a £2m pool.",
   "description": "Founders at the University of Cambridge announced its first Start Accelerator cohort of 11 businesses in March 2024, covering topics including computer vision software. Each member is guaranteed £40,000 at the start, rising to a possible £160,000, from a £2m pool provided by the University of Cambridge and Parkwalk Advisors. UKTN reported that it is led by Gerard Grech, Tech Nation's founding CEO.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Cambridge",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [],
   "money": [
    {
     "kind": "fund_size",
     "amount": 2000000,
     "currency": "GBP",
     "date": "2024-03-15",
     "detail": "pool from the University of Cambridge and Parkwalk Advisors",
     "raw": "fund_size: 2000000 GBP 2024-03-15 — pool from the University of Cambridge and Parkwalk Advisors",
     "amount_gbp": 2000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "university accelerator"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "university accelerator",
   "function": "A 12-week University of Cambridge accelerator that gives each start-up guaranteed funding from a £2m pool.",
   "affiliation": "Talent",
   "sources": [
    "https://www.uktech.news/tech-hubs/the-east-of-england/cambridge/university-cambridge-founder-accelerator-cohort-20240315"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/the-east-of-england/cambridge/university-cambridge-founder-accelerator-cohort-20240315",
     "quotes": [
      "inaugural Start Accelerator programme from Founders at the University of Cambridge.",
      "£2m pool provided by the University of Cambridge and Parkwalk Advisors.",
      "computer vision software\" (dated 15 March 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "university accelerator",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": "Cambridge",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Cambridge"
    },
    {
     "kind": "funded_by",
     "name": "Parkwalk Advisors"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-199",
   "name": "TechFirst",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": "GOV.UK guidance first published 4 December 2025 and last updated 19 October 2026; the January 2026 AI Opportunities Action Plan update records a £187 million commitment.",
   "one_line": "The government's tech skills programme, with strands from schools to apprenticeships, scholarships and doctoral support, including AI skills.",
   "description": "TechFirst is the government's tech skills programme, run with the digital and tech sector. Its strands include TechFirst for schools, an AI Apprenticeship Pathway pilot, undergraduate scholarships (TechGrad, recruiting up to 350 students in 2026), doctoral support, TechLocal (including a £7.8 million AI professional degree and traineeship accelerator) and a women's programme. The January 2026 one-year-on update of the AI Opportunities Action Plan records £187 million committed. Microsoft UK chief executive Darren Hardman is its social mobility champion. [Round 4, 30 Oct 2026] SERVICES & SKILLS: £187m government tech skills programme launched June 2025, covering schools, scholarships, PhD support and local tech funding. [Round 4, 30 Oct 2026] new strand: TechFirst Local (TechLocal) strand: competition 1 up to £7.6 million (39 projects funded, list published 19 October 2026); competition 2, AI Professional Degree and Traineeship Accelerator, up to £7.8 million over 4 years",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Darren Hardman",
     "role": "TechFirst Social Mobility champion",
     "from": null,
     "source": "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update"
    }
   ],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": 187000000,
     "currency": "GBP",
     "date": "2026-01",
     "detail": "government commitment to TechFirst (figure summarised from the AI Opportunities Action Plan one-year-on page; not in the captured quote)",
     "raw": "investment_pledge: 187000000 GBP 2026-01 — government commitment to TechFirst (figure summarised from the AI Opportunities Action Plan one-year-on page; not in the captured quote)",
     "amount_gbp": 187000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£187m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "tech skills",
    "AI skills"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "tech skills",
   "function": "The government's tech skills programme, with strands from schools to apprenticeships, scholarships and doctoral support, including AI skills.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst",
    "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
    "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update",
    "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
    "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future",
    "https://www.gov.uk/government/publications/techlocal"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "the government's flagship tech skills programme opening pathways into the UK's fast-growing tech sector.",
      "TechFirst helps young people gain practical skills, get confident with AI and explore future careers in tech."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
     "quotes": [
      "the government’s flagship tech skills programme opening pathways into the tech sector."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/digital-and-technologies-sector-plan-year-one-update/digital-and-technologies-sector-plan-year-one-update",
     "quotes": [
      "Darren Hardman, UK Microsoft CEO, as the TechFirst Social Mobility champion\" (published 10 June 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
     "quotes": [
      "TechFirst"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future",
     "quotes": [
      "the government's nationwide tech skills programme"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/techlocal",
     "quotes": [
      "TechFirst Local is part of the government’s TechFirst initiative"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "tech skills",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-BIST-002",
     "name": "Department for Science, Innovation and Technology (DSIT) — functions moved to BIST",
     "page": "government",
     "href": "../../government/bist/#org=GOV-BIST-002",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2051",
     "name": "TechYouth",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2051",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2052",
     "name": "TechGrad",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2052",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2053",
     "name": "TechExpert",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2053",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2054",
     "name": "TechLocal",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2054",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-2057",
     "name": "STEM Learning (TechFirst delivery partner)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2057",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-2058",
     "name": "Spärck AI Scholarships",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2058",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-CHIP-7029",
     "name": "TechFirst AI Hardware Skills",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-7029",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 9,
   "related_ids": [
    "BIZ-TAL-051",
    "BIZ-TAL-2192",
    "BIZ-TAL-2193",
    "BIZ-TAL-2223",
    "BIZ-TAL-2224",
    "BIZ-TAL-2225",
    "BIZ-TAL-2226",
    "BIZ-TAL-2227",
    "BIZ-TAL-2228"
   ]
  },
  {
   "id": "BIZ-TAL-200",
   "name": "Spärck AI scholarship",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-01",
   "status_detail": "Recorded as launched in the January 2026 one-year-on update of the AI Opportunities Action Plan.",
   "one_line": "A government scholarship that funds master's students in AI at UK universities to attract and keep AI talent.",
   "description": "The government's January 2026 update on the AI Opportunities Action Plan says it launched the Spärck AI scholarship to attract and retain AI talent, funding hundreds of master's students at nine UK universities. A UKRI tender notice found in search covers payments for TechFirst and Spärck AI scholarships. Intake numbers and dates beyond this were not found.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "AI scholarships"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "AI scholarships",
   "function": "A government scholarship that funds master's students in AI at UK universities to attract and keep AI talent.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
     "quotes": [
      "launched the flagship Spärck AI scholarship to attract and retain world-leading talent."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI scholarships",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-BIST-002",
     "name": "Department for Science, Innovation and Technology (DSIT) — functions moved to BIST",
     "page": "government",
     "href": "../../government/bist/#org=GOV-BIST-002",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "UKRI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-201",
   "name": "Encode Fellowship (Pillar VC and ARIA)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-01",
   "status_detail": "Recorded in the January 2026 AI Opportunities Action Plan update as scaled up.",
   "one_line": "A fellowship run by the investor Pillar VC with ARIA that places AI talent in UK science and venture work.",
   "description": "The government's January 2026 update on the AI Opportunities Action Plan names the Encode Fellowship, run by Pillar VC and the Advanced Research and Invention Agency (ARIA), as scaled up to increase the concentration of AI talent and venture capital in the UK. No intake figures or dates were given on the page opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "AI fellowship"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "AI fellowship",
   "function": "A fellowship run by the investor Pillar VC with ARIA that places AI talent in UK science and venture work.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
     "quotes": [
      "increase the concentration of top AI talent and venture capital ecosystem in the UK."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI fellowship",
     "div": "schemes-programmes-and-ai-lines"
    }
   ],
   "div_label": "Schemes, programmes and AI lines",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Pillar VC"
    },
    {
     "kind": "partner_of",
     "name": "Advanced Research and Invention Agency"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2001",
   "name": "UKRI AI Centres for Doctoral Training",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "UKRI scheme funding AI PhD training: 16 centres funded in 2018 (£100 million) and 12 more in 2023 (£117 million).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "UKRI scheme funding AI PhD training: 16 centres funded in 2018 (£100 million) and 12 more in 2023 (£117 million).",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "Following the £100 million investment in 2018 in 16 UKRI AI CDTs",
      "in 2023 UKRI invested a further £117 million in 12 new centres"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 28,
   "related_ids": [
    "BIZ-TAL-2002",
    "BIZ-TAL-2003",
    "BIZ-TAL-2004",
    "BIZ-TAL-2005",
    "BIZ-TAL-2006",
    "BIZ-TAL-2007",
    "BIZ-TAL-2008",
    "BIZ-TAL-2009",
    "BIZ-TAL-2010",
    "BIZ-TAL-2011",
    "BIZ-TAL-2012",
    "BIZ-TAL-2013",
    "BIZ-TAL-2014",
    "BIZ-TAL-2015",
    "BIZ-TAL-2016",
    "BIZ-TAL-2017",
    "BIZ-TAL-2018",
    "BIZ-TAL-2019",
    "BIZ-TAL-2020",
    "BIZ-TAL-2021",
    "BIZ-TAL-2022",
    "BIZ-TAL-2023",
    "BIZ-TAL-2024",
    "BIZ-TAL-2025",
    "BIZ-TAL-2026",
    "BIZ-TAL-2027",
    "BIZ-TAL-2028",
    "BIZ-TAL-2029"
   ]
  },
  {
   "id": "BIZ-TAL-2002",
   "name": "UKRI AI CDT in Lifelong Safety Assurance of AI-enabled Autonomous Systems (SAINTS)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on safety assurance of AI-enabled autonomous systems; 2023 round; led by Prof Ibrahim Habli.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "York",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on safety assurance of AI-enabled autonomous systems; 2023 round; led by Prof Ibrahim Habli.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Lifelong Safety Assurance of AI-enabled Autonomous Systems (SAINTS)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "York",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of York"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2003",
   "name": "UKRI AI CDT in Sustainable Understandable agri-food Systems Transformed by AI (SUSTAIN)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre for agri-food systems; 2023 round; led by Prof Simon Parsons with Aberdeen, Strathclyde and Queen's University Belfast.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Lincoln",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East Midlands"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre for agri-food systems; 2023 round; led by Prof Simon Parsons with Aberdeen, Strathclyde and Queen's University Belfast.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Sustainable Understandable agri-food Systems Transformed by Artificial INtelligence (SUSTAIN)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Lincoln",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Lincoln"
    },
    {
     "kind": "partner_of",
     "name": "University of Aberdeen"
    },
    {
     "kind": "partner_of",
     "name": "University of Strathclyde"
    },
    {
     "kind": "partner_of",
     "name": "Queen's University Belfast"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2004",
   "name": "UKRI AI CDT in Responsible and Trustworthy in-the-world Natural Language Processing",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in responsible natural language processing; 2023 round; led by Prof John Vines.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in responsible natural language processing; 2023 round; led by Prof John Vines.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Responsible and Trustworthy in-the-world Natural Language Processing"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2005",
   "name": "UKRI AI CDT in AI for Sustainability",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on AI for sustainability; 2023 round; led by Prof Enrico Gerding.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Southampton",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on AI for sustainability; 2023 round; led by Prof Enrico Gerding.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI for Sustainability"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Southampton",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Southampton"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2006",
   "name": "UKRI AI CDT in Citizen-Centred Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on citizen-centred AI; 2023 round; led by Prof Shaun Lawson.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on citizen-centred AI; 2023 round; led by Prof Shaun Lawson.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Citizen-Centred Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Northumbria University"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2007",
   "name": "UKRI AI CDT in Practice-Oriented Artificial Intelligence (PrO-AI)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on practice-oriented AI; 2023 round; led by Prof Peter Flach.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on practice-oriented AI; 2023 round; led by Prof Peter Flach.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Practice-Oriented Artificial Intelligence (PrO-AI)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Bristol",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-DC-007",
     "name": "Bristol Centre for Supercomputing (University of Bristol)",
     "page": "data-centres",
     "href": "../data-centres/#org=BIZ-DC-007",
     "page_label": "Data centres"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2008",
   "name": "UKRI AI CDT in Decision Making for Complex Systems",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on decision-making for complex systems; 2023 round; led by Dr Mauricio Alvarez Lopez with Cambridge.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Manchester",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on decision-making for complex systems; 2023 round; led by Dr Mauricio Alvarez Lopez with Cambridge.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Decision Making for Complex Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Manchester",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Manchester"
    },
    {
     "kind": "partner_of",
     "name": "University of Cambridge"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2009",
   "name": "UKRI AI CDT in Dependable and Deployable Artificial Intelligence for Robotics (D2AIR)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on dependable AI for robotics; 2023 round; led by Prof Ronald Petrick with Edinburgh.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on dependable AI for robotics; 2023 round; led by Prof Ronald Petrick with Edinburgh.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Dependable and Deployable Artificial Intelligence for Robotics (D2AIR)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Heriot-Watt University"
    },
    {
     "kind": "partner_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2010",
   "name": "UKRI AI CDT in Biomedical Innovation",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on biomedical innovation; 2023 round; led by Prof Ian Simpson.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on biomedical innovation; 2023 round; led by Prof Ian Simpson.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Biomedical Innovation"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2011",
   "name": "UKRI AI CDT in AI for the Environment (Intelligent Earth)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on AI for the environment; 2023 round; led by Prof Philip Stier.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Oxford",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on AI for the environment; 2023 round; led by Prof Philip Stier.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI for the Environment (Intelligent Earth)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Oxford",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Oxford"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2012",
   "name": "UKRI AI CDT in AI for Digital Media Inclusion",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on AI for digital media inclusion; 2023 round; led by Prof Adrian Hilton with Royal Holloway.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on AI for digital media inclusion; 2023 round; led by Prof Adrian Hilton with Royal Holloway.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI for Digital Media Inclusion"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Surrey"
    },
    {
     "kind": "partner_of",
     "name": "Royal Holloway, University of London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2013",
   "name": "UKRI AI CDT in Digital Healthcare",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on digital healthcare; 2023 round; led by Prof Aldo Faisal.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on digital healthcare; 2023 round; led by Prof Aldo Faisal.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Digital Healthcare"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2014",
   "name": "UKRI AI CDT in Foundational Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in foundational AI; 2018 round; led by Prof David Barber.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in foundational AI; 2018 round; led by Prof David Barber.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Foundational Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University College London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2015",
   "name": "UKRI AI CDT in AI Enabled Healthcare Systems",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on AI-enabled healthcare systems; 2018 round; led by Prof Paul Taylor.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on AI-enabled healthcare systems; 2018 round; led by Prof Paul Taylor.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI Enabled Healthcare Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University College London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2016",
   "name": "UKRI AI CDT in Environmental Intelligence: Data Science and AI for Sustainable Futures",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in environmental data science and AI; 2018 round; led by Prof Gavin Shaddick.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Exeter",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in environmental data science and AI; 2018 round; led by Prof Gavin Shaddick.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Environmental Intelligence: Data Science and AI for Sustainable Futures"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Exeter",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Exeter"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2017",
   "name": "UKRI AI CDT in Natural Language Processing",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in natural language processing; 2018 round; led by Prof Mirella Lapata.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in natural language processing; 2018 round; led by Prof Mirella Lapata.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Natural Language Processing"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2018",
   "name": "UKRI AI CDT in Artificial Intelligence and Music",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in AI and music; 2018 round; led by Prof Simon Dixon.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in AI and music; 2018 round; led by Prof Simon Dixon.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Artificial Intelligence and Music"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Queen Mary University of London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2019",
   "name": "UKRI AI CDT in Speech and Language Technologies and their Applications",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in speech and language technologies; 2018 round; led by Prof Thomas Hain.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Sheffield",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in speech and language technologies; 2018 round; led by Prof Thomas Hain.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Speech and Language Technologies and their Applications"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Sheffield",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Sheffield"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2020",
   "name": "UKRI AI CDT in AI for Healthcare",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in AI for healthcare; 2018 round; led by Prof Aldo Faisal.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in AI for healthcare; 2018 round; led by Prof Aldo Faisal.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI for Healthcare"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2021",
   "name": "UKRI AI CDT in Accountable, Responsible and Transparent AI",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in accountable, responsible and transparent AI; 2018 round; led by Prof Eamonn O'Neill.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bath",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in accountable, responsible and transparent AI; 2018 round; led by Prof Eamonn O'Neill.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Accountable, Responsible and Transparent AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Bath",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Bath"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2022",
   "name": "UKRI AI CDT in Artificial Intelligence, Machine Learning & Advanced Computing",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in AI, machine learning and advanced computing; 2018 round; led by Prof Gert Aarts with four partner universities.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Swansea",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Wales"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in AI, machine learning and advanced computing; 2018 round; led by Prof Gert Aarts with four partner universities.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Artificial Intelligence, Machine Learning & Advanced Computing"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Swansea",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-DC-007",
     "name": "Bristol Centre for Supercomputing (University of Bristol)",
     "page": "data-centres",
     "href": "../data-centres/#org=BIZ-DC-007",
     "page_label": "Data centres"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Swansea University"
    },
    {
     "kind": "partner_of",
     "name": "Bangor University"
    },
    {
     "kind": "partner_of",
     "name": "Cardiff University"
    },
    {
     "kind": "partner_of",
     "name": "Aberystwyth University"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2023",
   "name": "UKRI AI CDT in Machine Intelligence for Nano-Electronic Devices and Systems",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in machine intelligence for nano-electronic devices; 2018 round; led by Prof Tim Norman.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Southampton",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in machine intelligence for nano-electronic devices; 2018 round; led by Prof Tim Norman.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Machine Intelligence for Nano-Electronic Devices and Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Southampton",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Southampton"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2024",
   "name": "UKRI AI CDT in Socially Intelligent Artificial Agents",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on socially intelligent artificial agents; 2018 round; led by Prof Alessandro Vinciarelli.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Glasgow",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on socially intelligent artificial agents; 2018 round; led by Prof Alessandro Vinciarelli.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Socially Intelligent Artificial Agents"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Glasgow",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Glasgow"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2025",
   "name": "UKRI AI CDT in Biomedical Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in biomedical AI; 2018 round; led by Prof Ian Simpson.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in biomedical AI; 2018 round; led by Prof Ian Simpson.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Biomedical Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2026",
   "name": "UKRI AI CDT in Interactive Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in interactive AI; 2018 round; led by Prof Peter Flach.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in interactive AI; 2018 round; led by Prof Peter Flach.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Interactive Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Bristol",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-DC-007",
     "name": "Bristol Centre for Supercomputing (University of Bristol)",
     "page": "data-centres",
     "href": "../data-centres/#org=BIZ-DC-007",
     "page_label": "Data centres"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2027",
   "name": "UKRI AI CDT in AI for the Study of Environmental Risks",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on AI for environmental risks; 2018 round; led by Dr Emily Shuckburgh.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Cambridge",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on AI for environmental risks; 2018 round; led by Dr Emily Shuckburgh.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in AI for the Study of Environmental Risks"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Cambridge",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Cambridge"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2028",
   "name": "UKRI AI CDT in Safe and Trusted Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in safe and trusted AI; 2018 round; led by Dr Elizabeth Black with Imperial College London.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in safe and trusted AI; 2018 round; led by Dr Elizabeth Black with Imperial College London.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Safe and Trusted Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "King's College London"
    },
    {
     "kind": "partner_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2029",
   "name": "UKRI AI CDT in Artificial Intelligence for Medical Diagnosis and Care",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in AI for medical diagnosis and care; 2018 round; led by Prof David Hogg.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Leeds",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in AI for medical diagnosis and care; 2018 round; led by Prof David Hogg.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Artificial Intelligence for Medical Diagnosis and Care"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Leeds",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Leeds"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2001"
   ]
  },
  {
   "id": "BIZ-TAL-2030",
   "name": "Turing AI Fellowships",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "UKRI fellowships named after Alan Turing to keep and attract senior AI researchers in the UK; run through UKRI's AI and robotics theme.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "UKRI fellowships named after Alan Turing to keep and attract senior AI researchers in the UK; run through UKRI's AI and robotics theme.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/world-leading-researchers-named-as-turing-ai-fellows/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/world-leading-researchers-named-as-turing-ai-fellows/",
     "quotes": [
      "The fellowships are designed to retain, attract and develop the best and brightest AI researchers."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-2031",
    "BIZ-TAL-2255",
    "BIZ-TAL-2256"
   ]
  },
  {
   "id": "BIZ-TAL-2031",
   "name": "Turing AI World-Leading Researcher Fellowships",
   "bucket": "prog",
   "status": "active",
   "status_date": "2024-10-23",
   "status_detail": null,
   "one_line": "Senior tier of the Turing AI Fellowships; the October 2024 round named three fellows at Edinburgh, Imperial College London and Nottingham.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Senior tier of the Turing AI Fellowships; the October 2024 round named three fellows at Edinburgh, Imperial College London and Nottingham.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/world-leading-researchers-named-as-turing-ai-fellows/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/world-leading-researchers-named-as-turing-ai-fellows/",
     "quotes": [
      "The fellowships are designed to retain, attract and develop the best and brightest AI researchers."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2030"
   ]
  },
  {
   "id": "BIZ-TAL-2032",
   "name": "Royal Academy of Engineering Enterprise Fellowships",
   "bucket": "prog",
   "status": "active",
   "status_date": "2023-06-27",
   "status_detail": null,
   "one_line": "Royal Academy of Engineering fellowship for engineering founders; its June 2023 cohort of 12 included two AI companies, Matta and RoEx.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Royal Academy of Engineering fellowship for engineering founders; its June 2023 cohort of 12 included two AI companies, Matta and RoEx.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/",
     "quotes": [
      "is an AI operating system for digital manufacturing",
      "RoEx Automix is an AI-powered technology that automates live music mixing"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-INV-2217",
     "name": "Royal Academy of Engineering",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2217",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-TAL-2033",
    "BIZ-TAL-2034",
    "BIZ-TAL-2240"
   ]
  },
  {
   "id": "BIZ-TAL-2033",
   "name": "Douglas Brion",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-06-27",
   "status_detail": null,
   "one_line": "Founded Matta, an AI operating system for digital manufacturing, in 2022; Royal Academy of Engineering Enterprise Fellow (June 2023 cohort).",
   "description": null,
   "uk_status": "uk (location not stated on page)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Founded Matta, an AI operating system for digital manufacturing, in 2022; Royal Academy of Engineering Enterprise Fellow (June 2023 cohort).",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/",
     "quotes": [
      "Matta, founded by Douglas in 2022, is an AI operating system for digital manufacturing."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SU-IND-014",
     "name": "Matta",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-014",
     "name": "Matta",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-014",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2032"
   ]
  },
  {
   "id": "BIZ-TAL-2034",
   "name": "David Ranon (spelling as on the RAEng page; check)",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-06-27",
   "status_detail": null,
   "one_line": "Royal Academy of Engineering Enterprise Fellow (June 2023 cohort) working on RoEx, a spin-out whose Automix product uses AI to automate live music mixing.",
   "description": null,
   "uk_status": "uk (location not stated on page)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Royal Academy of Engineering Enterprise Fellow (June 2023 cohort) working on RoEx, a spin-out whose Automix product uses AI to automate live music mixing.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/latest-cohort-of-2023-joins-enterprise-fellowships/",
     "quotes": [
      "David will be working on a spinout, RoEx",
      "RoEx Automix is an AI-powered technology that automates live music mixing."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-CRE-501",
     "name": "RoEx",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-CRE-501",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2032"
   ]
  },
  {
   "id": "BIZ-TAL-2035",
   "name": "Lila Ibrahim",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24",
   "status_detail": null,
   "one_line": "Chief AI Readiness Officer at Google DeepMind; elected a Fellow of the Royal Academy of Engineering in September 2026.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief AI Readiness Officer at Google DeepMind; elected a Fellow of the Royal Academy of Engineering in September 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://raeng.org.uk/news/new-fellows-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://raeng.org.uk/news/new-fellows-2026/",
     "quotes": [
      "Chief AI Readiness Officer, Google DeepMind"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    },
    {
     "kind": "member_of",
     "id": "BIZ-INV-2217",
     "name": "Royal Academy of Engineering",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2217",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2036",
   "name": "Richard Grisenthwaite",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-09-24",
   "status_detail": null,
   "one_line": "Executive Vice President, Chief Architect and Fellow at Arm; elected a Fellow of the Royal Academy of Engineering in September 2025.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Executive Vice President, Chief Architect and Fellow at Arm; elected a Fellow of the Royal Academy of Engineering in September 2025.",
   "affiliation": "Talent",
   "sources": [
    "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-74-new-fellows/"
   ],
   "source_quotes": [
    {
     "url": "https://raeng.org.uk/news/royal-academy-of-engineering-welcomes-74-new-fellows/",
     "quotes": [
      "Executive Vice President, Chief Architect and Fellow, Arm"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-001",
     "name": "Arm",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-001",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "member_of",
     "id": "BIZ-INV-2217",
     "name": "Royal Academy of Engineering",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2217",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2037",
   "name": "Kathleen Fisher",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief executive of ARIA, the UK research agency that funds the Safeguarded AI (£59m) and Scaling Compute programmes.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief executive of ARIA, the UK research agency that funds the Safeguarded AI (£59m) and Scaling Compute programmes.",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai",
     "quotes": [
      "our CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2038",
   "name": "Nora Ammann",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Programme Director of ARIA's £59m Safeguarded AI programme, which funds teams building verified AI agents for critical systems.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Programme Director of ARIA's £59m Safeguarded AI programme, which funds teams building verified AI agents for critical systems.",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai",
     "quotes": [
      "Programme Director",
      "fleets of AI agents to model and verify critical cyber and cyber-physical systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2039",
   "name": "Agustín Martínez Suñé",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Science and Technology Lead on ARIA's Safeguarded AI programme.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Science and Technology Lead on ARIA's Safeguarded AI programme.",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai",
     "quotes": [
      "Science + Technology Lead"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2040",
   "name": "David 'davidad' Dalrymple",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Joined ARIA's first Programme Director cohort in 2023 from an Oxford AI-safety fellowship; now Technical Advisor to Safeguarded AI; unpaid adviser to Timaeus (2024 register).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Joined ARIA's first Programme Director cohort in 2023 from an Oxford AI-safety fellowship; now Technical Advisor to Safeguarded AI; unpaid adviser to Timaeus (2024 register).",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/insights/introducing-our-programme-directors",
    "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/insights/introducing-our-programme-directors",
     "quotes": [
      "Davidad was most recently a Research Fellow in technical AI safety at Oxford."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai",
     "quotes": [
      "Technical Advisor"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    },
    {
     "kind": "alumni_of",
     "name": "University of Oxford"
    },
    {
     "kind": "partner_of",
     "name": "Timaeus"
    },
    {
     "kind": "partner_of",
     "name": "AI Objectives Institute"
    },
    {
     "kind": "partner_of",
     "name": "Atlas Computing Initiative"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2041",
   "name": "Suraj Bramhavar",
   "bucket": "person",
   "status": "leaving ARIA (per programme page)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Programme Director of ARIA's Scaling Compute programme on AI hardware since 2023; earlier co-founder and CTO of Sync Computing.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Programme Director of ARIA's Scaling Compute programme on AI hardware since 2023; earlier co-founder and CTO of Sync Computing.",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/insights/introducing-our-programme-directors",
    "https://aria.org.uk/opportunity-spaces/nature-inspired-computation/scaling-compute"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/insights/introducing-our-programme-directors",
     "quotes": [
      "Suraj was co-founder and CTO of Sync Computing."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://aria.org.uk/opportunity-spaces/nature-inspired-computation/scaling-compute",
     "quotes": [
      "Backed by nearly £100m, this programme sits within the Nature-Inspired Computation opportunity space"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "leaving ARIA (per programme page)",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-2034",
     "name": "Intel (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2034",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    },
    {
     "kind": "alumni_of",
     "name": "Sync Computing"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2042",
   "name": "Henry de Zoete",
   "bucket": "person",
   "status": "active (per aisi.gov.uk)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of the AI Security Institute, per AISI's own site; formerly the Prime Minister's AI Adviser. GOV.UK names Adam Beaumont interim director.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Director of the AI Security Institute, per AISI's own site; formerly the Prime Minister's AI Adviser. GOV.UK names Adam Beaumont interim director.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/about",
     "quotes": [
      "Our Director Henry de Zoete OBE"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active (per aisi.gov.uk)",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2043",
   "name": "Jade Leung",
   "bucket": "person",
   "status": "role changed",
   "status_date": "2026-09-23",
   "status_detail": null,
   "one_line": "AISI CTO and, from August 2025, the Prime Minister's AI adviser; from end of September 2026 Vice-Chair of AISI and Security Advisor to the AI Taskforce.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "AISI CTO and, from August 2025, the Prime Minister's AI adviser; from end of September 2026 Vice-Chair of AISI and Security Advisor to the AI Taskforce.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/dr-jade-leung-appointed-vice-chair-of-the-ai-security-institute-and-security-advisor-to-the-ai-taskforce",
    "https://www.gov.uk/government/news/appointment-of-jade-leung-as-the-prime-ministers-ai-adviser"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/dr-jade-leung-appointed-vice-chair-of-the-ai-security-institute-and-security-advisor-to-the-ai-taskforce",
     "quotes": [
      "Vice-Chair of the AI Security Institute (AISI)",
      "Security Advisor to the AI Taskforce"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/appointment-of-jade-leung-as-the-prime-ministers-ai-adviser",
     "quotes": [
      "has been appointed as the Prime Minister's new AI adviser."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "role changed",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Prime Minister's AI Taskforce"
    },
    {
     "kind": "alumni_of",
     "name": "Prime Minister's Office, 10 Downing Street"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2044",
   "name": "Nate Burnikell",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Strategy Officer of the AI Security Institute, formerly a deputy director there.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief Strategy Officer of the AI Security Institute, formerly a deputy director there.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/about",
     "quotes": [
      "Our Chief Strategy Officer Nate Burnikell"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2045",
   "name": "Chris Summerfield",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Research Director at the AI Security Institute; also leads the Human Information Processing Lab at the University of Oxford.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Research Director at the AI Security Institute; also leads the Human Information Processing Lab at the University of Oxford.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/about",
    "https://www.aisi.gov.uk/blog/fourth-progress-report"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/about",
     "quotes": [
      "Our Research Director Chris Summerfield"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.aisi.gov.uk/blog/fourth-progress-report",
     "quotes": [
      "Geoffrey Irving, Professor Chris Summerfield and Yarin Gal as our Research Directors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2046",
   "name": "Ian Hogarth",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chair of the AI Security Institute (named so by DSIT in February 2025 and on AISI's site in October 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chair of the AI Security Institute (named so by DSIT in February 2025 and on AISI's site in October 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/about",
    "https://www.gov.uk/government/news/tackling-ai-security-risks-to-unleash-growth-and-deliver-plan-for-change"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/about",
     "quotes": [
      "Our Chair Ian Hogarth."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/tackling-ai-security-risks-to-unleash-growth-and-deliver-plan-for-change",
     "quotes": [
      "Chair of the AI Security Institute"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2047",
   "name": "Geoffrey Irving",
   "bucket": "person",
   "status": "active (as of October 2024)",
   "status_date": "2024-10-03",
   "status_detail": null,
   "one_line": "Chief Scientist of the AI Security Institute (Research Director in May 2024); earlier led alignment teams at OpenAI and DeepMind.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief Scientist of the AI Security Institute (Research Director in May 2024); earlier led alignment teams at OpenAI and DeepMind.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/blog/why-i-joined-aisi---geoffrey-irving",
    "https://www.aisi.gov.uk/blog/fourth-progress-report"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/blog/why-i-joined-aisi---geoffrey-irving",
     "quotes": [
      "Our Chief Scientist, Geoffrey Irving",
      "leading the Reflection Team at OpenAI and the Scalable Alignment Team at DeepMind"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.aisi.gov.uk/blog/fourth-progress-report",
     "quotes": [
      "Geoffrey Irving, Professor Chris Summerfield and Yarin Gal as our Research Directors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active (as of October 2024)",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-001",
     "name": "OpenAI (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-001",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2048",
   "name": "Yarin Gal",
   "bucket": "person",
   "status": "role as of May 2024",
   "status_date": "2024-05-20",
   "status_detail": null,
   "one_line": "Named a Research Director of the AI Safety Institute (now AI Security Institute) in its May 2024 progress report.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Named a Research Director of the AI Safety Institute (now AI Security Institute) in its May 2024 progress report.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/blog/fourth-progress-report"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/blog/fourth-progress-report",
     "quotes": [
      "Geoffrey Irving, Professor Chris Summerfield and Yarin Gal as our Research Directors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "role as of May 2024",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2049",
   "name": "Oliver (Ollie) Ilott",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07",
   "status_detail": null,
   "one_line": "Director General for AI in the Cabinet Office and head of the Prime Minister's AI Taskforce since July 2026; a founding Director of AISI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Director General for AI in the Cabinet Office and head of the Prime Minister's AI Taskforce since July 2026; a founding Director of AISI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/people/ollie-ilott",
    "https://www.aisi.gov.uk/blog/our-first-year"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/people/ollie-ilott",
     "quotes": [
      "Director General for Artificial Intelligence in the Cabinet Office, and head of the Prime Minister's AI Taskforce"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.aisi.gov.uk/blog/our-first-year",
     "quotes": [
      "Oliver Ilott, Director of AISI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Cabinet Office"
    },
    {
     "kind": "alumni_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2050",
   "name": "Adam Beaumont",
   "bucket": "person",
   "status": "active (per GOV.UK)",
   "status_date": "2026-09-10 (page last updated)",
   "status_detail": null,
   "one_line": "Interim Director of the AI Security Institute per GOV.UK (AISI's blog called him Director in December 2025); previously GCHQ's Chief AI Officer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Interim Director of the AI Security Institute per GOV.UK (AISI's blog called him Director in December 2025); previously GCHQ's Chief AI Officer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/people/adam-beaumont",
    "https://www.aisi.gov.uk/blog"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/people/adam-beaumont",
     "quotes": [
      "Interim Director",
      "GCHQ's Chief AI Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.aisi.gov.uk/blog",
     "quotes": [
      "Director of the UK AI Security Institute\" (post \"Our 2025 year in review\", 22 December 2025)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active (per GOV.UK)",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SAFE-2011",
     "name": "AI Security Institute (AISI)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2011",
     "page_label": "Safety"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "GCHQ"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2051",
   "name": "Nitarshan Rajkumar",
   "bucket": "person",
   "status": "role as of May 2024",
   "status_date": "2024-05-20",
   "status_detail": null,
   "one_line": "AI policy adviser to the Secretary of State for Science, Innovation and Technology, as named in AISI's May 2024 progress report.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "AI policy adviser to the Secretary of State for Science, Innovation and Technology, as named in AISI's May 2024 progress report.",
   "affiliation": "Talent",
   "sources": [
    "https://www.aisi.gov.uk/blog/fourth-progress-report"
   ],
   "source_quotes": [
    {
     "url": "https://www.aisi.gov.uk/blog/fourth-progress-report",
     "quotes": [
      "Nitarshan Rajkumar, the Secretary of State's AI Policy Advisor"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "role as of May 2024",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2052",
   "name": "Sarah Korman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Business and Legal Officer at Isomorphic Labs, the Alphabet AI drug-discovery company; previously Chief Legal Officer at Absci.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Business and Legal Officer at Isomorphic Labs, the Alphabet AI drug-discovery company; previously Chief Legal Officer at Absci.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team",
    "https://www.isomorphiclabs.com/people/sarah-korman"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Chief Business and Legal Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/people/sarah-korman",
     "quotes": [
      "Prior to joining Iso, Sarah was Chief Legal Officer at Absci"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Absci"
    },
    {
     "kind": "alumni_of",
     "name": "Amgen"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2053",
   "name": "Beverley Mallon",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People and Experience Officer at Isomorphic Labs; earlier Google DeepMind's first People Director and Isomorphic's interim COO.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People and Experience Officer at Isomorphic Labs; earlier Google DeepMind's first People Director and Isomorphic's interim COO.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team",
    "https://www.isomorphiclabs.com/people/beverley-mallon"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Chief People & Experience Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/people/beverley-mallon",
     "quotes": [
      "held various roles at Google DeepMind including being the first People Director"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2054",
   "name": "Ben Wolf",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Medical Officer at Isomorphic Labs; previously chief medical officer at Relay Therapeutics and KSQ Therapeutics.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief Medical Officer at Isomorphic Labs; previously chief medical officer at Relay Therapeutics and KSQ Therapeutics.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team",
    "https://www.isomorphiclabs.com/people/dr-ben-wolf"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Chief Medical Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/people/dr-ben-wolf",
     "quotes": [
      "He has also held senior clinical development roles at Blueprint Medicines"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Relay Therapeutics"
    },
    {
     "kind": "alumni_of",
     "name": "KSQ Therapeutics"
    },
    {
     "kind": "alumni_of",
     "name": "Blueprint Medicines"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2055",
   "name": "Jennifer Doudna",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Scientific Advisory Board",
      "Jennifer Doudna, PhD"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2056",
   "name": "David MacMillan",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Member of Isomorphic Labs' Scientific Advisory Board; also a non-executive director of ARIA in its July 2024 register of interests.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Member of Isomorphic Labs' Scientific Advisory Board; also a non-executive director of ARIA in its July 2024 register of interests.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team",
    "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Scientific Advisory Board",
      "Sir David MacMillan, PhD"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf",
     "quotes": [
      "Non-Executive Director",
      "Scientific Advisory Board, Isomorphic Labs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2057",
   "name": "Paul Nurse",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Scientific Advisory Board",
      "Sir Paul Nurse, PhD"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2058",
   "name": "Menelas Pangalos",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Scientific Advisory Board",
      "Sir Menelas Pangalos, PhD"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2059",
   "name": "Venki Ramakrishnan",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Member of Isomorphic Labs' Scientific Advisory Board, as listed on the company's team page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/our-team",
     "quotes": [
      "Scientific Advisory Board",
      "Venki Ramakrishnan, PhD"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2060",
   "name": "Jiro Okochi",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chairman and interim chief executive of Mind Foundry, the Oxford machine-learning company; earlier founded treasury software firm Reval.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chairman and interim chief executive of Mind Foundry, the Oxford machine-learning company; earlier founded treasury software firm Reval.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Chairman / Interim CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Reval"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2061",
   "name": "Stephen Roberts",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder of Mind Foundry; Royal Academy of Engineering / Man Group Professor of Machine Learning at the University of Oxford.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder of Mind Foundry; Royal Academy of Engineering / Man Group Professor of Machine Learning at the University of Oxford.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Co-founder and CSO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2062",
   "name": "Michael Osborne",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder of Mind Foundry; Professor of Machine Learning at the University of Oxford and Official Fellow of Exeter College.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder of Mind Foundry; Professor of Machine Learning at the University of Oxford and Official Fellow of Exeter College.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Co-founder and CSO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2063",
   "name": "Lindsay Chadwick",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Operating Officer of Mind Foundry; previously at ARIA, Penningtons Manches Cooper and The Sunday Times Fast Track.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Operating Officer of Mind Foundry; previously at ARIA, Penningtons Manches Cooper and The Sunday Times Fast Track.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Chief Operating Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Advanced Research and Invention Agency (ARIA)"
    },
    {
     "kind": "alumni_of",
     "name": "Penningtons Manches Cooper"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2064",
   "name": "Davide Zilli",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "General Manager, Consulting, at Mind Foundry; earlier in the University of Oxford's Machine Learning Research Group.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "General Manager, Consulting, at Mind Foundry; earlier in the University of Oxford's Machine Learning Research Group.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "General Manager, Consulting"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2065",
   "name": "Al Bowman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "General Manager, Defence and National Security, at Mind Foundry; previously in the Armed Forces, Dataminr and Deloitte.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "General Manager, Defence and National Security, at Mind Foundry; previously in the Armed Forces, Dataminr and Deloitte.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "General Manager, Defence & National Security"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Dataminr"
    },
    {
     "kind": "alumni_of",
     "name": "Deloitte"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2066",
   "name": "Tom Bartley",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "General Manager, Infrastructure, at Mind Foundry; previously at Jacobs and WSP.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "General Manager, Infrastructure, at Mind Foundry; previously at Jacobs and WSP.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "General Manager, Infrastructure"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Jacobs"
    },
    {
     "kind": "alumni_of",
     "name": "WSP"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2067",
   "name": "Nick Sherman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Growth Officer at Mind Foundry.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Growth Officer at Mind Foundry.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Chief Growth Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2068",
   "name": "Zenjiro Hamada",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "VP of Strategic Services, APAC, at Mind Foundry; previously at Goldman Sachs and Tokio Marine.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "VP of Strategic Services, APAC, at Mind Foundry; previously at Goldman Sachs and Tokio Marine.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "VP of Strategic Services, APAC"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Goldman Sachs"
    },
    {
     "kind": "alumni_of",
     "name": "Tokio Marine"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2069",
   "name": "Alistair Garfoot",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of Strategic Services, EMEA, at Mind Foundry; joined as a research scientist in 2018.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director of Strategic Services, EMEA, at Mind Foundry; joined as a research scientist in 2018.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Director of Strategic Services, EMEA"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2070",
   "name": "Jazz Kang",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of Finance at Mind Foundry; previously at ARIA, Satellite Applications Catapult and James Cowper Kreston.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director of Finance at Mind Foundry; previously at ARIA, Satellite Applications Catapult and James Cowper Kreston.",
   "affiliation": "Talent",
   "sources": [
    "https://mindfoundry.ai/about-us/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://mindfoundry.ai/about-us/leadership",
     "quotes": [
      "Director of Finance"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Advanced Research and Invention Agency (ARIA)"
    },
    {
     "kind": "alumni_of",
     "name": "Satellite Applications Catapult"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2071",
   "name": "Ed Jennings",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-03-09",
   "status_detail": null,
   "one_line": "President and chief executive of Darktrace, the Cambridge AI cyber-security company, since March 2026; previously CEO of Quickbase and COO of Mimecast.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "President and chief executive of Darktrace, the Cambridge AI cyber-security company, since March 2026; previously CEO of Quickbase and COO of Mimecast.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership",
    "https://www.globenewswire.com/en/search/organization/Darktrace"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "President and CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.globenewswire.com/en/search/organization/Darktrace",
     "quotes": [
      "Ed Jennings has been appointed President and Chief Executive\" (release listed 9 March 2026)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Quickbase"
    },
    {
     "kind": "alumni_of",
     "name": "Mimecast"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2072",
   "name": "Mike Beck",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Information Security Officer at Darktrace.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Information Security Officer at Darktrace.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Information Security Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2073",
   "name": "Chris Kozup",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Marketing Officer at Darktrace.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Marketing Officer at Darktrace.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Marketing Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2074",
   "name": "Michael (Mike) McGuinness",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-13",
   "status_detail": null,
   "one_line": "Chief Revenue Officer at Darktrace from October 2026; previously Chief Commercial Officer at Quickbase.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Revenue Officer at Darktrace from October 2026; previously Chief Commercial Officer at Quickbase.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership",
    "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Revenue Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html",
     "quotes": [
      "Chief Commercial Officer at Quickbase."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Quickbase"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2075",
   "name": "David Morris",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Legal Officer at Darktrace.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Legal Officer at Darktrace.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Legal Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2076",
   "name": "Stephen Pickman",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-22",
   "status_detail": null,
   "one_line": "Chief Technology Officer at Darktrace from October 2026, promoted from SVP Engineering after nine years at the company.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Technology Officer at Darktrace from October 2026, promoted from SVP Engineering after nine years at the company.",
   "affiliation": "Talent",
   "sources": [
    "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html",
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html",
     "quotes": [
      "Senior Vice President of Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Technology Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2077",
   "name": "Issy Richards",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-22",
   "status_detail": null,
   "one_line": "Chief Product Officer at Darktrace from October 2026; joined in May 2025; earlier at Ocado Technology and Faculty AI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Product Officer at Darktrace from October 2026; joined in May 2025; earlier at Ocado Technology and Faculty AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html",
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/22/3386504/0/en/darktrace-strengthens-product-and-technology-leadership-with-new-executive-appointments.html",
     "quotes": [
      "Interim Senior Vice President of Product",
      "Ocado Technology and Faculty AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Product Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Ocado Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2078",
   "name": "Beth Shea",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-13",
   "status_detail": null,
   "one_line": "Chief Customer Officer at Darktrace from October 2026; previously Chief Customer Officer at Snyk.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Customer Officer at Darktrace from October 2026; previously Chief Customer Officer at Snyk.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership",
    "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Customer Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html",
     "quotes": [
      "Chief Customer Officer at developer security company Snyk."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Snyk"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2079",
   "name": "David Smith",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People Officer at Darktrace.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People Officer at Darktrace.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief People Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2080",
   "name": "Adam Towns",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-13",
   "status_detail": null,
   "one_line": "Chief Financial and Operating Officer at Darktrace from October 2026; previously CFO at the AI platform Dataiku.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Financial and Operating Officer at Darktrace from October 2026; previously CFO at the AI platform Dataiku.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/company/leadership",
    "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/company/leadership",
     "quotes": [
      "Chief Financial and Operating Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.globenewswire.com/news-release/2026/10/13/3379872/0/en/darktrace-names-three-senior-executives-to-strengthen-finance-revenue-and-customer-leadership.html",
     "quotes": [
      "Chief Financial Officer of Dataiku, an enterprise AI platform."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Dataiku"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2081",
   "name": "Poppy Gustafsson",
   "bucket": "person",
   "status": "role as of July 2022",
   "status_date": "2022-07-19",
   "status_detail": null,
   "one_line": "Chief executive of Darktrace in July 2022; not on Darktrace's current leadership page (read 30 October 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive of Darktrace in July 2022; not on Darktrace's current leadership page (read 30 October 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "Poppy Gustafsson OBE\" (named as Chief Executive Officer)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "role as of July 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2082",
   "name": "Nicole Eagan",
   "bucket": "person",
   "status": "role as of July 2022",
   "status_date": "2022-07-19",
   "status_detail": null,
   "one_line": "Chief Strategy and AI Officer at Darktrace in July 2022; not on the current leadership page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Strategy and AI Officer at Darktrace in July 2022; not on the current leadership page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "Chief Strategy and AI Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "role as of July 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2083",
   "name": "Max Heinemeyer",
   "bucket": "person",
   "status": "role as of July 2022",
   "status_date": "2022-07-19",
   "status_detail": null,
   "one_line": "Promoted from VP of Cyber Innovation to Chief Product Officer at Darktrace in July 2022; not on the current leadership page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Promoted from VP of Cyber Innovation to Chief Product Officer at Darktrace in July 2022; not on the current leadership page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "currently Darktrace's VP of Cyber Innovation"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "role as of July 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2084",
   "name": "Dave Palmer",
   "bucket": "person",
   "status": "moved",
   "status_date": "2022-08",
   "status_detail": null,
   "one_line": "Left Darktrace as Chief Product Officer in August 2022 to become a General Partner at 1011 Venture Capital; joined Darktrace's Advisory Council.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Left Darktrace as Chief Product Officer in August 2022 to become a General Partner at 1011 Venture Capital; joined Darktrace's Advisory Council.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "Dave Palmer\" (leaving as Chief Product Officer to join 1011 Venture Capital as a General Partner)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "moved",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "1011 Venture Capital"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2085",
   "name": "David Walden",
   "bucket": "person",
   "status": "role as of July 2022",
   "status_date": "2022-07-19",
   "status_detail": null,
   "one_line": "Appointed Chief People Officer at Darktrace in July 2022, after Capital One, AOL, T. Rowe Price and Etsy.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Appointed Chief People Officer at Darktrace in July 2022, after Capital One, AOL, T. Rowe Price and Etsy.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "driven successful people strategies at multinational companies, including Capital One, AOL, T. Rowe Price, and Etsy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "role as of July 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Capital One"
    },
    {
     "kind": "alumni_of",
     "name": "Etsy"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2086",
   "name": "Carolyn Esser",
   "bucket": "person",
   "status": "role as of July 2022",
   "status_date": "2022-07-19",
   "status_detail": null,
   "one_line": "Appointed Chief Corporate Affairs Officer at Darktrace in July 2022, from the Bill & Melinda Gates Foundation.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Appointed Chief Corporate Affairs Officer at Darktrace in July 2022, from the Bill & Melinda Gates Foundation.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "Deputy Director, Communications, Europe, Middle East and East Asia"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "role as of July 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Bill & Melinda Gates Foundation"
    },
    {
     "kind": "alumni_of",
     "name": "Logica"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2087",
   "name": "Emily Orton",
   "bucket": "person",
   "status": "stepped down",
   "status_date": "2022-07",
   "status_detail": null,
   "one_line": "Stepped down as Chief Marketing Officer of Darktrace in early July 2022.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Stepped down as Chief Marketing Officer of Darktrace in early July 2022.",
   "affiliation": "Talent",
   "sources": [
    "https://www.darktrace.com/news/management-changes"
   ],
   "source_quotes": [
    {
     "url": "https://www.darktrace.com/news/management-changes",
     "quotes": [
      "Emily Orton\" (stepped down as Chief Marketing Officer)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "stepped down",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2088",
   "name": "Paul Aylieff",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Group Chief Financial Officer at Quantexa, the London decision-intelligence AI company.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Group Chief Financial Officer at Quantexa, the London decision-intelligence AI company.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Group Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2089",
   "name": "Charles Senabulya",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Commercial Officer at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Commercial Officer at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief Commercial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2090",
   "name": "Dan Higgins",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Product Officer at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Product Officer at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief Product Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2091",
   "name": "Jamie Hutton",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Technology Officer at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Technology Officer at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief Technology Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2092",
   "name": "Ray O'Brien",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Global Risk Chief Operating Officer and Head of Global Delivery at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Global Risk Chief Operating Officer and Head of Global Delivery at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Global Risk Chief Operating Officer and Head of Global Delivery"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2093",
   "name": "Lorraine Metcalf",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People Officer at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People Officer at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief People Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2094",
   "name": "Guy Muir",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "General Counsel at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "General Counsel at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "General Counsel"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2095",
   "name": "Imam Hoque",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Evangelist at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Evangelist at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief Evangelist"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2096",
   "name": "Matt Hooper",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Marketing Officer at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Marketing Officer at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "Chief Marketing Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2097",
   "name": "Mark McNerney",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Senior Vice President, Global Alliances, at Quantexa.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Senior Vice President, Global Alliances, at Quantexa.",
   "affiliation": "Talent",
   "sources": [
    "https://www.quantexa.com/about/leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://www.quantexa.com/about/leadership/",
     "quotes": [
      "SVP, Global Alliances"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-004",
     "name": "Quantexa",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-004",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2098",
   "name": "Erez Dagan",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "President of Wayve, the London company building AI driving software; spent 20 years in senior roles at Mobileye.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "President of Wayve, the London company building AI driving software; spent 20 years in senior roles at Mobileye.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/",
    "https://wayve.ai/company/leadership-team/erez-dagan/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "President"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/company/leadership-team/erez-dagan/",
     "quotes": [
      "Executive Vice President of Product and Strategy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-2034",
     "name": "Intel (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2034",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Mobileye"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2099",
   "name": "Elisa de Martel",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Financial Officer of Wayve; previously CFO at Waymo and at Carbon, and over a decade in finance at Apple.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Financial Officer of Wayve; previously CFO at Waymo and at Carbon, and over a decade in finance at Apple.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/",
    "https://wayve.ai/company/leadership-team/elisa-de-martel/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/company/leadership-team/elisa-de-martel/",
     "quotes": [
      "joins Wayve as CFO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-032",
     "name": "Apple (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-032",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Waymo"
    },
    {
     "kind": "alumni_of",
     "name": "Carbon"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2100",
   "name": "Emma Baillie",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People Officer of Wayve; earlier senior HR roles at Legend, Ebiquity, Dealogic and Vista.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People Officer of Wayve; earlier senior HR roles at Legend, Ebiquity, Dealogic and Vista.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/",
    "https://wayve.ai/company/leadership-team/emma-baillie/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Chief People Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/company/leadership-team/emma-baillie/",
     "quotes": [
      "held senior HR roles at renowned companies such as Legend, Ebiquity, Dealogic, and Vista"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Ebiquity"
    },
    {
     "kind": "alumni_of",
     "name": "Dealogic"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2101",
   "name": "Kaity Fischer",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Commercial and Operations, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Commercial and Operations, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Vice President, Commercial and Operations"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2102",
   "name": "Silvius Rus",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Senior Vice President, Engineering, at Wayve; earlier delivered platform software for Google's data-centre compute infrastructure.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Senior Vice President, Engineering, at Wayve; earlier delivered platform software for Google's data-centre compute infrastructure.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/",
    "https://wayve.ai/press/wayve-strengthens-engineering-leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Sr. Vice President, Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://wayve.ai/press/wayve-strengthens-engineering-leadership/",
     "quotes": [
      "SVP of Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-011",
     "name": "Google (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-011",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2103",
   "name": "Simone Fabris",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Product and Delivery, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Product and Delivery, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Vice President Product and Delivery"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2104",
   "name": "Vijay Badrinarayanan",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, AI, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President, AI, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Vice President, AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2105",
   "name": "Frank Fink",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director, Automotive Partnerships, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director, Automotive Partnerships, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Director, Automotive Partnerships"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2106",
   "name": "Rob Flenniken",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Vehicle Software, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Vehicle Software, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Vice President, Vehicle Software"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2107",
   "name": "Sarah Gates",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Global Affairs and Assurance, at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Global Affairs and Assurance, at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "VP, Global Affairs and Assurance"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2108",
   "name": "Tim Dawkins",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Safety at Wayve.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Safety at Wayve.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/company/leadership-team/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/company/leadership-team/",
     "quotes": [
      "Head of Safety"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2109",
   "name": "Girish Venkataramani",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-11",
   "status_detail": null,
   "one_line": "Joined Wayve as Vice President of AI Platform in February 2026; previously led deep-learning compiler teams at NVIDIA.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Joined Wayve as Vice President of AI Platform in February 2026; previously led deep-learning compiler teams at NVIDIA.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/press/wayve-strengthens-engineering-leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/press/wayve-strengthens-engineering-leadership/",
     "quotes": [
      "Vice President of AI Platform",
      "Previously, Girish led deep learning compiler teams at NVIDIA"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-014",
     "name": "NVIDIA (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-014",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Cruise"
    },
    {
     "kind": "alumni_of",
     "name": "SambaNova Systems"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2110",
   "name": "Brandon Basso",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-02-11",
   "status_detail": null,
   "one_line": "Joined Wayve in February 2026 as VP of AI for simulation, data, evaluation and validation; earlier at Cruise and General Motors.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Joined Wayve in February 2026 as VP of AI for simulation, data, evaluation and validation; earlier at Cruise and General Motors.",
   "affiliation": "Talent",
   "sources": [
    "https://wayve.ai/press/wayve-strengthens-engineering-leadership/"
   ],
   "source_quotes": [
    {
     "url": "https://wayve.ai/press/wayve-strengthens-engineering-leadership/",
     "quotes": [
      "He previously held senior leadership roles at Cruise and General Motors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-003",
     "name": "Wayve",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-003",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Cruise"
    },
    {
     "kind": "alumni_of",
     "name": "General Motors"
    },
    {
     "kind": "alumni_of",
     "name": "3D Robotics"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2111",
   "name": "Nick Bishop",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Financial Officer of Graphcore, the AI chip company.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Financial Officer of Graphcore, the AI chip company.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2112",
   "name": "Sally Doherty",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Marketing Officer of Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Marketing Officer of Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "Chief Marketing Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2113",
   "name": "John Walsh",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Operating Officer of Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Operating Officer of Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "Chief Operating Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2114",
   "name": "Chelsea Coates",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People Officer of Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People Officer of Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "Chief People Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2115",
   "name": "Helen Byrne",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, AI Technology, at Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President, AI Technology, at Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "VP AI Technology"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2116",
   "name": "Rami Sinno",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Senior Vice President, Systems, at Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Senior Vice President, Systems, at Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "SVP Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2117",
   "name": "Tim Ramsdale",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Senior Vice President, Silicon, at Graphcore.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Senior Vice President, Silicon, at Graphcore.",
   "affiliation": "Talent",
   "sources": [
    "https://www.graphcore.ai/our-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/our-team",
     "quotes": [
      "SVP Silicon"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-CHIP-003",
     "name": "Graphcore",
     "page": "chips",
     "href": "../chips/#org=BIZ-CHIP-003",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2118",
   "name": "Alexander Dreismann",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Operating Officer of PhysicsX, the London company building AI for engineering simulation.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Operating Officer of PhysicsX, the London company building AI for engineering simulation.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "COO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2119",
   "name": "Nico Haag",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and Director of Simulation Engineering at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and Director of Simulation Engineering at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Co-Founder & Director of Simulation Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    },
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2120",
   "name": "Michalis Michaelides",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Research at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Head of Research at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Head of Research"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2121",
   "name": "Stephen Rose",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President of Product at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President of Product at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "VP of Product"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2122",
   "name": "Mark Huntington",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Managing Director, North America, at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Managing Director, North America, at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Managing Director, North America"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2123",
   "name": "Ismail Negm",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of Technology at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director of Technology at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Director of Technology"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2124",
   "name": "Sophie Scannell",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of Delivery at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director of Delivery at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Director of Delivery"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2125",
   "name": "Gui Braccialli",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Director of Delivery, North America, at PhysicsX (page spells the title \"Directory\").",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Director of Delivery, North America, at PhysicsX (page spells the title \"Directory\").",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Directory of Delivery, North America"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2126",
   "name": "James Mulligan",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Strategy and Programs at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Strategy and Programs at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Head of Strategy & Programs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2127",
   "name": "Amir Vaziri",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Growth at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Growth at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Head of Growth"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2128",
   "name": "Jim Baum",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Board member of PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Board member of PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Board Member"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2129",
   "name": "Jeremy Palmer",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Senior Advisor to PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Senior Advisor to PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Senior Advisor"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2130",
   "name": "Douglas Boubert",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Principal Research Scientist at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Principal Research Scientist at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Principal Research Scientist"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2131",
   "name": "James-Michael Leahy",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Principal Research Scientist at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Principal Research Scientist at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Principal Research Scientist"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2132",
   "name": "Sanmitra Ghosh",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Principal Research Scientist at PhysicsX.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Principal Research Scientist at PhysicsX.",
   "affiliation": "Talent",
   "sources": [
    "https://www.physicsx.ai/about"
   ],
   "source_quotes": [
    {
     "url": "https://www.physicsx.ai/about",
     "quotes": [
      "Principal Research Scientist"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-008",
     "name": "PhysicsX",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-008",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2133",
   "name": "Angie Ma",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder of Faculty, the London applied-AI company.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder of Faculty, the London applied-AI company.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Co-Founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2134",
   "name": "Andrew Brookes",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Technology Officer and co-founder of Faculty.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief Technology Officer and co-founder of Faculty.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Chief Technology Officer & Co-Founder"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2135",
   "name": "John Gibson",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Commercial Officer of Faculty.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Commercial Officer of Faculty.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Chief Commercial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2136",
   "name": "Vicki Marchington",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief People Officer of Faculty.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief People Officer of Faculty.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Chief People Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2137",
   "name": "Patrick Imbach",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Financial Officer of Faculty.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Financial Officer of Faculty.",
   "affiliation": "Talent",
   "sources": [
    "https://faculty.ai/en-gb/company"
   ],
   "source_quotes": [
    {
     "url": "https://faculty.ai/en-gb/company",
     "quotes": [
      "Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-030",
     "name": "Faculty (acquired by Accenture)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-030",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2138",
   "name": "Debbie Toms",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief of Staff at CuspAI, the Cambridge company using AI to design new materials.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief of Staff at CuspAI, the Cambridge company using AI to design new materials.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Chief of Staff"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2139",
   "name": "Markus Hoffmann",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chief Strategy Officer at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief Strategy Officer at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Chief Strategy Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2140",
   "name": "Felix Hanke",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Scientific Engineering, at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Vice President, Scientific Engineering, at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "VP Scientific Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2141",
   "name": "Alessandro De Maria",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Platform Engineering, at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Platform Engineering, at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "VP Platform Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2142",
   "name": "Will Kay",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Product and Data, at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Product and Data, at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "VP Product and Data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2143",
   "name": "Jonathan Fildes",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Creative and Communications, at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Creative and Communications, at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "VP Creative and Communications"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2144",
   "name": "Monica Hansen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Vice President, Strategy, at CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Vice President, Strategy, at CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "VP Strategy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2145",
   "name": "Geoffrey Hinton",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Listed as an adviser to CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Prof. Geoffrey Hinton — Nobel Laureate\" (Advisors)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2146",
   "name": "Kristin Persson",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; a professor of materials science and engineering.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Listed as an adviser to CuspAI; a professor of materials science and engineering.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Distinguished Professor in Materials Science and Engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2147",
   "name": "Martin van den Brink",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; former President and CTO of ASML.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Listed as an adviser to CuspAI; former President and CTO of ASML.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "former President and CTO of ASML, Martin van den Brink"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "ASML"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2148",
   "name": "Yann LeCun",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Listed as an adviser to CuspAI.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Prof. Yann LeCun — Turing Award Laureate\" (Advisors)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2149",
   "name": "Verity Harding",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; former Head of Policy at Google DeepMind.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Listed as an adviser to CuspAI; former Head of Policy at Google DeepMind.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Former Google DeepMind Head of Policy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2150",
   "name": "John Browne (Lord Browne)",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; former chief executive of BP.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Listed as an adviser to CuspAI; former chief executive of BP.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Former BP CEO"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "BP"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2151",
   "name": "John Giannandrea",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; former Apple and Google leader.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Listed as an adviser to CuspAI; former Apple and Google leader.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "Former Apple and Google Leader"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-032",
     "name": "Apple (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-032",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-011",
     "name": "Google (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-011",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2152",
   "name": "Abhi Talwalkar",
   "bucket": "person",
   "status": "active (adviser)",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Listed as an adviser to CuspAI; AMD board member and Chairman of Lam Research.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Listed as an adviser to CuspAI; AMD board member and Chairman of Lam Research.",
   "affiliation": "Talent",
   "sources": [
    "https://cusp.ai/"
   ],
   "source_quotes": [
    {
     "url": "https://cusp.ai/",
     "quotes": [
      "AMD Board Member & Chairman of Lam Research, Abhi Talwalkar"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active (adviser)",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-011",
     "name": "CuspAI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-011",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2153",
   "name": "Ethan Tandowsky",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-08",
   "status_detail": null,
   "one_line": "Joined ElevenLabs as Chief Financial Officer in September 2026 from Adyen, where he was CFO; ElevenLabs' London office is its European HQ.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Joined ElevenLabs as Chief Financial Officer in September 2026 from Adyen, where he was CFO; ElevenLabs' London office is its European HQ.",
   "affiliation": "Talent",
   "sources": [
    "https://elevenlabs.io/about",
    "https://elevenlabs.io/blog/cfo"
   ],
   "source_quotes": [
    {
     "url": "https://elevenlabs.io/about",
     "quotes": [
      "Chief Financial Officer\" (Ethan Tandowsky)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://elevenlabs.io/blog/cfo",
     "quotes": [
      "Ethan Tandowsky joins ElevenLabs as Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Adyen"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2154",
   "name": "Ashley Kramer",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-02",
   "status_detail": null,
   "one_line": "Joined ElevenLabs as Chief Revenue Officer in September 2026; previously led enterprise sales at OpenAI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Joined ElevenLabs as Chief Revenue Officer in September 2026; previously led enterprise sales at OpenAI.",
   "affiliation": "Talent",
   "sources": [
    "https://elevenlabs.io/about",
    "https://elevenlabs.io/blog/cro"
   ],
   "source_quotes": [
    {
     "url": "https://elevenlabs.io/about",
     "quotes": [
      "Chief Revenue Officer\" (Ashley Kramer)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://elevenlabs.io/blog/cro",
     "quotes": [
      "she led enterprise sales at OpenAI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-005",
     "name": "ElevenLabs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-005",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-BIG-001",
     "name": "OpenAI (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-001",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2155",
   "name": "Laura Gonzalez",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-07-01",
   "status_detail": null,
   "one_line": "Chief of Staff at Synthesia; wrote the July 2025 post on its new London headquarters at Regent's Place.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London (NW1 3BF)",
    "postcode": "NW1 3BF",
    "lat": 51.524907,
    "lng": -0.142319,
    "region": "England: London",
    "admin_district": "Camden",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chief of Staff at Synthesia; wrote the July 2025 post on its new London headquarters at Regent's Place.",
   "affiliation": "Talent",
   "sources": [
    "https://www.synthesia.io/post/introducing-our-new-london-headquarters"
   ],
   "source_quotes": [
    {
     "url": "https://www.synthesia.io/post/introducing-our-new-london-headquarters",
     "quotes": [
      "an expansive 20,000 sq ft workspace\" (author: Laura Gonzalez, Chief of Staff)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "London (NW1 3BF)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-004",
     "name": "Synthesia",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-004",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2156",
   "name": "Sergei Yakneen",
   "bucket": "person",
   "status": "role as of May 2022",
   "status_date": "2022-05-01",
   "status_detail": null,
   "one_line": "Named Isomorphic Labs' first Chief Technology Officer in May 2022, from SOPHiA GENETICS; not on the current leadership page.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Named Isomorphic Labs' first Chief Technology Officer in May 2022, from SOPHiA GENETICS; not on the current leadership page.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-first-phase-of-management-team"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-first-phase-of-management-team",
     "quotes": [
      "senior vice president and chief technology officer\" (at SOPHiA GENETICS; name spelt \"Yankeen\" in title, \"Yakneen\" in body)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "role as of May 2022",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "SOPHiA GENETICS"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2157",
   "name": "Douglas Gurr",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chair of the Board of Trustees of the Alan Turing Institute, the UK's national institute for data science and AI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chair of the Board of Trustees of the Alan Turing Institute, the UK's national institute for data science and AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.turing.ac.uk/people/board-trustees/douglas-gurr"
   ],
   "source_quotes": [
    {
     "url": "https://www.turing.ac.uk/people/board-trustees/douglas-gurr",
     "quotes": [
      "Chair of Board of Trustees, The Alan Turing Institute"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-NET-014",
     "name": "AI UK (The Alan Turing Institute)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-014",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2158",
   "name": "Mark Girolami",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-21",
   "status_detail": null,
   "one_line": "Chief Scientist of the Alan Turing Institute; acting chief executive from January 2026 while a permanent CEO was recruited.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief Scientist of the Alan Turing Institute; acting chief executive from January 2026 while a permanent CEO was recruited.",
   "affiliation": "Talent",
   "sources": [
    "https://www.turing.ac.uk/news/acting-ceo-announced-alan-turing-institute"
   ],
   "source_quotes": [
    {
     "url": "https://www.turing.ac.uk/news/acting-ceo-announced-alan-turing-institute",
     "quotes": [
      "our Chief Scientist, Professor Mark Girolami"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-NET-014",
     "name": "AI UK (The Alan Turing Institute)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-014",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2160",
   "name": "ERA:AI Fellowship",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Cambridge-based 10-week talent programme for researchers and entrepreneurs working on risks from frontier AI; next run January–March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Cambridge",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Cambridge-based 10-week talent programme for researchers and entrepreneurs working on risks from frontier AI; next run January–March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://erafellowship.org/"
   ],
   "source_quotes": [
    {
     "url": "https://erafellowship.org/",
     "quotes": [
      "ERA runs talent programmes for researchers and entrepreneurs working to understand and mitigate risks from frontier AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Cambridge",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2161",
   "name": "Pivotal AI Safety Fellowship",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "15-week in-person AI safety research fellowship in London (at LISA), with £15,000–£18,000 stipends; next cohort January–April 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "15-week in-person AI safety research fellowship in London (at LISA), with £15,000–£18,000 stipends; next cohort January–April 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.pivotal-research.org/fellowships/ai-safety-fellowship"
   ],
   "source_quotes": [
    {
     "url": "https://www.pivotal-research.org/fellowships/ai-safety-fellowship",
     "quotes": [
      "Spend 15 weeks in London doing high-impact AI safety research with expert mentorship."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2162",
   "name": "James Cameron",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Board member and individual investor at Stability AI; chair of Lightstorm.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Board member and individual investor at Stability AI; chair of Lightstorm.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/board-of-directors",
    "https://stability.ai/company"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/board-of-directors",
     "quotes": [
      "Chair of LIGHTSTORM"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/company",
     "quotes": [
      "Board Member James Cameron"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2163",
   "name": "Dana Settle",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Board member of Stability AI; co-founder and managing partner of Greycroft.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Board member of Stability AI; co-founder and managing partner of Greycroft.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/board-of-directors",
    "https://stability.ai/company"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/board-of-directors",
     "quotes": [
      "Co-Founder & Managing Partner, Greycroft"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/company",
     "quotes": [
      "board members Dana Settle and Thomas Laffont"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    },
    {
     "kind": "works_at",
     "id": "BIZ-INV-057",
     "name": "Greycroft",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-057",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2164",
   "name": "Thomas Laffont",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Board member of Stability AI; co-founder of Coatue.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Board member of Stability AI; co-founder of Coatue.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/board-of-directors",
    "https://stability.ai/company"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/board-of-directors",
     "quotes": [
      "Co-Founder, Coatue"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/company",
     "quotes": [
      "board members Dana Settle and Thomas Laffont"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Coatue"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2165",
   "name": "Lord Vallance (Patrick Vallance)",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-24",
   "status_detail": null,
   "one_line": "Chair of the Prime Minister's new AI Taskforce from July 2026; former Government Chief Scientific Adviser and science minister.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chair of the Prime Minister's new AI Taskforce from July 2026; former Government Chief Scientific Adviser and science minister.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-change-at-the-heart-of-government-as-lord-vallance-appointed-chair-of-new-pm-ai-taskforce"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-change-at-the-heart-of-government-as-lord-vallance-appointed-chair-of-new-pm-ai-taskforce",
     "quotes": [
      "will be chaired by Lord Vallance"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Prime Minister's AI Taskforce"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2166",
   "name": "Kanishka Narayan",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-07-20",
   "status_detail": null,
   "one_line": "Minister of State (Minister for Artificial Intelligence) since 20 July 2026; DSIT junior minister from September 2025.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Minister of State (Minister for Artificial Intelligence) since 20 July 2026; DSIT junior minister from September 2025.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips",
    "https://www.gov.uk/government/people/kanishka-narayan"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips",
     "quotes": [
      "The future of AI will be built on chips that power models.\" (The Rt Hon Kanishka Narayan MP, AI Minister)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/people/kanishka-narayan",
     "quotes": [
      "Minister of State (Minister for Artificial Intelligence)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Cabinet Office"
    },
    {
     "kind": "works_at",
     "name": "Department for Business, Innovation, Science and Trade"
    },
    {
     "kind": "alumni_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2167",
   "name": "Joséphine Kant",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-08-03",
   "status_detail": null,
   "one_line": "Head of Ventures at the government's Sovereign AI unit, which invested in London AI chip start-up OLIX in 2026.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Head of Ventures at the government's Sovereign AI unit, which invested in London AI chip start-up OLIX in 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/sovereign-ai-invests-in-uk-startup-reinventing-ai-chips",
     "quotes": [
      "I left my first meeting with James convinced he'd be one of the most important founders of his generation.\" (Sovereign AI Head of Ventures)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Sovereign AI Unit"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2168",
   "name": "Chris Dungey",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-08",
   "status_detail": null,
   "one_line": "UK government AI Champion for Advanced Manufacturing; author of the sector's AI adoption plan (June 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "UK government AI Champion for Advanced Manufacturing; author of the sector's AI adoption plan (June 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Chris Dungey — Advanced Manufacturing"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "UK government AI Champions"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2169",
   "name": "Lucy Yu",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-08",
   "status_detail": null,
   "one_line": "UK government AI Champion for Clean Energy; author of an interim AI adoption plan (June 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "UK government AI Champion for Clean Energy; author of an interim AI adoption plan (June 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Lucy Yu — Clean Energy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "UK government AI Champions"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2170",
   "name": "Sally Davies",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-08",
   "status_detail": null,
   "one_line": "UK government AI Champion for the Creative Industries; author of the sector's AI adoption plan (June 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "UK government AI Champion for the Creative Industries; author of the sector's AI adoption plan (June 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Sally Davies — Creative Industries"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "UK government AI Champions"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2171",
   "name": "Katie Gallagher",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-08",
   "status_detail": null,
   "one_line": "UK government AI Champion for Digital and Technologies; author of the sector's AI adoption plan (June 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "UK government AI Champion for Digital and Technologies; author of the sector's AI adoption plan (June 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Katie Gallagher OBE — Digital and Technologies"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "UK government AI Champions"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2172",
   "name": "Shaheen Sayed",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-06-08",
   "status_detail": null,
   "one_line": "UK government AI Champion for Professional and Business Services; author of the sector's AI adoption plan (June 2026).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "UK government AI Champion for Professional and Business Services; author of the sector's AI adoption plan (June 2026).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-champions-ai-adoption-plans",
     "quotes": [
      "Shaheen Sayed — Professional and Business Services"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "UK government AI Champions"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2173",
   "name": "Colin Murdoch",
   "bucket": "person",
   "status": "stepped down as President",
   "status_date": "2025-11-26",
   "status_detail": null,
   "one_line": "Isomorphic Labs' first President; the company said in November 2025 he would step down, with Max Jaderberg taking over from 1 January 2026.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Isomorphic Labs' first President; the company said in November 2025 he would step down, with Max Jaderberg taking over from 1 January 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/articles/isomorphic-labs-to-appoint-max-jaderberg-as-president",
    "https://www.isomorphiclabs.com/interviews"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/articles/isomorphic-labs-to-appoint-max-jaderberg-as-president",
     "quotes": [
      "will step down from his role as President"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.isomorphiclabs.com/interviews",
     "quotes": [
      "Isomorphic Labs' first President"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "stepped down as President",
   "ext_links": [
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2174",
   "name": "Agnieszka Podsiadło",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-04-10",
   "status_detail": null,
   "one_line": "Head of Engineering at Isomorphic Labs; earlier ran machine-learning teams at Silicon Valley companies.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Head of Engineering at Isomorphic Labs; earlier ran machine-learning teams at Silicon Valley companies.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/articles/meet-our-team-agnieszka-michael"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/articles/meet-our-team-agnieszka-michael",
     "quotes": [
      "ran ML teams at a number of the big Silicon Valley companies"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2175",
   "name": "Michael Schaarschmidt",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-04-10",
   "status_detail": null,
   "one_line": "Director of Machine Learning at Isomorphic Labs; previously a senior research scientist at Google DeepMind.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Director of Machine Learning at Isomorphic Labs; previously a senior research scientist at Google DeepMind.",
   "affiliation": "Talent",
   "sources": [
    "https://www.isomorphiclabs.com/articles/meet-our-team-agnieszka-michael"
   ],
   "source_quotes": [
    {
     "url": "https://www.isomorphiclabs.com/articles/meet-our-team-agnieszka-michael",
     "quotes": [
      "Senior Research Scientist at Google DeepMind"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-002",
     "name": "Isomorphic Labs",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-002",
     "page_label": "Labs"
    },
    {
     "kind": "alumni_of",
     "id": "BIZ-LAB-001",
     "name": "Google DeepMind",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-001",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2176",
   "name": "BlueDot Impact Technical AI Safety course",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Free intensive or part-time course for people building AI, run by the non-profit BlueDot Impact, whose staff are in San Francisco, London and remote.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Free intensive or part-time course for people building AI, run by the non-profit BlueDot Impact, whose staff are in San Francisco, London and remote.",
   "affiliation": "Talent",
   "sources": [
    "https://bluedot.org/courses/technical-ai-safety"
   ],
   "source_quotes": [
    {
     "url": "https://bluedot.org/courses/technical-ai-safety",
     "quotes": [
      "Start building safer AI. Join our intensive course for builders shaping the future of artificial general intelligence."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2177",
   "name": "Jonny Ward",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and chief executive of Conquer, a South Croydon-registered company helping large enterprises adopt AI.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and chief executive of Conquer, a South Croydon-registered company helping large enterprises adopt AI.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Co-Founder & CEO",
      "We're building the company that turns the world's largest enterprises AI-native."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Conquer"
    },
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2178",
   "name": "Jeremy Amias",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Chairman of Conquer; listed on the page as a former Vice-Chairman at Standard Chartered Bank.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Chairman of Conquer; listed on the page as a former Vice-Chairman at Standard Chartered Bank.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Chairman"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    },
    {
     "kind": "alumni_of",
     "name": "Standard Chartered Bank"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2179",
   "name": "Tom Buckley",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and Chief Technology and AI Officer of Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and Chief Technology and AI Officer of Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Co-Founder & Chief Technology and AI Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Conquer"
    },
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2180",
   "name": "David Carter",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and Chief Commercial Officer of Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and Chief Commercial Officer of Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Co-Founder & Chief Commercial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Conquer"
    },
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2181",
   "name": "Daniel Moon",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and Chief Financial Officer of Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and Chief Financial Officer of Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Co-Founder & Chief Financial Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Conquer"
    },
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2182",
   "name": "Daniel Ward",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Co-founder and Head of Projects at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and Head of Projects at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Co-Founder & Head of Projects"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Conquer"
    },
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2183",
   "name": "Bolaji Olatoye",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of AI Solutions at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of AI Solutions at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of AI Solutions"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2184",
   "name": "Luke Morrisen",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of AI Solutions at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of AI Solutions at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of AI Solutions"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2185",
   "name": "James Mayo",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Operations at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Operations at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of Operations"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2186",
   "name": "Jamie Hart",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Product at Conquer; listed as a former Director of Innovation at William Hill.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Product at Conquer; listed as a former Director of Innovation at William Hill.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of Product"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    },
    {
     "kind": "alumni_of",
     "name": "William Hill"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2187",
   "name": "Jim Roton",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Delivery at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Delivery at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of Delivery"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2188",
   "name": "Katie Davis",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Advisors and Partners at Conquer.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Advisors and Partners at Conquer.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of Advisors & Partners"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2189",
   "name": "Deborah Byers",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Head of Partners at Conquer; listed as a former Partner at EY.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "South Croydon (CR2 0BS, registered office)",
    "postcode": "CR2 0BS",
    "lat": 51.353014,
    "lng": -0.093815,
    "region": "England: London",
    "admin_district": "Croydon",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Head of Partners at Conquer; listed as a former Partner at EY.",
   "affiliation": "Talent",
   "sources": [
    "https://www.conquer.ai/team"
   ],
   "source_quotes": [
    {
     "url": "https://www.conquer.ai/team",
     "quotes": [
      "Head of Partners"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": "South Croydon (CR2 0BS, registered office)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Conquer"
    },
    {
     "kind": "alumni_of",
     "name": "EY"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2190",
   "name": "Ilan Gur",
   "bucket": "person",
   "status": "role as of July 2024",
   "status_date": "2024-07",
   "status_detail": null,
   "one_line": "Chief Executive Officer of ARIA in its July 2024 register of interests; ARIA's site now names Kathleen Fisher as CEO.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief Executive Officer of ARIA in its July 2024 register of interests; ARIA's site now names Kathleen Fisher as CEO.",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/media/131lvlwf/aria-register-of-interests-board-programme-directors-july-2024.pdf",
     "quotes": [
      "Chief Executive Officer"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "role as of July 2024",
   "ext_links": [],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2191",
   "name": "Robert (Rob) Legato",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-03-19",
   "status_detail": null,
   "one_line": "Joined Stability AI as Chief Pipeline Architect in March 2025, bringing a background in visual effects and entertainment.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Joined Stability AI as Chief Pipeline Architect in March 2025, bringing a background in visual effects and entertainment.",
   "affiliation": "Talent",
   "sources": [
    "https://stability.ai/news-updates/introducing-our-new-chief-pipeline-architect-rob-legato",
    "https://stability.ai/news"
   ],
   "source_quotes": [
    {
     "url": "https://stability.ai/news-updates/introducing-our-new-chief-pipeline-architect-rob-legato",
     "quotes": [
      "Robert joins with an extensive background in the visual effects (VFX) and entertainment industry."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://stability.ai/news",
     "quotes": [
      "Introducing Our New Chief Pipeline Architect, Robert Legato\" (dated 3/19/25)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-LAB-006",
     "name": "Stability AI",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-006",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2192",
   "name": "TechFirst Local (TechLocal)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst strand funding local projects that connect people to tech jobs, plus an AI professional degree and traineeship accelerator competition.",
   "description": "[Round 4, 30 Oct 2026] NETWORKS & MEDIA: Government grant scheme within TechFirst funding local partnerships that train people for entry-level AI, cyber and tech jobs; first winners named October 2026.",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst strand funding local projects that connect people to tech jobs, plus an AI professional degree and traineeship accelerator competition.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal",
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal",
     "quotes": [
      "TechFirst Local is part of the government’s TechFirst initiative to build tech skills across the UK and help grow the sector."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Projects must be completed by 31 March 2027"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2035",
     "name": "Tramshed Tech",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2035",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2042",
     "name": "Sussex Innovation Centre",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2042",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-NET-2051",
     "name": "TechFirst Local: AI Professional Degree and Traineeship Accelerator",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2051",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2052",
     "name": "Work Passport (Alchemy Box Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2052",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2053",
     "name": "Tech Talent Cymru (Darogan Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2053",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2054",
     "name": "JobFair NW (Digital Heard Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2054",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2055",
     "name": "Women Into Frontier Tech (Enterprise4All Limited)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2055",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2056",
     "name": "Trailblazers (European Innovation Limited)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2056",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2057",
     "name": "AI Talent Accelerator for West Midlands Life Sciences & HealthTech SMEs (FourPlus Immersive Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2057",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2058",
     "name": "TechLocal: Yorkshire — Community-to-Career Bridge (Future Transformation CIC)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2058",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2059",
     "name": "The Northeast AI Buddy Framework (Kerckhoffs Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2059",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2060",
     "name": "AI Workforce Model for SMEs (Manchester Digital)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2060",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2061",
     "name": "Dual-Frontier Talent Integration Pathway (Optimise Cyber Solutions Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2061",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2062",
     "name": "ForestSignal Cornwall (Secure Forests CIC)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2062",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2063",
     "name": "Tech Talent Champions (Sussex Innovation Centre)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2063",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2064",
     "name": "AI Talent Pipeline South West (Taught by Humans Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2064",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2065",
     "name": "TechLocal: AI Talent Integration Pathway (Tech Educators Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2065",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2066",
     "name": "South East AI Talent Integration Pathway (The Skills and Business Hub Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2066",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2067",
     "name": "HarbourPilot (The Smart Working Revolution Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2067",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2068",
     "name": "AI Workforce Bridge Wales (Tramshed Tech)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2068",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2069",
     "name": "TechAccess NI (Trillectra AI Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2069",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2070",
     "name": "Fast Tracking London's AI Talent into Tech (FliT) (Utiva Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2070",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2071",
     "name": "Veydar AI Workforce Readiness Programme (Veydar Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2071",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2072",
     "name": "VIBE Amplified: Wales AI and Cyber Talent Pipeline (VividTech for Good CIC)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2072",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2073",
     "name": "Connecting Talent with AI-powered Tech Jobs in SMEs (Workplus Apprenticeships Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2073",
     "page_label": "Networks and media"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-NET-2074",
     "name": "BRIDGE AI UK (ZipCare Ltd)",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-2074",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 23,
   "related_ids": [
    "BIZ-TAL-199",
    "BIZ-TAL-2193",
    "BIZ-TAL-2194",
    "BIZ-TAL-2195",
    "BIZ-TAL-2196",
    "BIZ-TAL-2197",
    "BIZ-TAL-2198",
    "BIZ-TAL-2199",
    "BIZ-TAL-2200",
    "BIZ-TAL-2201",
    "BIZ-TAL-2202",
    "BIZ-TAL-2203",
    "BIZ-TAL-2204",
    "BIZ-TAL-2205",
    "BIZ-TAL-2206",
    "BIZ-TAL-2207",
    "BIZ-TAL-2208",
    "BIZ-TAL-2209",
    "BIZ-TAL-2210",
    "BIZ-TAL-2211",
    "BIZ-TAL-2212",
    "BIZ-TAL-2213",
    "BIZ-TAL-2214"
   ]
  },
  {
   "id": "BIZ-TAL-2193",
   "name": "TechLocal: AI Professional Practice Degree and Graduate Traineeship Accelerator",
   "bucket": "prog",
   "status": "closed to applications",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local competition 2: up to £7.8 million over four years for AI professional degree and graduate traineeship projects (£100,000–£300,000 each).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local competition 2: up to £7.8 million over four years for AI professional degree and graduate traineeship projects (£100,000–£300,000 each).",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal",
     "quotes": [
      "AI Professional Degree and Traineeship Accelerator"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "closed to applications",
   "ext_links": [],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-TAL-199",
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2194",
   "name": "TechFirst Local project: Neuroedge",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Cogs AI Ltd linking local people to AI and tech jobs; 120 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London",
    "regions": [
     "England: London",
     "England: East of England"
    ]
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Cogs AI Ltd linking local people to AI and tech jobs; 120 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Neuroedge"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Cogs AI Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2195",
   "name": "TechFirst Local project: JobFair NW: AI-Powered Inclusive Recruitment for North West Tech SMEs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Digital Heard Ltd linking local people to AI and tech jobs; 35 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Digital Heard Ltd linking local people to AI and tech jobs; 35 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "JobFair NW: AI-Powered Inclusive Recruitment for North West Tech SMEs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Digital Heard Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2196",
   "name": "TechFirst Local project: AI Talent Accelerator to Enhance West Midlands Life Sciences & HealthTech SMEs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by FourPlus Immersive Ltd linking local people to AI and tech jobs; 15 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: West Midlands"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by FourPlus Immersive Ltd linking local people to AI and tech jobs; 15 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Talent Accelerator to Enhance West Midlands Life Sciences & HealthTech SMEs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "FourPlus Immersive Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2197",
   "name": "TechFirst Local project: TechLocal: Yorkshire, Community-to-Career Bridge into Local AI & Cyber Jobs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Future Transformation CIC linking local people to AI and tech jobs; 30-60 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Future Transformation CIC linking local people to AI and tech jobs; 30-60 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "TechLocal: Yorkshire, Community-to-Career Bridge into Local AI & Cyber Jobs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Future Transformation CIC (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2198",
   "name": "TechFirst Local project: The Northeast AI Buddy Framework: Democratising AI Fluency for Regional SME Productivity",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Kerckhoffs Ltd linking local people to AI and tech jobs; 20 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Kerckhoffs Ltd linking local people to AI and tech jobs; 20 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "The Northeast AI Buddy Framework: Democratising AI Fluency for Regional SME Productivity"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Kerckhoffs Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2199",
   "name": "TechFirst Local project: AI Workforce Model for SMEs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Manchester Digital Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Manchester Digital Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Workforce Model for SMEs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-NET-023",
     "name": "Manchester Digital",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-023",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2200",
   "name": "TechFirst Local project: AgentForge Talent Engine",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Next AI Fusion Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Next AI Fusion Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AgentForge Talent Engine"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Next AI Fusion Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2201",
   "name": "TechFirst Local project: Dual-Frontier Talent Integration Pathway (AI & Cyber)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Optimise Cyber Solutions Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber",
    "regions": [
     "England: Yorkshire and the Humber",
     "England: North East",
     "England: East Midlands"
    ]
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Optimise Cyber Solutions Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Dual-Frontier Talent Integration Pathway (AI & Cyber)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Optimise Cyber Solutions Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2202",
   "name": "TechFirst Local project: Extended Work Simulation Technology for Youth Employment Readiness",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Reforward AI Ltd linking local people to AI and tech jobs; 7-12 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Reforward AI Ltd linking local people to AI and tech jobs; 7-12 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Extended Work Simulation Technology for Youth Employment Readiness"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Reforward AI Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2203",
   "name": "TechFirst Local project: Creating Entry-Level Environmental Intelligence System Technician Roles Through AI-Enabled Environmental Monitoring Deployment in Cornwall",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Secure Forests CIC linking local people to AI and tech jobs; 8-10 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Secure Forests CIC linking local people to AI and tech jobs; 8-10 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Creating Entry-Level Environmental Intelligence System Technician Roles Through AI-Enabled Environmental Monitoring Deployment in Cornwall"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Secure Forests CIC (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2204",
   "name": "TechFirst Local project: AI Talent Pipeline South West",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Taught by Humans Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Taught by Humans Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Talent Pipeline South West"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Taught by Humans Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2205",
   "name": "TechFirst Local project: TechLocal: AI Talent Integration Pathway",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Tech Educators Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Tech Educators Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "TechLocal: AI Talent Integration Pathway"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Tech Educators Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2206",
   "name": "TechFirst Local project: South East AI Talent Integration Pathway",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by The Skills and Business Hub Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by The Skills and Business Hub Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "South East AI Talent Integration Pathway"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "The Skills and Business Hub Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2207",
   "name": "TechFirst Local project: HarbourPilot: Connecting South West Talent to Entry-Level AI Jobs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by The Smart Working Revolution Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by The Smart Working Revolution Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "HarbourPilot: Connecting South West Talent to Entry-Level AI Jobs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "The Smart Working Revolution Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2208",
   "name": "TechFirst Local project: AI Workforce Bridge Wales",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Tramsheds Tech Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Wales"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Tramsheds Tech Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Workforce Bridge Wales"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Tramsheds Tech Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2209",
   "name": "TechFirst Local project: TechAccess NI: Connecting Local Talent to AI and Data Jobs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Trillectra AI Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Northern Ireland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Trillectra AI Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "TechAccess NI: Connecting Local Talent to AI and Data Jobs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Trillectra AI Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2210",
   "name": "TechFirst Local project: Fast Tracking London's AI Talent into Tech (FliT)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Utiva Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Utiva Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Fast Tracking London's AI Talent into Tech (FliT)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Utiva Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2211",
   "name": "TechFirst Local project: Veydar AI Workforce Readiness Programme",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Veydar Ltd linking local people to AI and tech jobs; 10 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Veydar Ltd linking local people to AI and tech jobs; 10 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Veydar AI Workforce Readiness Programme"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Veydar Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2212",
   "name": "TechFirst Local project: VIBE Amplified: Wales AI and Cyber Talent Pipeline",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by VividTech for Good CIC linking local people to AI and tech jobs; 53 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Wales"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by VividTech for Good CIC linking local people to AI and tech jobs; 53 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "VIBE Amplified: Wales AI and Cyber Talent Pipeline"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "VividTech for Good CIC (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2213",
   "name": "TechFirst Local project: Connecting Talent with AI-powered Tech Jobs in SMEs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Workplus Apprenticeships Ltd linking local people to AI and tech jobs; 40 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Northern Ireland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Workplus Apprenticeships Ltd linking local people to AI and tech jobs; 40 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Connecting Talent with AI-powered Tech Jobs in SMEs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Workplus Apprenticeships Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2214",
   "name": "TechFirst Local project: BRIDGE AI UK",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by ZipCare Ltd linking local people to AI and tech jobs; 11 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by ZipCare Ltd linking local people to AI and tech jobs; 11 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "BRIDGE AI UK (Building Routes from Innovation (universities & startups) to Delivery for Growth-ready Enterprise AI in the UK)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "ZipCare Ltd (lead organisation)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2192"
   ]
  },
  {
   "id": "BIZ-TAL-2216",
   "name": "Barnsley AI Upskilling Challenge Fund",
   "bucket": "prog",
   "status": "closed to applications",
   "status_date": "2026-08-12",
   "status_detail": null,
   "one_line": "£800,000 DSIT fund for AI training for workers, businesses and residents in Barnsley, part of the Barnsley Tech Town initiative.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Barnsley",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "£800,000 DSIT fund for AI training for workers, businesses and residents in Barnsley, part of the Barnsley Tech Town initiative.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/barnsley-tech-towns-800000-ai-skills-fund-opens-for-applications"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/barnsley-tech-towns-800000-ai-skills-fund-opens-for-applications",
     "quotes": [
      "Applications open for the AI Upskilling Challenge Fund"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Barnsley",
   "status_group": "closed to applications",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2217",
   "name": "Phil Smith",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "Chair of Skills England and co-chair of the Digital Skills Council, quoted at the January 2026 expansion of AI Skills Boost.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chair of Skills England and co-chair of the Digital Skills Council, quoted at the January 2026 expansion of AI Skills Boost.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Chair of Skills England and Co-Chair of the Digital Skills Council"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Skills England"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2218",
   "name": "Matt Prebble",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "Head of Accenture in the UK and Ireland; Accenture is an AI Skills Boost partner and bought London AI firm Faculty.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "Head of Accenture in the UK and Ireland; Accenture is an AI Skills Boost partner and bought London AI firm Faculty.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Head of Accenture in the UK and Ireland"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Accenture"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2219",
   "name": "Maureen Costello",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "Vice President, UK, Ireland and Sub-Saharan Africa, Google Cloud; quoted as an AI Skills Boost partner.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "Vice President, UK, Ireland and Sub-Saharan Africa, Google Cloud; quoted as an AI Skills Boost partner.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Vice President, UK, Ireland and Sub-Saharan Africa, Google Cloud"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SVC-030",
     "name": "i.AI Augmented Planning Decisions contract (Google DeepMind, Google Cloud, Faculty)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-030",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2220",
   "name": "Leon Butler",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "Chief Executive of IBM UK and Ireland; quoted as an AI Skills Boost partner.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "Chief Executive of IBM UK and Ireland; quoted as an AI Skills Boost partner.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "Chief Executive, IBM UK and Ireland"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "IBM"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2221",
   "name": "Sarah Walker",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "UK and Ireland Chief Executive of Cisco; quoted as an AI Skills Boost partner.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "UK and Ireland Chief Executive of Cisco; quoted as an AI Skills Boost partner.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "UK and Ireland Chief Executive, Cisco"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-2008",
     "name": "Cisco (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-2008",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2222",
   "name": "Rohit Gupta",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-01-28",
   "status_detail": null,
   "one_line": "UK and Ireland Managing Director of Cognizant; quoted as an AI Skills Boost partner.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "UK and Ireland Managing Director of Cognizant; quoted as an AI Skills Boost partner.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030",
     "quotes": [
      "UK and Ireland Managing Director, Cognizant"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Cognizant"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2223",
   "name": "TechFirst for schools",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst strand for school pupils: practical skills, confidence with AI and a look at careers in tech.",
   "description": "[Round 4, 30 Oct 2026] SERVICES & SKILLS: TechFirst strand for secondary pupils run by regional delivery partners in 11 UK regions (Scotland \"coming soon\"); may be the 2026 form of TechYouth.",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst strand for school pupils: practical skills, confidence with AI and a look at careers in tech.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst",
    "https://www.gov.uk/guidance/techfirst-for-schools"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "TechFirst helps young people gain practical skills, get confident with AI and explore future careers in tech."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/guidance/techfirst-for-schools",
     "quotes": [
      "Helping young people gain practical skills, get confident with AI and explore future careers in tech."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-025",
     "name": "IN4 Group (TechFirst AI Apprenticeship Pathway)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-025",
     "page_label": "Services and skills"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SVC-2057",
     "name": "STEM Learning (TechFirst delivery partner)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2057",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Tech Educators Ltd"
    },
    {
     "kind": "partner_of",
     "name": "Digital Innovators (TechFirst delivery partner)"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2224",
   "name": "TechFirst AI Apprenticeship Pathway",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst strand helping young people at risk of not being in work, education or training into digital apprenticeships.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst strand helping young people at risk of not being in work, education or training into digital apprenticeships.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "help young people at risk of not being in employment, education or training to access digital apprenticeships"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2225",
   "name": "TechFirst Undergraduate Scholarship",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst scholarships giving money and work experience to undergraduates from all backgrounds starting tech careers.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst scholarships giving money and work experience to undergraduates from all backgrounds starting tech careers.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "TechFirst scholarships offer financial support and work experience to help students from all backgrounds kickstart a career in tech."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2226",
   "name": "TechFirst Doctoral Support",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst strand giving financial support and training to people entering doctoral research in tech.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst strand giving financial support and training to people entering doctoral research in tech.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "TechFirst is opening doors into research with financial support and training."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2227",
   "name": "TechFirst Women's Programme",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst strand helping women start, or return to, careers in tech.",
   "description": "[Round 4, 30 Oct 2026] SERVICES & SKILLS: TechFirst strand helping at least 300 women start, return to or progress in tech careers, with AI among its listed growth areas.",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst strand helping women start, or return to, careers in tech.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst",
    "https://www.gov.uk/guidance/techfirst-womens-programme"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "TechFirst is supporting more women to begin - and return - to a rewarding career in tech."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/guidance/techfirst-womens-programme",
     "quotes": [
      "The TechFirst Women’s Programme supports women to start, return to and progress in technology careers across the UK."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2228",
   "name": "TechFirst Community",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "Network of employers, education and community organisations working with government on tech talent under TechFirst.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Network of employers, education and community organisations working with government on tech talent under TechFirst.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/guidance/techfirst"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/guidance/techfirst",
     "quotes": [
      "The TechFirst Community is a network of employers, education and community organisations working with us to nurture tech talent."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-199"
   ]
  },
  {
   "id": "BIZ-TAL-2229",
   "name": "James Wise",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Venture capitalist named in November 2025 to chair the UK government's Sovereign AI Unit.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Venture capitalist named in November 2025 to chair the UK government's Sovereign AI Unit.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "venture capitalist James Wise will chair the Sovereign AI Unit"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Sovereign AI Unit"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2230",
   "name": "Tom Blomfield",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Monzo co-founder and Y Combinator General Partner; named a UK AI Ambassador in November 2025 to champion British start-ups.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "investors and operators",
   "function": "Monzo co-founder and Y Combinator General Partner; named a UK AI Ambassador in November 2025 to champion British start-ups.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Tom Blomfield will champion British start-ups to scale up"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Investors and operators",
     "div": "investors-and-operators"
    }
   ],
   "div_label": "Investors and operators",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-INV-2264",
     "name": "Y Combinator",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2264",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Monzo"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2238"
   ]
  },
  {
   "id": "BIZ-TAL-2231",
   "name": "Simon Johnson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Former IMF Chief Economist; named a UK AI Ambassador in November 2025 to work with public services and businesses.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Former IMF Chief Economist; named a UK AI Ambassador in November 2025 to work with public services and businesses.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Simon Johnson will act as a standard bearer with public services and businesses"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "International Monetary Fund"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2238"
   ]
  },
  {
   "id": "BIZ-TAL-2232",
   "name": "Martin Bellamy",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Chief executive of AI Pathfinder, which the government says is deploying £150 million of GPUs in Northamptonshire.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive of AI Pathfinder, which the government says is deploying £150 million of GPUs in Northamptonshire.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "AI Pathfinder is fast-tracking UK sovereign AI with £150 million GPU deployment in Northamptonshire"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-DC-027",
     "name": "AI Pathfinder",
     "page": "data-centres",
     "href": "../data-centres/#org=BIZ-DC-027",
     "page_label": "Data centres"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2233",
   "name": "David Howson",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "President of Vantage Data Centers, EMEA, quoted in the government's November 2025 AI investment announcement.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "President of Vantage Data Centers, EMEA, quoted in the government's November 2025 AI investment announcement.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "President of Vantage Data Centers, EMEA"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-DC-016",
     "name": "Vantage Data Centers (UK)",
     "page": "data-centres",
     "href": "../data-centres/#org=BIZ-DC-016",
     "page_label": "Data centres"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2234",
   "name": "Hugh Milward",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Vice President, External Affairs, Microsoft UK.",
   "description": null,
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "UK heads of foreign firms",
   "function": "Vice President, External Affairs, Microsoft UK.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Vice President, External Affairs, Microsoft UK"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "UK heads of foreign firms",
     "div": "uk-heads-of-foreign-firms"
    }
   ],
   "div_label": "UK heads of foreign firms",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2235",
   "name": "Charlotte Deane",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Executive Chair of the Engineering and Physical Sciences Research Council (EPSRC), which funds UK AI research and doctoral training.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Executive Chair of the Engineering and Physical Sciences Research Council (EPSRC), which funds UK AI research and doctoral training.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Executive Chair of the Engineering and Physical Sciences Research Council"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference",
     "quotes": [
      "Professor of Structural Bioinformatics at the University of Oxford"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Engineering and Physical Sciences Research Council"
    },
    {
     "kind": "works_at",
     "name": "University of Oxford"
    },
    {
     "kind": "member_of",
     "name": "AI for Science Strategy Expert Group"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2236",
   "name": "Ant (Antony) Rowstron",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Chief Technology Officer of ARIA, the UK research agency funding Safeguarded AI and Scaling Compute.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief Technology Officer of ARIA, the UK research agency funding Safeguarded AI and Scaling Compute.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Chief Technology Officer - ARIA"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-for-science-strategy-expert-group-terms-of-reference/ai-for-science-strategy-expert-group-terms-of-reference",
     "quotes": [
      "Chief Technical Officer at the Advanced Research and Invention Agency"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Advanced Research and Invention Agency (ARIA)"
    },
    {
     "kind": "member_of",
     "name": "AI for Science Strategy Expert Group"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2237",
   "name": "Gopal Ramchurn",
   "bucket": "person",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Chief executive of Responsible AI UK and a professor at the University of Southampton.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chief executive of Responsible AI UK and a professor at the University of Southampton.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "Professor Gopal Ramchurn, University of Southampton and CEO Responsible AI UK said:"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Professor of AI, University of Southampton; CEO, Responsible AI UK"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Responsible AI UK"
    },
    {
     "kind": "works_at",
     "name": "University of Southampton"
    },
    {
     "kind": "member_of",
     "name": "GDS Responsible AI Advisory Panel"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2238",
   "name": "UK AI Ambassadors",
   "bucket": "prog",
   "status": "active",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Government scheme naming public AI ambassadors; the first three (November 2025) were Simon Johnson, Tom Blomfield and Raia Hadsell.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Government scheme naming public AI ambassadors; the first three (November 2025) were Simon Johnson, Tom Blomfield and Raia Hadsell.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "New AI ambassadors will help maximise the benefits of AI for Britain"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-TAL-2230",
    "BIZ-TAL-2231"
   ]
  },
  {
   "id": "BIZ-TAL-2239",
   "name": "Brittany Harris",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "Chief executive and co-founder of Qualis Flow (Qflow), machine-learning software for construction data; on RAEng's EXPLORE 2.0 mission in 2023.",
   "description": null,
   "uk_status": "uk (RAEng Enterprise Hub member; location not stated)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive and co-founder of Qualis Flow (Qflow), machine-learning software for construction data; on RAEng's EXPLORE 2.0 mission in 2023.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf",
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf",
     "quotes": [
      "Qflow is a machine-learning enabled 'software as a service'."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley",
     "quotes": [
      "leveraging AIML to deliver powerful tools that harvest data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SU-IND-035",
     "name": "Qualis Flow",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-035",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-035",
     "name": "Qualis Flow",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-035",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "member_of",
     "name": "Royal Academy of Engineering Enterprise Hub"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2240",
   "name": "Simon Baker",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "Co-founder and CTO of Versed AI, which uses natural language processing and machine learning; RAEng Enterprise Fellow.",
   "description": null,
   "uk_status": "uk (RAEng Enterprise Hub member; location not stated)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Co-founder and CTO of Versed AI, which uses natural language processing and machine learning; RAEng Enterprise Fellow.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/members/simon-baker/",
    "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/members/simon-baker/",
     "quotes": [
      "Co-founder and CTO at Versed AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf",
     "quotes": [
      "uses cutting-edge proprietary natural language processing (NLP) and machine learning"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Versed AI"
    },
    {
     "kind": "works_at",
     "name": "Versed AI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2032"
   ]
  },
  {
   "id": "BIZ-TAL-2241",
   "name": "Hami Bahraynian",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "Chief executive and co-founder of Wluper, which builds voice AI for desk-less workers; on RAEng's EXPLORE 2.0 mission in 2023.",
   "description": null,
   "uk_status": "uk (RAEng Enterprise Hub member; location not stated)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive and co-founder of Wluper, which builds voice AI for desk-less workers; on RAEng's EXPLORE 2.0 mission in 2023.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf",
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/media/2oilj1sh/explore-2-0-cohort-booklet.pdf",
     "quotes": [
      "transforming desk-less work with voice AI."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley",
     "quotes": [
      "leveraging AIML to deliver powerful tools that harvest data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SW-028",
     "name": "Wluper",
     "page": "software",
     "href": "../software/#org=BIZ-SW-028",
     "page_label": "Software and tools"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SW-028",
     "name": "Wluper",
     "page": "software",
     "href": "../software/#org=BIZ-SW-028",
     "page_label": "Software and tools"
    }
   ],
   "label_links": [
    {
     "kind": "member_of",
     "name": "Royal Academy of Engineering Enterprise Hub"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2242",
   "name": "Anas Achouri",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "Chief executive and founder of DONAA; one of five founders RAEng described as using AI and machine learning on its 2023 EXPLORE 2.0 mission.",
   "description": null,
   "uk_status": "uk (RAEng Enterprise Hub member; location not stated)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive and founder of DONAA; one of five founders RAEng described as using AI and machine learning on its 2023 EXPLORE 2.0 mission.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley",
     "quotes": [
      "leveraging AIML to deliver powerful tools that harvest data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SU-IND-2009",
     "name": "DONAA",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-2009",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-2009",
     "name": "DONAA",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-2009",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "member_of",
     "name": "Royal Academy of Engineering Enterprise Hub"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2243",
   "name": "Atif Syed",
   "bucket": "person",
   "status": "active",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "Chief executive and founder of Wootzano; one of five founders RAEng described as using AI and machine learning on its 2023 EXPLORE 2.0 mission.",
   "description": null,
   "uk_status": "uk (RAEng Enterprise Hub member; location not stated)",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "founders and chief executives",
   "function": "Chief executive and founder of Wootzano; one of five founders RAEng described as using AI and machine learning on its 2023 EXPLORE 2.0 mission.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley",
     "quotes": [
      "leveraging AIML to deliver powerful tools that harvest data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Founders and chief executives",
     "div": "founders-and-chief-executives"
    }
   ],
   "div_label": "Founders and chief executives",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "founded_by",
     "id": "BIZ-SU-IND-007",
     "name": "Wootzano",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-007",
     "page_label": "Start-ups"
    },
    {
     "kind": "works_at",
     "id": "BIZ-SU-IND-007",
     "name": "Wootzano",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-007",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "member_of",
     "name": "Royal Academy of Engineering Enterprise Hub"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2244",
   "name": "Global Talent visa (digital technology route)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "UK visa route for leaders in digital technology, including artificial intelligence; GOV.UK names Tech Nation as the endorsing body; up to five years.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "UK visa route for leaders in digital technology, including artificial intelligence; GOV.UK names Tech Nation as the endorsing body; up to five years.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/global-talent-digital-technology",
    "https://www.gov.uk/global-talent"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/global-talent-digital-technology",
     "quotes": [
      "Tech Nation, a UK organisation ('endorsing body') with expertise in your field."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/global-talent",
     "quotes": [
      "Apply for a Global Talent visa to work in the arts, sciences or digital technology"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-NET-004",
     "name": "Tech Nation",
     "page": "networks",
     "href": "../networks/#org=BIZ-NET-004",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2245",
   "name": "Royal Academy of Engineering EXPLORE 2.0",
   "bucket": "prog",
   "status": "completed",
   "status_date": "2023-03-06",
   "status_detail": null,
   "one_line": "RAEng Enterprise Hub mission that took five deep-tech founders using AI and machine learning to Silicon Valley in February 2023.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "RAEng Enterprise Hub mission that took five deep-tech founders using AI and machine learning to Silicon Valley in February 2023.",
   "affiliation": "Talent",
   "sources": [
    "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley"
   ],
   "source_quotes": [
    {
     "url": "https://enterprisehub.raeng.org.uk/enterprise-hub-news/explore-20-takes-five-deep-tech-founders-to-silicon-valley",
     "quotes": [
      "leveraging AIML to deliver powerful tools that harvest data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "completed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Royal Academy of Engineering Enterprise Hub"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2246",
   "name": "Tim Bazalgette",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24",
   "status_detail": null,
   "one_line": "Chief AI Officer at Darktrace, quoted at the September 2026 launch of Darktrace Signal Labs, which researches risks from enterprise AI agents.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Chief AI Officer at Darktrace, quoted at the September 2026 launch of Darktrace Signal Labs, which researches risks from enterprise AI agents.",
   "affiliation": "Talent",
   "sources": [
    "https://www.globenewswire.com/news-release/2026/09/24/3368413/0/en/darktrace-launches-signal-labs-to-research-emerging-risks-of-enterprise-ai-agents.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.globenewswire.com/news-release/2026/09/24/3368413/0/en/darktrace-launches-signal-labs-to-research-emerging-risks-of-enterprise-ai-agents.html",
     "quotes": [
      "Permissions and static guardrails describe intent, but they don't describe behavior.\" (Tim Bazalgette, Chief AI Officer)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-SU-FIN-003",
     "name": "Darktrace (recorded under risk)",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-003",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2247",
   "name": "Stefano Gogioso",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "Leads the Hashberg Ltd project on hyper-optimised tensor contraction for neural-network verification, funded by ARIA's Safeguarded AI programme (TA1.1).",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "researchers",
   "function": "Leads the Hashberg Ltd project on hyper-optimised tensor contraction for neural-network verification, funded by ARIA's Safeguarded AI programme (TA1.1).",
   "affiliation": "Talent",
   "sources": [
    "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai/funded-projects?tabId=applications"
   ],
   "source_quotes": [
    {
     "url": "https://aria.org.uk/opportunity-spaces/trust-everything-everywhere/safeguarded-ai/funded-projects?tabId=applications",
     "quotes": [
      "Hyper-optimised Tensor Contraction for Neural Networks Verification"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Researchers",
     "div": "researchers"
    }
   ],
   "div_label": "Researchers",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "works_at",
     "name": "Hashberg"
    },
    {
     "kind": "funded_by",
     "name": "Advanced Research and Invention Agency (ARIA)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2248",
   "name": "EPSRC CDT in Machine Learning Systems",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in machine-learning systems, led by The University of Edinburgh; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in machine-learning systems, led by The University of Edinburgh; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Machine Learning Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2249",
   "name": "EPSRC and MOD CDT in Sensing, Processing, and AI for Defence and Security (SPADS)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in sensing, processing and AI for defence and security, co-funded with the MOD, led by The University of Edinburgh; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Edinburgh",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in sensing, processing and AI for defence and security, co-funded with the MOD, led by The University of Edinburgh; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC and MOD Centre for Doctoral Training in Sensing, Processing, and AI for Defence and Security (SPADS)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Edinburgh",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Edinburgh"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2250",
   "name": "EPSRC CDT in Robotics and AI for Net Zero",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in robotics and AI for net zero, led by The University of Manchester; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Manchester",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in robotics and AI for net zero, led by The University of Manchester; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Robotics and AI for Net Zero"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Manchester",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "The University of Manchester"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2251",
   "name": "EPSRC CDT in Healthcare Data Science",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in healthcare data science, led by University of Oxford; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Oxford",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in healthcare data science, led by University of Oxford; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Healthcare Data Science"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Oxford",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Oxford"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2252",
   "name": "EPSRC CDT in Autonomous Intelligent Machines and Systems",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in autonomous intelligent machines and systems, led by University of Oxford; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Oxford",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in autonomous intelligent machines and systems, led by University of Oxford; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Autonomous Intelligent Machines and Systems"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "Oxford",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Oxford"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2253",
   "name": "EPSRC CDT in Statistics and Machine Learning",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in statistics and machine learning, led by Imperial College London; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in statistics and machine learning, led by Imperial College London; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Statistics and Machine Learning"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2254",
   "name": "EPSRC CDT in Data-Driven Healthcare (DRIVE-Health)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2024-03-12",
   "status_detail": null,
   "one_line": "EPSRC doctoral training centre in data-driven healthcare, led by King's College London; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "EPSRC doctoral training centre in data-driven healthcare, led by King's College London; announced in UKRI's March 2024 £1 billion doctoral training round.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/1-billion-doctoral-training-investment-announced/",
     "quotes": [
      "EPSRC Centre for Doctoral Training in Data-Driven Healthcare (DRIVE-Health)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": "London",
   "status_group": "listed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "King's College London"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2255",
   "name": "Turing AI Global Fellowships",
   "bucket": "prog",
   "status": "closed to applications",
   "status_date": "2026-03-12",
   "status_detail": null,
   "one_line": "UKRI fellowship (£24.5 million in total, up to £4.5 million each) to bring AI researchers based outside the UK to UK research organisations.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "UKRI fellowship (£24.5 million in total, up to £4.5 million each) to bring AI researchers based outside the UK to UK research organisations.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/opportunity/turing-ai-global-fellowships/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/opportunity/turing-ai-global-fellowships/",
     "quotes": [
      "This fellowship funding opportunity is for exceptional Artificial Intelligence (AI) researchers currently based outside the UK"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "closed to applications",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2030"
   ]
  },
  {
   "id": "BIZ-TAL-2256",
   "name": "Turing AI Pioneer Interdisciplinary Fellowships",
   "bucket": "prog",
   "status": "closed to applications",
   "status_date": "2026-02-24",
   "status_detail": null,
   "one_line": "Invitation-only UKRI fellowship (£22 million) for established researchers applying AI across disciplines; interviews June 2026; projects start 1 October 2026.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "Invitation-only UKRI fellowship (£22 million) for established researchers applying AI across disciplines; interviews June 2026; projects start 1 October 2026.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/opportunity/turing-ai-pioneer-interdisciplinary-fellowships-outline-applications/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/opportunity/turing-ai-pioneer-interdisciplinary-fellowships-outline-applications/",
     "quotes": [
      "This funding opportunity is for established researchers from across UK Research and Innovation (UKRI)’s remit"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes and fellowships",
     "div": "programmes-and-fellowships"
    }
   ],
   "div_label": "Programmes and fellowships",
   "location": null,
   "status_group": "closed to applications",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-TAL-2030"
   ]
  },
  {
   "id": "BIZ-TAL-2257",
   "name": "Jeni Tennison",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24 (page last updated)",
   "status_detail": null,
   "one_line": "Chair of the Government Digital Service's Responsible AI Advisory Panel; Executive Director of Connected by Data.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Chair of the Government Digital Service's Responsible AI Advisory Panel; Executive Director of Connected by Data.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Executive Director, Connected by Data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "GDS Responsible AI Advisory Panel"
    },
    {
     "kind": "works_at",
     "name": "Connected by Data"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2258",
   "name": "Laura Gilbert",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24 (page last updated)",
   "status_detail": null,
   "one_line": "Senior Director of AI at the Tony Blair Institute for Global Change; member of the GDS Responsible AI Advisory Panel.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Senior Director of AI at the Tony Blair Institute for Global Change; member of the GDS Responsible AI Advisory Panel.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Senior Director of AI, Tony Blair Institute for Global Change"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "GDS Responsible AI Advisory Panel"
    },
    {
     "kind": "works_at",
     "name": "Tony Blair Institute for Global Change"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2259",
   "name": "Andrea Jones",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24 (page last updated)",
   "status_detail": null,
   "one_line": "Managing Director of VisVira and Regional Lead for AI Wales; member of the GDS Responsible AI Advisory Panel.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Managing Director of VisVira and Regional Lead for AI Wales; member of the GDS Responsible AI Advisory Panel.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Managing Director, VisVira; Regional Lead, AI Wales"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "member_of",
     "name": "GDS Responsible AI Advisory Panel"
    },
    {
     "kind": "works_at",
     "name": "VisVira"
    },
    {
     "kind": "works_at",
     "name": "AI Wales"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2260",
   "name": "Alice Genevois",
   "bucket": "person",
   "status": "active",
   "status_date": "2026-09-24 (page last updated)",
   "status_detail": null,
   "one_line": "Responsible AI Lead at Lloyds Banking Group; member of the GDS Responsible AI Advisory Panel.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "People",
   "category": "public-sector AI leaders",
   "function": "Responsible AI Lead at Lloyds Banking Group; member of the GDS Responsible AI Advisory Panel.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/groups/gds-responsible-ai-advisory-panel",
     "quotes": [
      "Responsible AI Lead at Lloyds Banking Group"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Public-sector AI leaders",
     "div": "public-sector-ai-leaders"
    }
   ],
   "div_label": "Public-sector AI leaders",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "works_at",
     "id": "BIZ-EST-003",
     "name": "Athena (Lloyds Banking Group)",
     "page": "established",
     "href": "../established/#org=BIZ-EST-003",
     "page_label": "Established firms"
    }
   ],
   "label_links": [
    {
     "kind": "member_of",
     "name": "GDS Responsible AI Advisory Panel"
    }
   ],
   "degree": 0,
   "related_ids": []
  }
 ],
 "links": [
  {
   "source": "BIZ-TAL-178",
   "target": "BIZ-TAL-187",
   "kind": "works_at",
   "evidence": "BIZ-TAL-178 links: works_at → BIZ-TAL-187 (Entrepreneur First)"
  },
  {
   "source": "BIZ-TAL-178",
   "target": "BIZ-TAL-187",
   "kind": "founder_of",
   "evidence": "BIZ-TAL-178 links: founder_of → BIZ-TAL-187 (Entrepreneur First)"
  },
  {
   "source": "BIZ-TAL-179",
   "target": "BIZ-TAL-188",
   "kind": "works_at",
   "evidence": "BIZ-TAL-179 links: works_at → BIZ-TAL-188 (Conception X)"
  },
  {
   "source": "BIZ-TAL-180",
   "target": "BIZ-TAL-189",
   "kind": "works_at",
   "evidence": "BIZ-TAL-180 links: works_at → BIZ-TAL-189 (Creative Destruction Lab Oxford)"
  },
  {
   "source": "BIZ-TAL-181",
   "target": "BIZ-TAL-190",
   "kind": "works_at",
   "evidence": "BIZ-TAL-181 links: works_at → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-181",
   "target": "BIZ-TAL-190",
   "kind": "founder_of",
   "evidence": "BIZ-TAL-181 links: founder_of → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-181",
   "target": "BIZ-TAL-195",
   "kind": "works_at",
   "evidence": "BIZ-TAL-181 links: works_at → BIZ-TAL-195 (Tech Nation, owned by Founders Forum Group)"
  },
  {
   "source": "BIZ-TAL-182",
   "target": "BIZ-TAL-190",
   "kind": "works_at",
   "evidence": "BIZ-TAL-182 links: works_at → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-182",
   "target": "BIZ-TAL-190",
   "kind": "founder_of",
   "evidence": "BIZ-TAL-182 links: founder_of → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-183",
   "target": "BIZ-TAL-190",
   "kind": "works_at",
   "evidence": "BIZ-TAL-183 links: works_at → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-183",
   "target": "BIZ-TAL-190",
   "kind": "founder_of",
   "evidence": "BIZ-TAL-183 links: founder_of → BIZ-TAL-190 (Founders Factory)"
  },
  {
   "source": "BIZ-TAL-184",
   "target": "BIZ-TAL-193",
   "kind": "works_at",
   "evidence": "BIZ-TAL-184 links: works_at → BIZ-TAL-193 (Antler UK)"
  },
  {
   "source": "BIZ-TAL-185",
   "target": "BIZ-TAL-193",
   "kind": "works_at",
   "evidence": "BIZ-TAL-185 links: works_at → BIZ-TAL-193 (Antler UK)"
  },
  {
   "source": "BIZ-TAL-186",
   "target": "BIZ-TAL-193",
   "kind": "works_at",
   "evidence": "BIZ-TAL-186 links: works_at → BIZ-TAL-193 (Antler UK)"
  },
  {
   "source": "BIZ-TAL-187",
   "target": "BIZ-TAL-178",
   "kind": "founded_by",
   "evidence": "BIZ-TAL-187 links: founded_by → BIZ-TAL-178 (Matt Clifford)"
  },
  {
   "source": "BIZ-TAL-187",
   "target": "BIZ-TAL-001",
   "kind": "funded_by",
   "evidence": "BIZ-TAL-187 links: funded_by → BIZ-TAL-001 (Demis Hassabis) (angel, 2022)"
  },
  {
   "source": "BIZ-TAL-187",
   "target": "BIZ-TAL-049",
   "kind": "funded_by",
   "evidence": "BIZ-TAL-187 links: funded_by → BIZ-TAL-049 (Mustafa Suleyman) (angel, 2022)"
  },
  {
   "source": "BIZ-TAL-188",
   "target": "BIZ-TAL-194",
   "kind": "partner_of",
   "evidence": "BIZ-TAL-188 links: partner_of → BIZ-TAL-194"
  },
  {
   "source": "BIZ-TAL-190",
   "target": "BIZ-TAL-181",
   "kind": "founded_by",
   "evidence": "BIZ-TAL-190 links: founded_by → BIZ-TAL-181 (Brent Hoberman)"
  },
  {
   "source": "BIZ-TAL-190",
   "target": "BIZ-TAL-182",
   "kind": "founded_by",
   "evidence": "BIZ-TAL-190 links: founded_by → BIZ-TAL-182 (Henry Lane Fox)"
  },
  {
   "source": "BIZ-TAL-190",
   "target": "BIZ-TAL-183",
   "kind": "founded_by",
   "evidence": "BIZ-TAL-190 links: founded_by → BIZ-TAL-183 (Jim Meyerle)"
  },
  {
   "source": "BIZ-TAL-191",
   "target": "BIZ-TAL-190",
   "kind": "part_of",
   "evidence": "BIZ-TAL-191 links: part_of → BIZ-TAL-190"
  },
  {
   "source": "BIZ-TAL-194",
   "target": "BIZ-TAL-188",
   "kind": "partner_of",
   "evidence": "BIZ-TAL-194 links: partner_of → BIZ-TAL-188"
  },
  {
   "source": "BIZ-TAL-196",
   "target": "BIZ-TAL-195",
   "kind": "part_of",
   "evidence": "BIZ-TAL-196 links: part_of → BIZ-TAL-195"
  },
  {
   "source": "BIZ-TAL-199",
   "target": "BIZ-TAL-051",
   "kind": "partner_of",
   "evidence": "BIZ-TAL-199 links: partner_of → BIZ-TAL-051 (Darren Hardman) (champion)"
  },
  {
   "source": "BIZ-TAL-2002",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2002 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2003",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2003 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2004",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2004 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2005",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2005 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2006",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2006 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2007",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2007 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2008",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2008 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2009",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2009 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2010",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2010 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2011",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2011 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2012",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2012 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2013",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2013 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2014",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2014 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2015",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2015 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2016",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2016 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2017",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2017 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2018",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2018 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2019",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2019 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2020",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2020 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2021",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2021 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2022",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2022 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2023",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2023 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2024",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2024 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2025",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2025 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2026",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2026 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2027",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2027 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2028",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2028 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2029",
   "target": "BIZ-TAL-2001",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2029 links: part_of → UKRI AI Centres for Doctoral Training"
  },
  {
   "source": "BIZ-TAL-2031",
   "target": "BIZ-TAL-2030",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2031 links: part_of → Turing AI Fellowships"
  },
  {
   "source": "BIZ-TAL-2033",
   "target": "BIZ-TAL-2032",
   "kind": "member_of",
   "evidence": "BIZ-TAL-2033 links: member_of → Royal Academy of Engineering Enterprise Fellowships"
  },
  {
   "source": "BIZ-TAL-2034",
   "target": "BIZ-TAL-2032",
   "kind": "member_of",
   "evidence": "BIZ-TAL-2034 links: member_of → Royal Academy of Engineering Enterprise Fellowships"
  },
  {
   "source": "BIZ-TAL-2192",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2192 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2193",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2193 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2193",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2193 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2194",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2194 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2195",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2195 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2196",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2196 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2197",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2197 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2198",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2198 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2199",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2199 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2200",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2200 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2201",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2201 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2202",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2202 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2203",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2203 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2204",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2204 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2205",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2205 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2206",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2206 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2207",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2207 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2208",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2208 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2209",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2209 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2210",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2210 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2211",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2211 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2212",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2212 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2213",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2213 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2214",
   "target": "BIZ-TAL-2192",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2214 links: part_of → TechFirst Local (TechLocal)"
  },
  {
   "source": "BIZ-TAL-2223",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2223 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2224",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2224 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2225",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2225 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2226",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2226 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2227",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2227 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2228",
   "target": "BIZ-TAL-199",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2228 links: part_of → TechFirst"
  },
  {
   "source": "BIZ-TAL-2230",
   "target": "BIZ-TAL-2238",
   "kind": "member_of",
   "evidence": "BIZ-TAL-2230 links: member_of → UK AI Ambassadors"
  },
  {
   "source": "BIZ-TAL-2231",
   "target": "BIZ-TAL-2238",
   "kind": "member_of",
   "evidence": "BIZ-TAL-2231 links: member_of → UK AI Ambassadors"
  },
  {
   "source": "BIZ-TAL-2240",
   "target": "BIZ-TAL-2032",
   "kind": "member_of",
   "evidence": "BIZ-TAL-2240 links: member_of → Royal Academy of Engineering Enterprise Fellowships"
  },
  {
   "source": "BIZ-TAL-2255",
   "target": "BIZ-TAL-2030",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2255 links: part_of → Turing AI Fellowships"
  },
  {
   "source": "BIZ-TAL-2256",
   "target": "BIZ-TAL-2030",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2256 links: part_of → Turing AI Fellowships"
  }
 ],
 "placement_method": {
  "by_sub_page_or_type": 494
 }
}