{
 "title": "UK BUSINESS AI UNIVERSE: Assurance",
 "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": 23
  },
  {
   "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": 5
  },
  {
   "key": "site",
   "label": "Data centres and compute sites",
   "color": "#8e44ad",
   "count": 0
  },
  {
   "key": "org",
   "label": "Networks, bodies, events and media",
   "color": "#34495e",
   "count": 8
  },
  {
   "key": "part",
   "label": "Partnerships and contracts",
   "color": "#e67e22",
   "count": 0
  },
  {
   "key": "prod",
   "label": "Chips, models and products",
   "color": "#e84393",
   "count": 2
  },
  {
   "key": "person",
   "label": "People",
   "color": "#9bbf00",
   "count": 0
  }
 ],
 "divisions": [
  {
   "key": "companies",
   "label": "Companies",
   "count": 19,
   "depts": [
    {
     "dept": "AI governance software",
     "count": 3
    },
    {
     "dept": "Companies",
     "count": 3
    },
    {
     "dept": "AI testing",
     "count": 1
    },
    {
     "dept": "HR technology",
     "count": 1
    },
    {
     "dept": "biometrics",
     "count": 1
    },
    {
     "dept": "health AI evaluation and monitoring",
     "count": 1
    },
    {
     "dept": "health AI evaluation",
     "count": 1
    },
    {
     "dept": "digital health assessment",
     "count": 1
    },
    {
     "dept": "biometrics risk",
     "count": 1
    },
    {
     "dept": "AI assurance frameworks",
     "count": 1
    },
    {
     "dept": "AI ethics assessment",
     "count": 1
    },
    {
     "dept": "AI governance advice",
     "count": 1
    },
    {
     "dept": "AI security",
     "count": 1
    },
    {
     "dept": "creative industries",
     "count": 1
    },
    {
     "dept": "health",
     "count": 1
    }
   ]
  },
  {
   "key": "programmes-tools-and-partnerships",
   "label": "Programmes, tools and partnerships",
   "count": 6,
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "count": 6
    }
   ]
  },
  {
   "key": "standards-certification-and-testing-bodies",
   "label": "Standards, certification and testing bodies",
   "count": 5,
   "depts": [
    {
     "dept": "Standards, certification and testing bodies",
     "count": 4
    },
    {
     "dept": "standards, certification and testing bodies",
     "count": 1
    }
   ]
  },
  {
   "key": "assurance-and-audit-firms",
   "label": "Assurance and audit firms",
   "count": 5,
   "depts": [
    {
     "dept": "Assurance and audit firms",
     "count": 4
    },
    {
     "dept": "assurance and audit firms",
     "count": 1
    }
   ]
  },
  {
   "key": "networks-bodies-events-and-media",
   "label": "Networks, bodies, events and media",
   "count": 2,
   "depts": [
    {
     "dept": "AI governance research",
     "count": 1
    },
    {
     "dept": "standards",
     "count": 1
    }
   ]
  },
  {
   "key": "governance-risk-and-compliance-software",
   "label": "Governance, risk and compliance software",
   "count": 1,
   "depts": [
    {
     "dept": "Governance, risk and compliance software",
     "count": 1
    }
   ]
  }
 ],
 "colleges": [],
 "nodes": [
  {
   "id": "BIZ-NET-020",
   "name": "BCS, The Chartered Institute for IT (The British Computer Society)",
   "bucket": "org",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed at Companies House as a Royal Charter body; its leaders and membership were not confirmed in this pass.",
   "one_line": "The professional body for people working in information technology in the UK.",
   "description": "Companies House lists The British Computer Society as a Royal Charter body, number RC000724, with an officer address at North Star House, North Star Avenue, Swindon. Its membership count, chief executive and AI work were not confirmed on a page opened in this pass. [Round 4, 30 Oct 2026] SAFETY & ASSURANCE: Professional body that chairs the government's AI Assurance Stakeholder Consortium and has called for AI assurance professionals to be registered. [Round 8, 30 Oct 2026] SERVICES & SKILLS: Sets professional standards, ethical AI certifications and Chartered IT Professional (CITP) pathways for AI practitioners. (Services and skills file, row B10-061, line 309.)",
   "uk_status": "uk",
   "company": {
    "ch_number": "RC000724",
    "registered_office": null,
    "incorporated": null,
    "legal_form": "non-profit (Royal Charter body)",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "RC000724",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/RC000724",
    "ch_note": null
   },
   "place": {
    "text": "North Star House, North Star Avenue, Swindon (SN2 1FA)",
    "postcode": "SN2 1FA",
    "lat": 51.565686,
    "lng": -1.789452,
    "region": "England: South West",
    "admin_district": null,
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Sharron Gunn",
     "role": "Chief Executive",
     "from": "2025-09-03",
     "source": "https://www.gov.uk/government/news/investment-in-british-ai-companies-hits-record-levels-as-tech-sec-pitches-uk-as-global-magnet",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "National trade, policy and professional bodies"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Networks, bodies, events and media",
   "category": "National trade, policy and professional bodies",
   "function": "The professional body for people working in information technology in the UK.",
   "affiliation": "Networks and media",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/search?q=british+computer+society",
    "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/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=british+computer+society",
     "quotes": [
      "THE BRITISH COMPUTER SOCIETY\" \"RC000724\"; officer entry \"First Floor, Block D, North Star House, North Star Avenue, Swindon, Wiltshire, England, SN2 1FA"
     ],
     "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": [
      "convened the AI Assurance Stakeholder Consortium, chaired by BCS (the Chartered Institute for IT)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
     "quotes": [
      "called for registration of AI assurance professionals"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "standards, certification and testing bodies",
     "div": "standards-certification-and-testing-bodies"
    }
   ],
   "div_label": "Standards, certification and testing bodies",
   "location": "North Star House, North Star Avenue, Swindon (SN2 1FA)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Networks and media"
  },
  {
   "id": "BIZ-SAFE-002",
   "name": "Holistic AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-06-25",
   "status_detail": "Active at Companies House on 29 October 2026; on 25 June 2026 it announced that Vahé Torossian, a former Microsoft corporate vice president, had joined its board.",
   "one_line": "Sells software that helps large organisations list their AI systems, check them for risks such as bias, and enforce rules while they run; also carries out AI audits.",
   "description": "Holistic AI Limited was incorporated in London on 20 October 2020; its co-founders Emre Kazim and Adriano Koshiyama are co-chief executives. It sells an AI governance platform covering risk mapping, compliance and \"runtime enforcement\", and has published audits, an open-source library and New York City bias audits as GOV.UK assurance case studies. Mozilla Ventures invested in March 2024 (amount not disclosed on the page opened). Its June 2026 board announcement carried a San Francisco dateline, so it now presents itself from the US as well as London. Funding totals were not found on pages opened. [Round 4, 30 Oct 2026] assurance case studies: Five DSIT portfolio case studies: Risk Mitigation Roadmaps; Open Source Library; NYC Bias Audits; Governance, Risk and Compliance Platform; Audits [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 82, as 'Holistic AI') Companies House 12641580; names Dr Emre Kazim and Dr Adriano Koshiyama as co-CEOs (file cites holisticai.com). The £596k grant in the row is held (aggregator source).",
   "uk_status": "uk",
   "company": {
    "ch_number": "12962678",
    "registered_office": "20 Bedford Square, London, United Kingdom, WC1B 3HH",
    "incorporated": "2020-10-20",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12962678",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12962678",
    "ch_note": null
   },
   "place": {
    "text": "London (WC1B 3HH)",
    "postcode": "WC1B 3HH",
    "lat": 51.519286,
    "lng": -0.130945,
    "region": "England: London",
    "admin_district": "Camden",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Emre Kazim",
     "role": "Co-CEO and co-founder",
     "from": null,
     "source": "https://www.holisticai.com/press-release/holistic-ai-welcomes-vahe-torossian-to-its-board-of-directors"
    },
    {
     "name": "Vahé Torossian",
     "role": "board member",
     "from": "2026-06-25",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "note",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "null (Mozilla Ventures investment, amount undisclosed)",
     "kind_as_written": null,
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI governance software",
    "AI audit"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-holistic-ai",
   "type": "Companies",
   "category": "AI governance software",
   "function": "Sells software that helps large organisations list their AI systems, check them for risks such as bias, and enforce rules while they run; also carries out AI audits.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/12962678",
    "https://www.holisticai.com/press-release/holistic-ai-welcomes-vahe-torossian-to-its-board-of-directors",
    "https://www.holisticai.com/media-coverage/mozilla-ventures-invests-in-leading-ai-governance-platform-holistic-ai",
    "https://www.gov.uk/ai-assurance-techniques?page=2",
    "https://www.gov.uk/ai-assurance-techniques"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12962678",
     "quotes": [
      "HOLISTIC AI LIMITED\" \"Active\" \"20 Bedford Square, London, United Kingdom, WC1B 3HH\" \"20 October 2020"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.holisticai.com/press-release/holistic-ai-welcomes-vahe-torossian-to-its-board-of-directors",
     "quotes": [
      "the leading enterprise AI governance platform\" (dated June 25, 2026; San Francisco dateline)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.holisticai.com/media-coverage/mozilla-ventures-invests-in-leading-ai-governance-platform-holistic-ai",
     "quotes": [
      "Mozilla Ventures Invests in Leading AI Governance Platform Holistic AI\" (published March 18, 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Holistic AI: Governance, Risk and Compliance Platform",
      "Holistic AI: Audits\" (case study listing)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Holistic AI: Open Source Library"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI governance software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (WC1B 3HH)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Mozilla Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-004",
   "name": "Advai",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active at Companies House; last confirmation statement dated 5 May 2026, next accounts due by 31 December 2026. Companies House shows ADVAI LTD as Active (checked 31 Oct 2026).",
   "one_line": "Tests AI systems to find where they break, including under deliberate attack, and gives managers a dashboard of AI risk and compliance.",
   "description": "Advai Ltd was incorporated in London on 31 March 2020; its Companies House codes include technical testing and analysis. It has published eight case studies in the GOV.UK AI assurance techniques portfolio, covering adversarial robustness testing of facial verification and identity-verification systems, guardrails for large language models, and Advai Insight, a platform that turns AI risk and robustness metrics into summaries for non-technical decision makers. Its own website could not be opened in this session. [Round 4, 30 Oct 2026] programme: In Plexal's LASR cohort taken to RSA 2026 (US expansion), 24 February 2026 [Round 4, 30 Oct 2026] assurance case studies: Eight case studies in the DSIT portfolio (most of any firm), including guardrails for LLMs, facial verification robustness and computer vision in security [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 47, as 'Advai') names David Sully as chief executive and founder; Companies House 12539772; says Advai is a technical partner to the Financial Conduct Authority and in the LASR RSA 2026 cohort (file cites advai.co.uk).",
   "uk_status": "uk",
   "company": {
    "ch_number": "12540124",
    "registered_office": "20-22 Wenlock Road, London, England, N1 7GU",
    "incorporated": "2020-03-31",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12540124",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12540124",
    "ch_note": null
   },
   "place": {
    "text": "London (N1 7GU)",
    "postcode": "N1 7GU",
    "lat": 51.530737,
    "lng": -0.09371,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI testing",
    "adversarial robustness",
    "defence and security"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-advai",
   "type": "Companies",
   "category": "AI testing",
   "function": "Tests AI systems to find where they break, including under deliberate attack, and gives managers a dashboard of AI risk and compliance.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/12540124",
    "https://www.gov.uk/ai-assurance-techniques/advai-streamlining-ai-governance-with-advai-insight-for-enhanced-robustness-risk-management-and-compliance",
    "https://www.gov.uk/ai-assurance-techniques",
    "https://www.plexal.com/news/top-cyber-ai-security-startups-plexal-us-expansion-rsa-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12540124",
     "quotes": [
      "ADVAI LTD\" \"Active\" \"20-22 Wenlock Road, London, England, N1 7GU\" \"31 March 2020\" \"71200 - Technical testing and analysis"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/advai-streamlining-ai-governance-with-advai-insight-for-enhanced-robustness-risk-management-and-compliance",
     "quotes": [
      "Advai Insight is a platform for enterprises that transform complex AI risks and robustness metrics into digestible\" (published 12 December 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Advai: Robustness Assessment of a Facial Verification System Against Adversarial Attacks",
      "Advai: Robustness Assurance Framework for Guardrail Implementation in Large Language Models (LLMs)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.plexal.com/news/top-cyber-ai-security-startups-plexal-us-expansion-rsa-2026/",
     "quotes": [
      "provides independent testing, compliance assurance and continuous monitoring for secure, high-performing AI systems."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI testing",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (N1 7GU)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-FIN-034",
     "name": "FCA AI Live Testing",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-034",
     "page_label": "Start-ups"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-MOD-023",
     "name": "AI Technical & Data Science Support framework (DAIC, £17.5m)",
     "page": "government",
     "href": "../../government/defence/#org=GOV-MOD-023",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-MOD-024",
     "name": "AI Model Arena",
     "page": "government",
     "href": "../../government/defence/#org=GOV-MOD-024",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-005",
   "name": "Safe Intelligence",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active at Companies House, last confirmation statement 15 May 2026; raised a £4.15m seed round led by Amadeus Capital Partners (UKTN, 20 February 2025). Companies House shows SAFE INTELLIGENCE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Sells software that checks how a trained AI model behaves across very many possible inputs, to find hidden weak points before it is used.",
   "description": "Safe Intelligence is an Imperial College London spin-out. Safe Intelligence Limited was incorporated on 20 July 2021 with Alessio Lomuscio, its chief technology officer, as director; Steven Willmott became a director on 16 January 2025 and is chief executive. UKTN reported on 20 February 2025 that it had \"built a new way of testing AI models\" and closed a £4.15m seed round led by Amadeus Capital Partners, with OTB Ventures and Vsquared Ventures. [Round 4, 30 Oct 2026] LABS: Imperial College spin-out building systems that test and verify machine-learning models to find weaknesses before use. [Labs Round 7, 30 Oct 2026] people: Alessio Lomuscio (CTO); Steven Willmott (chief executive, appointed shortly before Feb 2025) [Labs Round 7, 30 Oct 2026] spun_out_of: Imperial College London [Labs Round 7, 30 Oct 2026] investors_other: OTB Ventures and Vsquared Ventures joined the £4.15m seed led by Amadeus (DEAL-SAFE-002 / DEAL-LAB-2017) [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 70, as 'Safe Intelligence') Companies House 13521100; formal verification and robustness checks of neural networks for aviation, robotics, mobility and finance (file cites safeintelligence.ai). The £4m seed is already in the deals list.",
   "uk_status": "uk",
   "company": {
    "ch_number": "13521100",
    "registered_office": "Demsa Accounts 565 Green Lanes, Haringey, London, England, N8 0RL",
    "incorporated": "2021-07-20",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13521100",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13521100",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office N8 0RL)",
    "postcode": "N8 0RL",
    "lat": 51.582636,
    "lng": -0.100027,
    "region": "England: London",
    "admin_district": "Haringey",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Alessio Lomuscio",
     "role": "CTO and director",
     "from": "2021-07-20",
     "source": "https://find-and-update.company-information.service.gov.uk/company/13521100/officers"
    },
    {
     "name": "Steven Willmott",
     "role": "CEO; director from 2025-01-16",
     "from": null,
     "source": "https://www.uktech.news/ai/safe-intelligence-raises-4m-20250220"
    },
    {
     "name": "Alessio Lomuscio",
     "role": "CTO",
     "from": null,
     "source": "https://www.uktech.news/ai/safe-intelligence-raises-4m-20250220",
     "round4": true
    },
    {
     "name": "Steven Willmott",
     "role": "CEO",
     "from": "2025",
     "source": "https://www.uktech.news/ai/safe-intelligence-raises-4m-20250220",
     "round4": true
    },
    {
     "name": "Steven Willmott",
     "role": "Chief Executive Officer",
     "from": "2025-02",
     "source": "https://safeintelligence.ai/safe-intelligence-raises-4m-to-deliver-advanced-validation-for-reliable-ai/",
     "round4": true
    },
    {
     "name": "Alessio Lomuscio",
     "role": "founder and CTO",
     "from": null,
     "source": "https://safeintelligence.ai/safe-intelligence-raises-4m-to-deliver-advanced-validation-for-reliable-ai/",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4150000,
     "currency": "GBP",
     "date": "2025-02-20",
     "detail": "seed led by Amadeus Capital Partners, with OTB Ventures and Vsquared Ventures",
     "raw": "funding_round: 4150000 GBP 2025-02-20 — seed led by Amadeus Capital Partners, with OTB Ventures and Vsquared Ventures",
     "amount_gbp": 4150000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4.2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI model verification"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-safe-intelligence",
   "type": "Companies",
   "category": "AI model verification",
   "function": "Sells software that checks how a trained AI model behaves across very many possible inputs, to find hidden weak points before it is used.",
   "affiliation": "Safety",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/13521100",
    "https://find-and-update.company-information.service.gov.uk/company/13521100/officers",
    "https://www.uktech.news/ai/safe-intelligence-raises-4m-20250220",
    "https://safeintelligence.ai/safe-intelligence-raises-4m-to-deliver-advanced-validation-for-reliable-ai/",
    "https://safeintelligence.ai/introducing-spec27-spec-driven-validation-for-ai-applications-and-agents/",
    "https://safeintelligence.ai/scalable-neural-network-geometric-robustness-validation-via-holder-optimisation/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13521100",
     "quotes": [
      "Active\" \"565 Green Lanes, Haringey, London, England, N8 0RL\" \"20 July 2021\" \"Last statement dated 15 May 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13521100/officers",
     "quotes": [
      "LOMUSCIO, Alessio\" appointed 20 July 2021; \"WILLMOTT, Steven Nicolas\" appointed 16 January 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/safe-intelligence-raises-4m-20250220",
     "quotes": [
      "built a new way of testing AI models",
      "closed a £4.15m seed funding round\" (dated 20 February 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://safeintelligence.ai/safe-intelligence-raises-4m-to-deliver-advanced-validation-for-reliable-ai/",
     "quotes": [
      "Our mission is to provide tools to radically improve our ability to validate machine learned components"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://safeintelligence.ai/introducing-spec27-spec-driven-validation-for-ai-applications-and-agents/",
     "quotes": [
      "an automated specification-driven validation platform for AI applications and agents"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://safeintelligence.ai/scalable-neural-network-geometric-robustness-validation-via-holder-optimisation/",
     "quotes": [
      "H2V opens the way for validation of robustness in present-day NNs with hundreds of millions of tuneable parameters"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office N8 0RL)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "Amadeus Capital Partners"
    },
    {
     "kind": "funded_by",
     "name": "OTB Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Vsquared Ventures"
    },
    {
     "kind": "spun_out_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "Amadeus Capital Partners"
    },
    {
     "kind": "funded_by",
     "name": "OTB Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Vsquared Ventures"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Safety"
  },
  {
   "id": "BIZ-SAFE-006",
   "name": "Chatterbox Labs",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07-23",
   "status_detail": "Chatterbox Labs Ltd is active at Companies House with a confirmation statement dated 23 July 2026, though its register entry is coded as a non-trading company; its website was live on 29 October 2026.",
   "one_line": "Sells AIMI, software that measures the risks of AI models and agents, such as safety, security and bias, as numbers that firms can act on.",
   "description": "Chatterbox Labs says it was established in 2011 and has offices in London and New York. Its patented AIMI platform gives quantitative risk measures so that AI data and models meet safety, security, transparency and regulatory expectations, with versions for agentic AI and for AI security posture management. Its UK company, renamed from Chatterbox Analytics Ltd in October 2013, is registered in London; its Companies House code is \"Non-trading company\", so trading may run through another entity (not checked). Leaders are not named on the About page.",
   "uk_status": "uk",
   "company": {
    "ch_number": "07860307",
    "registered_office": "20 York Road, London, United Kingdom, SE1 7ND",
    "incorporated": "2011-11-24",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "07860307",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/07860307",
    "ch_note": null
   },
   "place": {
    "text": "London (SE1 7ND)",
    "postcode": "SE1 7ND",
    "lat": 51.503492,
    "lng": -0.11564,
    "region": "England: London",
    "admin_district": "Lambeth",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": {
    "maker": "Chatterbox Labs",
    "launched": null,
    "what_it_does": "AIMI: quantitative AI risk metrics for models, generative AI and agents"
   },
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI risk measurement",
    "AI security testing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI risk measurement",
   "function": "Sells AIMI, software that measures the risks of AI models and agents, such as safety, security and bias, as numbers that firms can act on.",
   "affiliation": "Safety",
   "sources": [
    "https://chatterbox.co/about-us/",
    "https://find-and-update.company-information.service.gov.uk/company/07860307",
    "https://www.qmul.ac.uk/eecs/research/industry-partnerships--commercialisation/spin-out-portfolio/"
   ],
   "source_quotes": [
    {
     "url": "https://chatterbox.co/about-us/",
     "quotes": [
      "Chatterbox Labs was established in 2011.",
      "Our patented AIMI platform was built to address the unintended consequences of AI."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07860307",
     "quotes": [
      "CHATTERBOX LABS LTD\" \"CHATTERBOX ANALYTICS LTD\" (24 Nov 2011 – 11 Oct 2013) \"Active\" \"20 York Road, London, United Kingdom, SE1 7ND\" \"74990 - Non-trading company"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.qmul.ac.uk/eecs/research/industry-partnerships--commercialisation/spin-out-portfolio/",
     "quotes": [
      "explaining, tracing, actioning, scoring bias, testing and detecting weaknesses in AI models pre and post-deployment.\" (Chatterbox Labs entry in the Queen Mary EECS spin-out portfolio)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (SE1 7ND)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "spun_out_of",
     "id": "UNI:queenmary/QMULAI-002",
     "name": "Universities: queenmary/QMULAI-002",
     "page": "universities",
     "href": "https://hazy-wreath-hez6.here.now/queenmary/",
     "page_label": "UK Universities AI Universe (new tab)"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Safety"
  },
  {
   "id": "BIZ-SAFE-008",
   "name": "Enzai",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-12",
   "status_detail": "Active at Companies House with a confirmation statement dated 12 August 2026; last funding found is a US$4m seed round (UKTN, 5 September 2023).",
   "one_line": "Sells software that helps organisations list their AI systems, set rules for them and check that they comply with laws and standards.",
   "description": "Enzai Technologies Limited was incorporated in Belfast on 13 August 2021 and is run by co-founders Ryan Donnelly and Jack Carlisle. Its products, listed as GOV.UK assurance case studies in December 2023, are an AI Governance Hub, an AI Policy Centre, an AI Model Inventory and a Compliance Assessment tool that measures how well systems meet an organisation's own responsible-AI policies. UKTN reported on 5 September 2023 a US$4m (£3.2m) seed round led by Cavalry Ventures, with Seedcamp and Techstart Ventures. [Round 4, 30 Oct 2026] assurance case studies: Four DSIT portfolio case studies: AI Policy Centre; AI Model Inventory; AI Governance Hub; Compliance Assessment Tool",
   "uk_status": "uk",
   "company": {
    "ch_number": "NI681546",
    "registered_office": "Create Lab, 2nd Floor, 17-21 Bruce Street, Belfast, Northern Ireland, BT2 7JD",
    "incorporated": "2021-08-13",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "NI681546",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/NI681546",
    "ch_note": null
   },
   "place": {
    "text": "Belfast (BT2 7JD)",
    "postcode": "BT2 7JD",
    "lat": 54.592521,
    "lng": -5.932916,
    "region": "Northern Ireland",
    "admin_district": "Belfast",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ryan Donnelly",
     "role": "Co-founder",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/northern-ireland/belfast/enzai-seed-20230905"
    },
    {
     "name": "Jack Carlisle",
     "role": "Co-founder",
     "from": null,
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4000000,
     "currency": "USD",
     "date": "2023-09-05",
     "detail": "seed led by Cavalry Ventures (£3.2m)",
     "raw": "funding_round: 4000000 USD 2023-09-05 — seed led by Cavalry Ventures (£3.2m)",
     "amount_gbp": 3186235,
     "fx_rate": 1.2554,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2554 per £ on 2023-09-05",
     "fx_date": "2023-09-05",
     "fx_note": "",
     "txt": "US$4m",
     "gbp_txt": "£3.2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI governance software"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-enzai",
   "type": "Companies",
   "category": "AI governance software",
   "function": "Sells software that helps organisations list their AI systems, set rules for them and check that they comply with laws and standards.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/NI681546",
    "https://www.uktech.news/tech-hubs/northern-ireland/belfast/enzai-seed-20230905",
    "https://www.gov.uk/ai-assurance-techniques/enzai-compliance-assessment-tool",
    "https://www.gov.uk/ai-assurance-techniques"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/NI681546",
     "quotes": [
      "ENZAI TECHNOLOGIES LIMITED\" \"Active\" \"17 - 21 Bruce Street, Belfast, Northern Ireland, BT2 7JD\" \"13 August 2021\" \"Last confirmation statement dated: 12 August 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tech-hubs/northern-ireland/belfast/enzai-seed-20230905",
     "quotes": [
      "scooped $4m (£3.2m) in a seed round\" \"led by Berlin's Cavalry Ventures\" \"Enzai co-founders, Jack Carlisle and Ryan Donnelly"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/enzai-compliance-assessment-tool",
     "quotes": [
      "translate their responsible AI policies into actionable insights\" (published 12 December 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Enzai: AI Governance Hub"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI governance software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Belfast (BT2 7JD)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Cavalry Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Techstart Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-009",
   "name": "Warden AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Latest dated evidence opened is its GOV.UK case study of 26 September 2024; a company named Warden AI Ltd is on the Companies House register in London (company page would not open, so active status not read). Companies House shows WARDEN AI LTD as Active (checked 31 Oct 2026).",
   "one_line": "Checks AI tools used in hiring and HR for bias on a continuing basis and publishes the results for employers and software vendors.",
   "description": "Warden AI provides \"independent, tech-led AI bias auditing\" for HR software platforms and employers. Its platform audits AI systems for bias by sex, race or ethnicity, age, disability and combinations of these, and shares results on live dashboards; the GOV.UK case study links an example audit dashboard for the HR software company Beamery. Warden AI Ltd (incorporated 1 December 2023) has a registered office in Shoreditch, London, and directors Jeffrey Pole and Eduard Schikurski; the link between this company and the Warden AI website was not confirmed on a company page. [Round 4, 30 Oct 2026] assurance case study: DSIT portfolio case study on continuous bias auditing for HR technology",
   "uk_status": "uk",
   "company": {
    "ch_number": "15321282",
    "registered_office": "Shoreditch Exchange, Senna Building, Gorsuch Place, London, England, E2 8JF",
    "incorporated": "2023-12-01",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15321282",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15321282",
    "ch_note": null
   },
   "place": {
    "text": "London (E2 8JF)",
    "postcode": "E2 8JF",
    "lat": 51.530169,
    "lng": -0.075481,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Jeffrey Pole",
     "role": "Director",
     "from": "2023-12-01",
     "source": "https://find-and-update.company-information.service.gov.uk/company/15321282/officers"
    },
    {
     "name": "Eduard Schikurski",
     "role": "Director",
     "from": "2024-02-22",
     "source": null
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "HR technology",
    "bias audit"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-warden-ai",
   "type": "Companies",
   "category": "HR technology",
   "function": "Checks AI tools used in hiring and HR for bias on a continuing basis and publishes the results for employers and software vendors.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques/warden-ai-continuous-bias-auditing-for-hr-tech",
    "https://find-and-update.company-information.service.gov.uk/search?q=warden+ai",
    "https://find-and-update.company-information.service.gov.uk/company/15321282/officers",
    "https://www.gov.uk/ai-assurance-techniques",
    "https://find-and-update.company-information.service.gov.uk/company/15321282"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/warden-ai-continuous-bias-auditing-for-hr-tech",
     "quotes": [
      "independent, tech-led AI bias auditing",
      "continuously audits AI systems for bias across multiple categories\" (published 26 September 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=warden+ai",
     "quotes": [
      "WARDEN AI LTD\" \"15321282\" \"1 December 2023\" \"Shoreditch Exchange, Senna Building",
      "Gorsuch Place, London, England, E2 8JF"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15321282/officers",
     "quotes": [
      "POLE, Jeffrey\" appointed 1 December 2023; \"SCHIKURSKI, Eduard\" appointed 22 February 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Warden AI: Continuous Bias Auditing for HR Tech"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15321282",
     "quotes": [
      "WARDEN AI LTD | Company number 15321282 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "HR technology",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (E2 8JF)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies",
     "id": "BIZ-SU-IND-028",
     "name": "Beamery",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-IND-028",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-010",
   "name": "AI Score",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Came out of stealth with more than US$1m (£760,000) on 10 November 2025 (UKTN); Alex Harland and Benita Tibb became directors of AIScore Limited on 7 January 2026. A later US$5.4m seed (September 2026) is recorded on the Software page (BIZ-SW-025) and was not re-opened here. Companies House shows AISCORE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Makes software that shows organisations, as it happens, how staff and systems use AI, and flags compliance and safety risks.",
   "description": "AI Score is a London start-up founded in 2025. Its co-founder and chief executive is Alex Harland and its co-founder is Benita Tibb. It sells an AI governance and management platform that gives organisations real-time visibility of their AI use. UKTN reported on 10 November 2025 that it had emerged from stealth with more than US$1m (£760,000); no lead investor was named. The register shows AIScore Limited, incorporated 11 April 2025, with Harland and Tibb as directors. Also recorded on the Software page as BIZ-SW-025; the lead researcher should keep one record.",
   "uk_status": "uk",
   "company": {
    "ch_number": "16381026",
    "registered_office": "86-90 Paul Street, 3rd Floor, London, England, EC2A 4NE",
    "incorporated": "2025-04-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "16381026",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16381026",
    "ch_note": null
   },
   "place": {
    "text": "London (EC2A 4NE)",
    "postcode": "EC2A 4NE",
    "lat": 51.525617,
    "lng": -0.083602,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Alex Harland",
     "role": "Co-founder and CEO; director from 2026-01-07",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-governance-startup-emerges-from-stealth-with-funding-20251110"
    },
    {
     "name": "Benita Tibb",
     "role": "Co-founder; director from 2026-01-07",
     "from": "same",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 760000,
     "currency": "GBP",
     "date": "2025-11-10",
     "detail": "pre-seed on leaving stealth (more than US$1m)",
     "raw": "funding_round: 760000 GBP 2025-11-10 — pre-seed on leaving stealth (more than US$1m)",
     "amount_gbp": 760000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£760,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI governance software"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SW-025",
   "package1_id": null,
   "type": "Companies",
   "category": "AI governance software",
   "function": "Makes software that shows organisations, as it happens, how staff and systems use AI, and flags compliance and safety risks.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.uktech.news/ai/ai-governance-startup-emerges-from-stealth-with-funding-20251110",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-zilch-ai-score-20251114",
    "https://find-and-update.company-information.service.gov.uk/company/16381026/officers",
    "https://find-and-update.company-information.service.gov.uk/company/16381026"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-governance-startup-emerges-from-stealth-with-funding-20251110",
     "quotes": [
      "a London-based startup",
      "co-founder and chief executive of AI Score\" (dated 10 November 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-zilch-ai-score-20251114",
     "quotes": [
      "Founded in 2025, AI Score is a governance management platform for artificial intelligence systems."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16381026/officers",
     "quotes": [
      "HARLAND, Alex\" appointed 7 January 2026; \"TIBB, Benita\" appointed 7 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16381026",
     "quotes": [
      "AISCORE LIMITED | Company number 16381026 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI governance software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (EC2A 4NE)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "same_as",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    },
    {
     "kind": "same_as",
     "id": "BIZ-SW-025",
     "name": "AI Score",
     "page": "software",
     "href": "../software/#org=BIZ-SW-025",
     "page_label": "Software and tools"
    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2109",
     "name": "Fuel Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2109",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-2109",
     "name": "Fuel Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2109",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2113",
     "name": "GALLOS Technologies",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2113",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-2113",
     "name": "GALLOS Technologies",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2113",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-014",
   "name": "Cytix",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-12",
   "status_detail": "Raised a US$7m (£5.1m) Series A led by Northern Gritstone (UKTN, 12 August 2026).",
   "one_line": "Checks and logs the code changes that AI coding tools make, to catch security holes in software written with AI.",
   "description": "Cytix is a Manchester cyber security company whose software plugs into a firm's software development process to check and log changes made by AI coding tools, aiming to \"address security vulnerabilities in AI-driven software development\". Ben Armstrong is chief executive. On 12 August 2026 UKTN reported a US$7m (£5.1m) Series A led by Northern Gritstone. Cytix Ltd was incorporated on 12 April 2022 with a Manchester registered office. Scope edge: it secures software made with AI rather than AI models themselves. [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 114, as 'Cytix') names Thomas Ballin as co-founder; Series A backers also include PXN Ventures and British Business Bank (file cites uktech.news 2026-08-12). The round is already in the deals list.",
   "uk_status": "uk",
   "company": {
    "ch_number": "14043556",
    "registered_office": "101 Princess Street, Manchester, England, M1 6DD",
    "incorporated": "2022-04-12",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14043556",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14043556",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M2 4JQ)",
    "postcode": "M1 6DD",
    "lat": 53.477242,
    "lng": -2.23942,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ben Armstrong",
     "role": "CEO",
     "from": null,
     "source": "https://www.uktech.news/cybersecurity/manchester-cyber-startup-cytix-raises-5m-to-tackle-ai-software-risk-20260812"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 7000000,
     "currency": "USD",
     "date": "2026-08-12",
     "detail": "Series A led by Northern Gritstone (£5.1m)",
     "raw": "funding_round: 7000000 USD 2026-08-12 — Series A led by Northern Gritstone (£5.1m)",
     "amount_gbp": 5181731,
     "fx_rate": 1.3509,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3509 per £ on 2026-08-12",
     "fx_date": "2026-08-12",
     "fx_note": "",
     "txt": "US$7m",
     "gbp_txt": "£5.2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "application security",
    "AI-written code"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.registered_office",
     "text": "company.registered_office → 101 Princess Street, Manchester, England, M1 6DD (the record's \"64 Cross Street, Manchester, M2 4JQ\" came from the search listing and is out of date); place postcode → M1 6DD"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "application security",
   "function": "Checks and logs the code changes that AI coding tools make, to catch security holes in software written with AI.",
   "affiliation": "Safety",
   "sources": [
    "https://www.uktech.news/cybersecurity/manchester-cyber-startup-cytix-raises-5m-to-tackle-ai-software-risk-20260812",
    "https://find-and-update.company-information.service.gov.uk/search?q=cytix",
    "https://find-and-update.company-information.service.gov.uk/company/14043556"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/cybersecurity/manchester-cyber-startup-cytix-raises-5m-to-tackle-ai-software-risk-20260812",
     "quotes": [
      "address security vulnerabilities in AI-driven software development",
      "$7m (£5.1m) Series A funding round",
      "led by Northern Gritstone"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=cytix",
     "quotes": [
      "CYTIX LTD\" \"14043556\" \"Incorporated on 12 April 2022\" \"64 Cross Street, Manchester, England, M2 4JQ"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14043556",
     "quotes": [
      "CYTIX LTD",
      "101 Princess Street, Manchester, England, M1 6DD",
      "Active",
      "12 April 2022",
      "63120 - Web portals"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Manchester (M2 4JQ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Safety"
  },
  {
   "id": "BIZ-SAFE-015",
   "name": "iProov",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "On 19 May 2026 launched iProov Verified Meetings, which checks video-call participants for deepfakes. Companies House shows IPROOV LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Checks that a face on camera belongs to a real, present person, and detects deepfakes, for identity checks and video calls.",
   "description": "iProov is a London company founded and led by Andrew Bud. It sells face biometric checks for remote identity verification, including detection of deepfakes and presentation attacks. On 19 May 2026 it launched Verified Meetings, a plug-in for video-conferencing tools that uses \"imagery analysis to detect deepfakes and presentation attacks\", confirms the feed comes from a physical camera, and shows the host a red, amber or green status. iProov Limited was incorporated on 30 November 2011. Its press footer gives 10 York Road, London SE1 7ND; the registered office is in Jermyn Street. [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 215, as 'iProov') Companies House 07866563; says Verified Meetings is listed on G-Cloud (file cites iproov.com).",
   "uk_status": "uk",
   "company": {
    "ch_number": "07866563",
    "registered_office": "14 Bank Chambers, 25 Jermyn Street, London, England, SW1Y 6HR",
    "incorporated": "2011-11-30",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "07866563",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/07866563",
    "ch_note": null
   },
   "place": {
    "text": "10 York Road, London (SE1 7ND)",
    "postcode": "SE1 7ND",
    "lat": 51.503492,
    "lng": -0.11564,
    "region": "England: London",
    "admin_district": "Lambeth",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Andrew Bud",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://www.iproov.com/press/verified-meetings-announcement-tackle-deepfake-video-calls"
    }
   ],
   "money": [],
   "site": null,
   "product": {
    "maker": "iProov",
    "launched": "2026-05-19",
    "what_it_does": "Verified Meetings: deepfake and identity checks on video-call participants"
   },
   "dsit_domains": [
    "Perceptual systems",
    "AI security and assurance"
   ],
   "sectors": [
    "biometrics",
    "deepfake detection",
    "identity verification"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SU-FIN-016",
   "package1_id": null,
   "type": "Companies",
   "category": "biometrics",
   "function": "Checks that a face on camera belongs to a real, present person, and detects deepfakes, for identity checks and video calls.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.iproov.com/press/verified-meetings-announcement-tackle-deepfake-video-calls",
    "https://find-and-update.company-information.service.gov.uk/search?q=iproov",
    "https://find-and-update.company-information.service.gov.uk/company/07866563"
   ],
   "source_quotes": [
    {
     "url": "https://www.iproov.com/press/verified-meetings-announcement-tackle-deepfake-video-calls",
     "quotes": [
      "imagery analysis to detect deepfakes and presentation attacks",
      "founder and CEO of iProov\" (dated May 19, 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=iproov",
     "quotes": [
      "IPROOV LIMITED\" \"07866563\" \"30 November 2011\" \"25, Jermyn Street,, London, England, SW1Y 6HR"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07866563",
     "quotes": [
      "IPROOV LIMITED | Company number 07866563 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "biometrics",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "10 York Road, London (SE1 7ND)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: buys_from",
     "id": "BIZ-SU-FIN-030",
     "name": "Thirdfort",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-030",
     "page_label": "Start-ups"
    },
    {
     "kind": "same_as",
     "id": "BIZ-SU-FIN-016",
     "name": "iProov",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-016",
     "page_label": "Start-ups"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-DCMS-016",
     "name": "GOV.UK One Login — Genuine Presence Assurance Algorithm (liveness and likeness checks)",
     "page": "government",
     "href": "../../government/dcms/#org=GOV-DCMS-016",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-016",
   "name": "Newton's Tree",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active at Companies House, last confirmation statement 7 January 2026; launched a Global AI Evaluation Service across the UK, US and Europe on 21 November 2025. Companies House shows NEWTON'S TREE LTD as Active (checked 31 Oct 2026).",
   "one_line": "Runs a platform through which hospitals test, install and keep watch on AI products, and an evaluation service for health AI.",
   "description": "Newton's Tree is a health technology company led by founder and chief executive Haris Shuaib, an NHS consultant clinical scientist. Its platform lets health organisations assess, deploy and monitor third-party AI products, and its Federated AI Monitoring Service is a GOV.UK assurance case study. On 21 November 2025 (London dateline) it launched a Global AI Evaluation Service for validating health AI products, with Great Ormond Street Hospital, Leeds Teaching Hospitals NHS Trust, NHS Greater Glasgow and Clyde, the German Medical Institute and Tanner Health as first participants. Newton's Tree Ltd was incorporated on 8 January 2023 with a Crawley registered office. [Round 4, 30 Oct 2026] grant: AISI Systemic Safety Grant (up to £200,000) for project \"CLIO: Clinical LLM Integration and Oversight\", announced 3 April 2025 (AISI spells it \"Newtons Tree\") [Round 4, 30 Oct 2026] government recognition: Named on the AI Opportunities Action Plan tracker (action R29, \"Commitment Met\") as a funded project building a prototype AI monitoring platform for healthcare [Round 4, 30 Oct 2026] assurance case study: DSIT portfolio case study on its federated monitoring service [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 81, as 'Newton's Tree') Haris Shuaib founder and chief executive; Companies House 14578012; says it holds a £200k AISI Systemic Safety Grant for the WAIS project (file cites newtonstree.ai, aisi.gov.uk).",
   "uk_status": "uk",
   "company": {
    "ch_number": "14577546",
    "registered_office": "3 Redwood Close, Crawley, England, RH10 8JL",
    "incorporated": "2023-01-08",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14577546",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14577546",
    "ch_note": null
   },
   "place": {
    "text": "Crawley (registered office RH10 8JL); releases datelined London",
    "postcode": "RH10 8JL",
    "lat": 51.125868,
    "lng": -0.185467,
    "region": "England: South East",
    "admin_district": "Crawley",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Haris Shuaib",
     "role": "Founder and CEO; director from 2023-01-08",
     "from": null,
     "source": "https://www.newtonstree.ai/post/global-ai-evaluation-service-launched-across-uk-us-and-europe"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance",
    "AI implementation"
   ],
   "sectors": [
    "health AI evaluation and monitoring"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-newtons-tree",
   "type": "Companies",
   "category": "health AI evaluation and monitoring",
   "function": "Runs a platform through which hospitals test, install and keep watch on AI products, and an evaluation service for health AI.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.newtonstree.ai/post/global-ai-evaluation-service-launched-across-uk-us-and-europe",
    "https://find-and-update.company-information.service.gov.uk/company/14577546",
    "https://find-and-update.company-information.service.gov.uk/company/14577546/officers",
    "https://www.gov.uk/ai-assurance-techniques",
    "https://www.aisi.gov.uk/blog/strengthening-ai-resilience",
    "https://delivery.ai.gov.uk/29/"
   ],
   "source_quotes": [
    {
     "url": "https://www.newtonstree.ai/post/global-ai-evaluation-service-launched-across-uk-us-and-europe",
     "quotes": [
      "providing validation services for AI healthcare products\" (London, 21 November 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14577546",
     "quotes": [
      "Active\" \"3 Redwood Close, Crawley, England, RH10 8JL\" \"8 January 2023\" \"Last statement dated 7 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14577546/officers",
     "quotes": [
      "SHUAIB, Mohammad Haris\" Director, appointed 8 January 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Newton's Tree's Federated AI Monitoring Service (FAMOS)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.aisi.gov.uk/blog/strengthening-ai-resilience",
     "quotes": [
      "CLIO: Clinical LLM Integration and Oversight"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://delivery.ai.gov.uk/29/",
     "quotes": [
      "DSIT has strengthened the UK AI assurance ecosystem through investment in research, tools and institutional capacity."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "health AI evaluation and monitoring",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Crawley (registered office RH10 8JL); releases datelined London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SU-HLT-029",
     "name": "Newton's Tree",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-HLT-029",
     "page_label": "Start-ups"
    },
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Health And Social Care (Government page)",
     "page": "government",
     "href": "../../government/health/",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [
    {
     "kind": "supplies",
     "name": "Leeds Teaching Hospitals NHS Trust"
    },
    {
     "kind": "supplies",
     "name": "Great Ormond Street Hospital"
    },
    {
     "kind": "supplies",
     "name": "NHS Greater Glasgow and Clyde"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-017",
   "name": "Aival",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Its two products are listed in the GOV.UK AI assurance techniques portfolio (opened 29 October 2026); no dated company evidence, registration or website could be opened in this session.",
   "one_line": "Provides software for hospitals to test, compare and monitor AI products, such as radiology AI, on their own data.",
   "description": "Aival has two GOV.UK assurance case studies: Aival Evaluate, which validates third-party AI products for performance, fairness, robustness and explainability on a customer's internal data, and Aival Monitor, which tracks how a deployed AI product performs over time. A Companies House search for \"Aival\" returned no matching company, so its legal name is unknown. Location and founders were not confirmed in this session. [Round 4, 30 Oct 2026] START-UPS: Software that lets clinical users independently validate commercial radiology AI products at their own sites; UKRI Accelerating trustworthy AI phase 2. [Round 4, 30 Oct 2026] assurance case studies: Two DSIT portfolio case studies (Aival Monitor; Aival Evaluate, both with Aival Analysis Lab)",
   "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 security and assurance"
   ],
   "sectors": [
    "health AI evaluation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-aival",
   "type": "Companies",
   "category": "health AI evaluation",
   "function": "Provides software for hospitals to test, compare and monitor AI products, such as radiology AI, on their own data.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=Aival+Limited",
    "https://www.ukri.org/news/19-million-to-accelerate-trustworthy-and-responsible-ai/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Aival Evaluate, Aival Analysis Lab: Validating third-party AI by assessing performance, fairness, robustness and explainability on internal data"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=Aival+Limited",
     "quotes": [
      "AIVALUATE LIMITED\" \"16419152\" \"Incorporated on 30 April 2025",
      "AIVALUELAB LIMITED\" \"17156786\" (no \"AIVAL LIMITED\" listed)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukri.org/news/19-million-to-accelerate-trustworthy-and-responsible-ai/",
     "quotes": [
      "Accelerating trustworthy AI in radiology: scalable software for clinical users to independently validate commercial products at local sites"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "health AI evaluation",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI Technology Missions Fund (Accelerating trustworthy AI)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-018",
   "name": "ORCHA",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07-01",
   "status_detail": "Website live with 2026 copyright; its AI Risk Profiler page cites a working paper submitted in July 2026 and a journal paper planned for the second half of 2026.",
   "one_line": "Assesses digital health apps and health AI products for safety, privacy and quality, and offers a tool that profiles the risks of health AI.",
   "description": "ORCHA (ORCHA Health Ltd, incorporated 7 March 2014) has its main office at Sci-Tech Daresbury in Cheshire, with offices in London and Boston. It assesses digital health products for health systems. Its AI Risk Profiler takes a developer's answers about each AI feature, applies a six-step framework, and reports which AI risks are active, how severe they are, and where mitigations fall short; it gives a gap analysis rather than a pass or fail.",
   "uk_status": "uk",
   "company": {
    "ch_number": "08927511",
    "registered_office": "The Innovation Centre, Sci-Tech Daresbury, Keckwick Lane, Daresbury, Warrington, England, WA4 4FS",
    "incorporated": "2014-03-07",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "08927511",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/08927511",
    "ch_note": null
   },
   "place": {
    "text": "Sci-Tech Daresbury, Cheshire (WA4 4FS)",
    "postcode": "WA4 4FS",
    "lat": 53.345237,
    "lng": -2.639191,
    "region": "England: North West",
    "admin_district": "Halton",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": {
    "maker": "ORCHA",
    "launched": null,
    "what_it_does": "AI Risk Profiler: reports which AI risks a health technology carries and how serious they are"
   },
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "digital health assessment"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-orcha",
   "type": "Companies",
   "category": "digital health assessment",
   "function": "Assesses digital health apps and health AI products for safety, privacy and quality, and offers a tool that profiles the risks of health AI.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.orchahealth.com/solutions/ai-risk-profiler",
    "https://www.orchahealth.com/contact",
    "https://find-and-update.company-information.service.gov.uk/search?q=orcha"
   ],
   "source_quotes": [
    {
     "url": "https://www.orchahealth.com/solutions/ai-risk-profiler",
     "quotes": [
      "tells you which AI risks a health technology has",
      "uses the same methodology, taxonomy, and risk activation logic on every product"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.orchahealth.com/contact",
     "quotes": [
      "The Innovation Centre, Sci-Tech Daresbury, Keckwick Lane, Daresbury, Cheshire, WA4 4FS",
      "Spaces 307 Euston Road London NW1 3AD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=orcha",
     "quotes": [
      "ORCHA HEALTH LTD\" \"08927511\" \"7 March 2014\" \"Sci-Tech Daresbury Keckwick Lane, Daresbury, Warrington, England, WA4 4FS"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "digital health assessment",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Sci-Tech Daresbury, Cheshire (WA4 4FS)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-019",
   "name": "Anekanta AI",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Two case studies are listed in the GOV.UK AI assurance portfolio (opened 29 October 2026); Companies House search for Anekanta failed in this session and its website was not opened, so no current dated evidence was found.",
   "one_line": "Assesses the risks of high-risk AI, especially facial recognition and other biometric systems, for organisations that build or use it.",
   "description": "Anekanta AI has two GOV.UK assurance case studies: an AI Risk Intelligence System for biometric and high-risk AI, and a Facial Recognition Privacy Impact Risk Assessment System for verification and remote biometric identification. The earlier pass placed it in Wirral and named Pauline Norstrom as founder and chief executive; neither was re-confirmed in this session. [Round 4, 30 Oct 2026] assurance case studies: Two DSIT portfolio case studies: facial recognition privacy impact risk assessment, and AI Risk Intelligence System for biometric and high-risk AI",
   "uk_status": "uk",
   "company": {
    "ch_number": "13778239",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13778239",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13778239",
    "ch_note": null
   },
   "place": {
    "text": "Wirral (CH62 2DN)",
    "postcode": "CH62 2DN",
    "lat": 53.334176,
    "lng": -2.979236,
    "region": "England: North West",
    "admin_district": "Wirral",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance",
    "Perceptual systems"
   ],
   "sectors": [
    "biometrics risk",
    "AI governance advice"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Wirral (registered office, CH62 2DN) — region: England: North West (record had null)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": "biz-anekanta-ai",
   "type": "Companies",
   "category": "biometrics risk",
   "function": "Assesses the risks of high-risk AI, especially facial recognition and other biometric systems, for organisations that build or use it.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques",
    "https://www.gov.uk/ai-assurance-techniques?page=2",
    "https://find-and-update.company-information.service.gov.uk/company/13778239"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Anekanta® AI: Facial Recognition Privacy Impact Risk Assessment System™ (for verification and remote biometric identification)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Anekanta AI: AI Risk Intelligence System for biometric and high-risk AI"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13778239",
     "quotes": [
      "ANEKANTA AI LTD\" \"Stanhope House, Mark Rake, Wirral, United Kingdom, CH62 2DN\" \"Active\" \"2 December 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "biometrics risk",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Wirral (CH62 2DN)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-020",
   "name": "CarefulAI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active at Companies House; renamed from Experto Crede Limited on 3 December 2020; last confirmation statement 8 September 2025. Companies House shows CAREFULAI LTD as Active (checked 31 Oct 2026).",
   "one_line": "Offers methods for checking AI, including a decision framework for building and deploying AI and a way of testing chatbot prompts with subject experts.",
   "description": "CarefulAI Ltd, registered in Cwmbran, Wales, was incorporated in 1999 as Experto Crede Limited and took its current name in December 2020. Its GOV.UK assurance case studies cover PRIDAR, an assurance framework for decisions on AI development and deployment, and PLIM, a prompt-improvement method for large language models. Leaders were not identified in this session. [Round 4, 30 Oct 2026] assurance case studies: Two DSIT portfolio case studies: Prompt-LLM Improvement Method (PLIM) and the PRIDAR Assurance Framework",
   "uk_status": "uk",
   "company": {
    "ch_number": "03838140",
    "registered_office": "Springboard Technium, Llantarnam Industrial Park, Cwmbran, Wales, NP44 3AW",
    "incorporated": "1999-09-08",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "03838140",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/03838140",
    "ch_note": null
   },
   "place": {
    "text": "Cwmbran (NP44 3AW)",
    "postcode": "NP44 3AW",
    "lat": 51.634938,
    "lng": -3.015943,
    "region": "Wales",
    "admin_district": "Torfaen",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI assurance frameworks"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-carefulai",
   "type": "Companies",
   "category": "AI assurance frameworks",
   "function": "Offers methods for checking AI, including a decision framework for building and deploying AI and a way of testing chatbot prompts with subject experts.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/03838140",
    "https://www.gov.uk/ai-assurance-techniques?page=2",
    "https://www.gov.uk/ai-assurance-techniques"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/03838140",
     "quotes": [
      "CAREFULAI LTD\" \"EXPERTO CREDE LIMITED\" (08 Sep 1999 - 03 Dec 2020) \"Active\" \"Springboard Technium, Llantarnam Industrial Park, Cwmbran, Wales, NP44 3AW"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Careful AI: PRIDAR Assurance Framework"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "CarefulAI: Prompt-LLM Improvement Method (PLIM)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI assurance frameworks",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Cwmbran (NP44 3AW)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-021",
   "name": "Trilateral Research",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active at Companies House; last confirmation statement 20 September 2025, last accounts to 31 March 2025. Companies House shows TRILATERAL RESEARCH LTD as Active (checked 31 Oct 2026).",
   "one_line": "Carries out ethical and risk assessments of AI for public bodies and builds AI tools used to protect children.",
   "description": "Trilateral Research Ltd was incorporated on 20 September 2013 and is registered in Knightsbridge, London. Its GOV.UK assurance case study covers ethical impact assessment, risk assessment, transparency reporting, bias mitigation and co-design of AI used to safeguard children. Leaders and its Irish operations were not confirmed in this session. [Round 4, 30 Oct 2026] assurance case study: DSIT portfolio case study on ethical and risk assessment of AI used to safeguard children [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 84, as 'Trilateral Research') Companies House 05279325; names Kush Wadhwa as chief executive (file cites trilateralresearch.com).",
   "uk_status": "uk",
   "company": {
    "ch_number": "08698690",
    "registered_office": "One Knightsbridge Green, 5th Floor, London, United Kingdom, SW1X 7QA",
    "incorporated": "2013-09-20",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "08698690",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/08698690",
    "ch_note": null
   },
   "place": {
    "text": "London (SW1X 7QA)",
    "postcode": "SW1X 7QA",
    "lat": 51.500942,
    "lng": -0.162904,
    "region": "England: London",
    "admin_district": "Westminster",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI ethics assessment",
    "public sector",
    "child safeguarding"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-trilateral-research",
   "type": "Companies",
   "category": "AI ethics assessment",
   "function": "Carries out ethical and risk assessments of AI for public bodies and builds AI tools used to protect children.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/08698690",
    "https://www.gov.uk/ai-assurance-techniques?page=2"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/08698690",
     "quotes": [
      "TRILATERAL RESEARCH LTD\" \"Active\" \"One Knightsbridge Green, 5th Floor, London, United Kingdom, SW1X 7QA\" \"20 September 2013"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Trilateral Research: Ethical impact assessment, risk assessment, transparency reporting, bias mitigation and co-design of AI used to safeguard children"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI ethics assessment",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (SW1X 7QA)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-022",
   "name": "Best Practice AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2023-06-06",
   "status_detail": "Latest evidence opened is its GOV.UK case study published 6 June 2023; current status not confirmed.",
   "one_line": "Advises organisations on AI governance; wrote an explainability statement for a consumer health symptom checker that uses AI.",
   "description": "Best Practice AI worked with a consumer digital healthcare company and AI law experts \"to develop an Explainability Statement for an AI-enabled smart symptom checker\", published as a GOV.UK assurance case study on 6 June 2023. A company named Best Practice Artificial Intelligence Limited (11312967, incorporated 17 April 2018, Epsom) is on the register, but this session did not confirm it is the same organisation, so no number is recorded. [Round 4, 30 Oct 2026] assurance case study: DSIT portfolio case study on an explainability statement for an AI medical symptom checker",
   "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 security and assurance"
   ],
   "sectors": [
    "AI governance advice",
    "explainability"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI governance advice",
   "function": "Advises organisations on AI governance; wrote an explainability statement for a consumer health symptom checker that uses AI.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques/best-practice-ai-developing-an-explainability-statement-for-an-ai-enabled-medical-symptom-checker",
    "https://www.gov.uk/ai-assurance-techniques?page=2"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/best-practice-ai-developing-an-explainability-statement-for-an-ai-enabled-medical-symptom-checker",
     "quotes": [
      "worked with a consumer digital healthcare company",
      "to develop an Explainability Statement for an AI-enabled smart symptom checker\" (published 6 June 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Best Practice AI: Developing an explainability statement for an AI-enabled medical symptom checker"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI governance advice",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-023",
   "name": "Centre for the Governance of AI (GovAI UK)",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Its UK company, Centre for the Governance of AI, a company limited by guarantee, was incorporated on 7 August 2024 and is active, registered in London and coded as non-trading. Companies House shows CENTRE FOR THE GOVERNANCE OF AI as Active (checked 31 Oct 2026).",
   "one_line": "A non-profit that researches how governments and companies should govern advanced AI.",
   "description": "The Centre for the Governance of AI is a non-profit research organisation on AI governance. Its UK arm is a company limited by guarantee without share capital, incorporated on 7 August 2024, with a registered office at 20 Old Bailey, London. The earlier pass described a US 501(c)(3) parent and an Oxford origin in the Future of Humanity Institute; those points were not re-opened in this session. [Labs Round 7, 30 Oct 2026] Listed on Labs (AI safety research)",
   "uk_status": "uk",
   "company": {
    "ch_number": "15883729",
    "registered_office": "Third Floor, 20 Old Bailey, London, United Kingdom, EC4M 7AN",
    "incorporated": "2024-08-07",
    "legal_form": "non-profit (company limited by guarantee)",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15883729",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15883729",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office EC4M 7AN)",
    "postcode": "EC4M 7AN",
    "lat": 51.515715,
    "lng": -0.10238,
    "region": "England: London",
    "admin_district": "City of London",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ben Garfinkel",
     "role": "Executive Director",
     "from": "2021",
     "source": "https://www.governance.ai/about-us",
     "round4": true
    },
    {
     "name": "John Halstead",
     "role": "Director of Research",
     "from": "not stated",
     "source": "https://www.governance.ai/people",
     "round4": true
    },
    {
     "name": "Valerie Belu",
     "role": "Director of Talent",
     "from": "not stated",
     "source": "https://www.governance.ai/people",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI governance research"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-centre-for-the-governance-of-ai",
   "type": "Networks, bodies, events and media",
   "category": "AI governance research",
   "function": "A non-profit that researches how governments and companies should govern advanced AI.",
   "affiliation": "Assurance",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/15883729",
    "https://www.governance.ai/about-us",
    "https://www.governance.ai/post/the-centre-for-the-governance-of-ai-has-relaunched",
    "https://www.governance.ai/people"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15883729",
     "quotes": [
      "CENTRE FOR THE GOVERNANCE OF AI\" \"Active\" \"Third Floor, 20 Old Bailey, London, United Kingdom, EC4M 7AN\" \"7 August 2024\" \"Private Limited Company by guarantee without share capital"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.governance.ai/about-us",
     "quotes": [
      "GovAI was founded at Yale University in 2016, with Prof. Allan Dafoe as its Founding Director."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.governance.ai/post/the-centre-for-the-governance-of-ai-has-relaunched",
     "quotes": [
      "Today, we have relaunched as a nonprofit organization."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.governance.ai/people",
     "quotes": [
      "Executive Director\" (title listed for Ben Garfinkel)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI governance research",
     "div": "networks-bodies-events-and-media"
    }
   ],
   "div_label": "Networks, bodies, events and media",
   "location": "London (registered office EC4M 7AN)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-026",
   "name": "British Standards Institution (AI assurance)",
   "bucket": "org",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed in the GOV.UK AI assurance techniques portfolio for EU AI Act readiness assessment and algorithmic auditing, and in a partnership with Citadel AI (opened 29 October 2026; case-study dates not read).",
   "one_line": "The UK national standards body, which offers AI audits and checks of readiness for the EU AI Act.",
   "description": "The British Standards Institution (BSI) appears in the GOV.UK AI assurance portfolio with a case study on EU AI Act readiness assessment and algorithmic auditing, and in a case study on a partnership with the Japanese company Citadel AI to provide AI assurance techniques. No other page on its AI work was opened in this session; its legal form and leadership are not recorded here. [Round 4, 30 Oct 2026] status (one source, shown as a note; status unchanged): First certification body accredited by UKAS to certify AI management systems to ISO/IEC 42001, announced 15 January 2026 [Round 4, 30 Oct 2026] legal entity: BSI Assurance UK Ltd (the entity in UKAS's first ISO/IEC 42001 tranche) [Round 4, 30 Oct 2026] product: Algorithm Auditing and Dataset Testing service, cited in DSIT's assurance roadmap [Round 4, 30 Oct 2026] partnership: Partnership with Citadel AI on AI assurance techniques (DSIT portfolio); also case study on EU AI Act readiness and algorithmic auditing",
   "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": "Manuela Gazzard",
     "role": "President of Regulatory Services",
     "from": "2026-01-15",
     "source": "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "standards",
    "certification",
    "AI audit"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Networks, bodies, events and media",
   "category": "standards",
   "function": "The UK national standards body, which offers AI audits and checks of readiness for the EU AI Act.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques?page=2",
    "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
    "https://www.ukas.com/resources/latest-news/ai-accreditation-update/",
    "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "British Standards Institution: EU AI Act Readiness Assessment and Algorithmic Auditing",
      "Citadel AI: Citadel and BSI partner to provide comprehensive AI assurance techniques"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
     "quotes": [
      "BSI is proud to be the first Certification Body accredited by UKAS for ISO/IEC 42001."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukas.com/resources/latest-news/ai-accreditation-update/",
     "quotes": [
      "BSI Assurance UK Ltd"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
     "quotes": [
      "offers independent verification that an AI system is performing as intended"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "standards",
     "div": "networks-bodies-events-and-media"
    }
   ],
   "div_label": "Networks, bodies, events and media",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Citadel AI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SVC-007",
   "name": "Kainos Group plc",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Kainos reports FY26 revenue of £431.1m, up 17%, and has set up Actonomy, which it calls its dedicated AI business; the dates of both were not shown on the page opened.",
   "one_line": "A UK-listed technology firm, registered in London with roots in Belfast, that builds digital and AI systems for government and companies and is a large Workday partner.",
   "description": "Kainos Group plc is a UK public company. Its investor page calls it \"UK-headquartered\" and lists AI offerings including \"Data and AI\", \"AI Business Solutions\" and \"AI Agents\". It has launched Actonomy, described in its own headline as \"our dedicated AI business\"; that page could not be opened. It reports FY26 revenue of £431.1m, up 17%, and adjusted pre-tax profit of £67.1m. For the Defence Science and Technology Laboratory (Dstl), Kainos was \"delivery partner of the Defence AI Centre (DAIC) programme of advanced rapid AI experimentation\", and worked on putting the Ministry of Defence's AI ethics principles into practice (GOV.UK case study, published 26 September 2024). [Round 4, 30 Oct 2026] SAFETY & ASSURANCE: Technology firm that was delivery partner for Dstl's Defence AI Centre experimentation programme and helped put AI ethics principles into practice in defence. [Round 4, 30 Oct 2026] programme role: Named as a partner of the TechFirst Community (GOV.UK page dated 19–21 October 2026), alongside AtkinsRéalis, Arm, Cisco, Cognizant, IBM, Microsoft and QinetiQ [Round 8, 30 Oct 2026] SERVICES & SKILLS: Belfast HQ (FTSE 250); £10m+ invested in generative AI; machine learning and data programmes for the NHS, DVSA, Home Office and Defra. (Services and skills file, row B10-027, line 243.) Footnote: Companies House lists KAINOS SOFTWARE LIMITED, company number NI019370 (Active, incorporated 14 April 1986, registered office Kainos House, 4-6 Upper Crescent, Belfast), with Kainos Group Plc (09579188) as its person with significant control, holding 75% or more of its shares and voting rights (notified 6 April 2016). Shown here as a subsidiary; it has no record of its own on this site. Source: Companies House, checked 31 Oct 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "09579188",
    "registered_office": "21 Farringdon Road, 2nd Floor, London, England, EC1M 3HA",
    "incorporated": "2015-05-07",
    "legal_form": "plc",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09579188",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09579188",
    "ch_note": null
   },
   "place": {
    "text": "London (EC1M 3HA)",
    "postcode": "EC1M 3HA",
    "lat": 51.519287,
    "lng": -0.105821,
    "region": "England: London",
    "admin_district": "Camden",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [
    {
     "kind": "revenue",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "revenue: 431100000 GBP FY26 (year to 31 March 2026, as published) — up 17%",
     "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",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "Public-sector, sovereign and defence integrators",
    "digital services",
    "government",
    "defence",
    "health",
    "Workday"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "Public-sector, sovereign and defence integrators",
   "function": "A UK-listed technology firm, registered in London with roots in Belfast, that builds digital and AI systems for government and companies and is a large Workday partner.",
   "affiliation": "Services and skills",
   "sources": [
    "https://www.kainos.com/investor-relations",
    "https://find-and-update.company-information.service.gov.uk/company/09579188",
    "https://www.gov.uk/ai-assurance-techniques/kainos-kainos-and-dstl-partner-to-implement-ai-ethical-principles-in-defence",
    "https://www.gov.uk/guidance/joining-the-techfirst-community",
    "https://find-and-update.company-information.service.gov.uk/company/NI019370/persons-with-significant-control"
   ],
   "source_quotes": [
    {
     "url": "https://www.kainos.com/investor-relations",
     "quotes": [
      "UK-headquartered",
      "Introducing Actonomy, our dedicated AI business",
      "adopt AI and agents with confidence",
      "FY26 revenue £431.1m, up 17%"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09579188",
     "quotes": [
      "KAINOS GROUP PLC\" \"21 Farringdon Road, 2nd Floor, London, England, EC1M 3HA\" \"Active\" \"Public limited Company\" \"7 May 2015"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/kainos-kainos-and-dstl-partner-to-implement-ai-ethical-principles-in-defence",
     "quotes": [
      "delivery partner of the Defence AI Centre (DAIC) programme of advanced rapid AI experimentation\" (published 26 September 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/guidance/joining-the-techfirst-community",
     "quotes": [
      "The TechFirst community brings together employers, education providers and other organisations"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/NI019370/persons-with-significant-control",
     "quotes": [
      "KAINOS SOFTWARE LIMITED (NI019370) | Company status Active | Persons with significant control: Kainos Group Plc | Registration number 09579188 | Ownership of shares – 75% or more | Notified on 6 April 2016"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "assurance and audit firms",
     "div": "assurance-and-audit-firms"
    }
   ],
   "div_label": "Assurance and audit firms",
   "location": "London (EC1M 3HA)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-MOD-001",
     "name": "Defence Artificial Intelligence Centre (DAIC)",
     "page": "government",
     "href": "../../government/defence/#org=GOV-MOD-001",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: supplies",
     "id": "BIZ-SVC-029",
     "name": "Crown Commercial Service Technology Services 4 framework (RM6190)",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-029",
     "page_label": "Services and skills"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-SVC-032",
     "name": "Kainos and Dstl: Defence AI Centre delivery partnership",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-032",
     "page_label": "Services and skills"
    },
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Dcms (Government page)",
     "page": "government",
     "href": "../../government/dcms/",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-DFT-023",
     "name": "DVSA: MOT Risk Rating",
     "page": "government",
     "href": "../../government/transport/#org=GOV-DFT-023",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-DFT-027",
     "name": "National Highways: Highways Webchat (Customer Contact Chatbot)",
     "page": "government",
     "href": "../../government/transport/#org=GOV-DFT-027",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-DHSC-040",
     "name": "DHSC and NHS Digital: COVID-19 Clinical Tool / QCovid algorithms (ATRS)",
     "page": "government",
     "href": "../../government/health/#org=GOV-DHSC-040",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-LOC-WYCA-002",
     "name": "Leeds City Council: Money Information Centre Chatbot (ATRS)",
     "page": "government",
     "href": "../../government/local/west-yorkshire/#org=GOV-LOC-WYCA-002",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-REG-023",
     "name": "ICO: ICE 360 Case Creation Automation (ATRS record)",
     "page": "government",
     "href": "../../government/regulators/ico/#org=GOV-REG-023",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: same_as",
     "id": "BIZ-EST-087",
     "name": "Kainos Workday AI agents and Actonomy",
     "page": "established",
     "href": "../established/#org=BIZ-EST-087",
     "page_label": "Established firms"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Workday"
    },
    {
     "kind": "partner_of",
     "name": "Defence Science and Technology Laboratory (Dstl)"
    },
    {
     "kind": "subsidiary",
     "name": "Kainos Software Limited (NI019370)"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Services and skills"
  },
  {
   "id": "BIZ-SAFE-501",
   "name": "CybPass",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Named by the University of Sheffield on 17 December 2025 as one of its 11 new spin-outs of 2025; incorporated 2 September 2025. Companies House shows CYBPASS LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Security and compliance testing of AI systems, run by software with human experts checking the results.",
   "description": "CybPass is a University of Sheffield spin-out. The university describes it as an AI security company that delivers semi-autonomous, expert-in-the-loop security and compliance assurance for AI systems. Pingchen Lin, a Sheffield computer-science alumnus, joined as commercial lead and became co-founder and chief executive. Its registered office is at The Innovation Centre, 217 Portobello, Sheffield. [Round 4, 30 Oct 2026] programme: In the CyberASAP cohort that Plexal took to RSA 2026, 24 February 2026",
   "uk_status": "uk",
   "company": {
    "ch_number": "16690289",
    "registered_office": "The Innovation Centre, 217 Portobello, Sheffield, United Kingdom, S1 4DP",
    "incorporated": "2025-09-02",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "16690289",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16690289",
    "ch_note": null
   },
   "place": {
    "text": "The Innovation Centre, 217 Portobello, Sheffield (S1 4DP; null; null)",
    "postcode": "S1 4DP",
    "lat": 53.381062,
    "lng": -1.481137,
    "region": "England: Yorkshire and the Humber",
    "admin_district": "Sheffield",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Pingchen Lin",
     "role": "co-founder and chief executive",
     "from": null,
     "source": "https://sheffield.ac.uk/cs/alumni/pingchen-lin"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "AI security",
    "compliance"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI security",
   "function": "Security and compliance testing of AI systems, run by software with human experts checking the results.",
   "affiliation": "Assurance",
   "sources": [
    "https://sheffield.ac.uk/rpi/commercialisation/portfolio",
    "https://sheffield.ac.uk/cs/alumni/pingchen-lin",
    "https://find-and-update.company-information.service.gov.uk/company/16690289",
    "https://www.plexal.com/news/top-cyber-ai-security-startups-plexal-us-expansion-rsa-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://sheffield.ac.uk/rpi/commercialisation/portfolio",
     "quotes": [
      "delivers semi-autonomous, expert-in-the-loop security and compliance assurance for AI systems"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://sheffield.ac.uk/cs/alumni/pingchen-lin",
     "quotes": [
      "an AI security company",
      "Co-Founder & CEO at CybPass"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16690289",
     "quotes": [
      "CYBPASS LIMITED",
      "Active",
      "2 September 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.plexal.com/news/top-cyber-ai-security-startups-plexal-us-expansion-rsa-2026/",
     "quotes": [
      "offers expert‑in‑the‑loop lifecycle security, compliance and penetration testing for AI pipelines."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI security",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "The Innovation Centre, 217 Portobello, Sheffield (S1 4DP; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "spun_out_of",
     "id": "UNI:sheffield/SHEAI-011",
     "name": "Universities: sheffield/SHEAI-011",
     "page": "universities",
     "href": "https://hazy-wreath-hez6.here.now/sheffield/",
     "page_label": "UK Universities AI Universe (new tab)"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-702",
   "name": "Numonic",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Status as of March 2026 (BusinessCloud). A Companies House company, Numonic Labs Ltd, is listed as incorporated in June 2025, but the link rests on the name only.",
   "one_line": "Tracks AI-generated creative work with audit trails and metadata so studios can meet AI transparency rules.",
   "description": "Company whose platform gives creative teams automated tracking, audit trails and compliance-ready metadata for AI-generated content, to help them prepare for EU AI Act transparency rules taking effect in August 2026. BusinessCloud reported in March 2026 that it had secured £250,000 of pre-seed funding from Fuel Ventures as part of a planned £560,000 round, and named Territory Studio as an early user. The article did not give a location or name the founders. Companies House lists Numonic Labs Ltd (16532770, incorporated 20 June 2025, shared London address); an older Numonic Ltd was dissolved in September 2025.",
   "uk_status": "uk",
   "company": {
    "ch_number": "16532770",
    "registered_office": "71-75 Shelton Street, Covent Garden, London, United Kingdom, WC2H 9JQ (search listing)",
    "incorporated": "2025-06-20",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "16532770",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16532770",
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 250000,
     "currency": "GBP",
     "date": "2026-03-20",
     "detail": "pre-seed from Fuel Ventures, part of a planned £560,000 round (single source)",
     "raw": "funding_round: 250000 GBP 2026-03-20 — pre-seed from Fuel Ventures, part of a planned £560,000 round (single source)",
     "amount_gbp": 250000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£250,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "creative industries",
    "compliance"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "creative industries",
   "function": "Tracks AI-generated creative work with audit trails and metadata so studios can meet AI transparency rules.",
   "affiliation": "Assurance",
   "sources": [
    "https://businesscloud.co.uk/live-blog/numonic-raises-560k-pre-seed-funding-to-help-creatives-avoid-e35m-ai-fines/",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=numonic"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/live-blog/numonic-raises-560k-pre-seed-funding-to-help-creatives-avoid-e35m-ai-fines/",
     "quotes": [
      "Numonic has secured £250,000 in pre-seed funding from Fuel Ventures",
      "automated tracking, audit trails, and compliance-ready metadata"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=numonic",
     "quotes": [
      "NUMONIC LABS LTD",
      "16532770",
      "Incorporated on 20 June 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "creative industries",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Fuel Ventures"
    },
    {
     "kind": "supplies",
     "name": "Territory Studio"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-703",
   "name": "Scarlet",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Status as of October 2026 (tech.eu); the Companies House company was not identified.",
   "one_line": "Certifies AI and software medical devices so they can be sold legally.",
   "description": "UK company that certifies AI medical devices. tech.eu's recap of 19 October 2026 reported that Scarlet raised a $50 million Series B \"to accelerate AI medical device certification\"; investors and location were not given on that page. A Companies House search did not identify the company.",
   "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": [
    {
     "kind": "funding_round",
     "amount": 50000000,
     "currency": "USD",
     "date": "2026-10",
     "detail": "Series B, reported in tech.eu recap of 2026-10-19 (single source)",
     "raw": "funding_round: 50000000 USD 2026-10 — Series B, reported in tech.eu recap of 2026-10-19 (single source)",
     "amount_gbp": 37844384,
     "fx_rate": 1.3212,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3212 per £ on 2026-10-01",
     "fx_date": "2026-10-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$50m",
     "gbp_txt": "£37.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "health",
    "medical device regulation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "health",
   "function": "Certifies AI and software medical devices so they can be sold legally.",
   "affiliation": "Assurance",
   "sources": [
    "https://tech.eu/2026/10/19/european-tech-weekly-recap-more-than-65-tech-funding-deals-worth-over-eur18b"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/10/19/european-tech-weekly-recap-more-than-65-tech-funding-deals-worth-over-eur18b",
     "quotes": [
      "Scarlet raises $50M Series B to accelerate AI medical device certification"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "health",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2001",
   "name": "Coefficient Systems Ltd",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-12-03",
   "status_detail": null,
   "one_line": "Firm that led a government-funded project on bias in automated CV screening, producing the Fairground toolkit.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [
    {
     "name": "John Sandall",
     "role": "CEO",
     "from": "2024-07-22",
     "source": "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/",
     "round4": true
    }
   ],
   "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": "Companies",
   "category": "assurance and audit firms",
   "function": "Firm that led a government-funded project on bias in automated CV screening, producing the Fairground toolkit.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/government/news/ai-fairness-innovation-challenge-winners-announced",
    "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-fairness-innovation-challenge-winners-announced",
     "quotes": [
      "solution will focus on reducing bias in automated CV screening algorithms"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/",
     "quotes": [
      "awarded a £100,000 grant from the Government's AI Fairness Innovation Challenge"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Assurance and audit firms",
     "div": "assurance-and-audit-firms"
    }
   ],
   "div_label": "Assurance and audit firms",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-SAFE-2002",
    "BIZ-SAFE-2093"
   ]
  },
  {
   "id": "BIZ-SAFE-2002",
   "name": "Bays Consulting Ltd",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-12-03",
   "status_detail": null,
   "one_line": "Consultancy that worked with Coefficient on the Fairness Innovation Challenge project to cut unfair bias in CV screening and applicant tracking.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [
    {
     "name": "Dr Sophie Carr",
     "role": "CEO",
     "from": "2024-07-22",
     "source": "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/",
     "round4": true
    }
   ],
   "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": "Companies",
   "category": "assurance and audit firms",
   "function": "Consultancy that worked with Coefficient on the Fairness Innovation Challenge project to cut unfair bias in CV screening and applicant tracking.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/government/publications/the-fairness-innovation-challenge-key-findings/the-fairness-innovation-challenge-key-findings",
    "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/the-fairness-innovation-challenge-key-findings/the-fairness-innovation-challenge-key-findings",
     "quotes": [
      "Bays Consulting Ltd"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ace.blog.gov.uk/2024/07/22/ace-suppliers-coefficient-and-bays-consulting-win-100000-ai-competition-prize/",
     "quotes": [
      "Two suppliers who met through ACE's Vivace community"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Assurance and audit firms",
     "div": "assurance-and-audit-firms"
    }
   ],
   "div_label": "Assurance and audit firms",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 3,
   "related_ids": [
    "BIZ-SAFE-2001",
    "BIZ-SAFE-2093"
   ]
  },
  {
   "id": "BIZ-SAFE-2008",
   "name": "Tikos Technologies",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-02-25",
   "status_detail": null,
   "one_line": "Startup building an AI assurance platform for defence, critical national infrastructure and financial services; in the LASR supply-chain cohort.",
   "description": "[Safety Round 1, 31 Oct 2026] Alex's Safety file (line 93, as 'Tikos Technologies') in the February 2026 LASR supply-chain security cohort with Mind Foundry and Secure Agentics, securing edge AI and model provenance for critical national infrastructure.",
   "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": "Companies",
   "category": "assurance and audit firms",
   "function": "Startup building an AI assurance platform for defence, critical national infrastructure and financial services; in the LASR supply-chain cohort.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.plexal.com/news/lasr-ai-supply-chain-security-startups-strengthen-critical-ai-resilience/"
   ],
   "source_quotes": [
    {
     "url": "https://www.plexal.com/news/lasr-ai-supply-chain-security-startups-strengthen-critical-ai-resilience/",
     "quotes": [
      "Tikos Technologies is a UK deeptech startup developing an AI assurance platform for defence, CNI and financial Services."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Assurance and audit firms",
     "div": "assurance-and-audit-firms"
    }
   ],
   "div_label": "Assurance and audit firms",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "member_of",
     "id": "BIZ-SAFE-2023",
     "name": "Laboratory for AI Security Research (LASR)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2023",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2021",
   "name": "Centre for AI Measurement (National Physical Laboratory)",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-06-10",
   "status_detail": null,
   "one_line": "New centre at the National Physical Laboratory for measuring AI, launched under the government's digital and technologies sector plan.",
   "description": "[Labs Round 7, 30 Oct 2026] Listed on Labs (AI safety research): (29 Jan 2026; headline says £10m)",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [
    {
     "name": "Peter Thompson",
     "role": "Chief Executive, National Physical Laboratory",
     "from": "2026-01-29 (quoted)",
     "source": "https://www.npl.co.uk/news/npl-to-establish-new-centre-for-ai-measurement",
     "round4": true
    },
    {
     "name": "Chris Barnes",
     "role": "Head of Science for AI, NPL",
     "from": "not stated",
     "source": "https://www.npl.co.uk/events/centre-for-ai-measurement-official-launch",
     "round4": true
    }
   ],
   "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": "Networks, bodies, events and media",
   "category": "standards, certification and testing bodies",
   "function": "New centre at the National Physical Laboratory for measuring AI, launched under the government's digital and technologies sector plan.",
   "affiliation": "Assurance",
   "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.uktech.news/ai/national-physical-laboratory-to-establish-10m-ai-measurement-centre-20260129",
    "https://www.npl.co.uk/news/npl-to-establish-new-centre-for-ai-measurement",
    "https://www.npl.co.uk/events/centre-for-ai-measurement-official-launch"
   ],
   "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": [
      "launched the Centre for AI Measurement at the National Physical Laboratory"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/national-physical-laboratory-to-establish-10m-ai-measurement-centre-20260129",
     "quotes": [
      "develop secure approaches to AI assurance"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.npl.co.uk/news/npl-to-establish-new-centre-for-ai-measurement",
     "quotes": [
      "cornerstone of the AI Assurance Innovation Fund"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.npl.co.uk/events/centre-for-ai-measurement-official-launch",
     "quotes": [
      "to improve how AI systems are tested, evaluated, validated, verified and monitored"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Standards, certification and testing bodies",
     "div": "standards-certification-and-testing-bodies"
    }
   ],
   "div_label": "Standards, certification and testing bodies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "National Physical Laboratory"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2040",
   "name": "UKAS (AI management system accreditation)",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-01-15",
   "status_detail": null,
   "one_line": "National accreditation body; accredits the bodies that certify AI management systems to ISO/IEC 42001, first granted to BSI in January 2026.",
   "description": "[Safety Round 1, 31 Oct 2026] Alex's Safety file (line 227, as 'UKAS') says UKAS accredited the first certification bodies for ISO/IEC 42001 and co-sponsors the AI Standards Stack podcast (file cites ukas.com).",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [
    {
     "name": "Matt Gantley",
     "role": "Chief Executive",
     "from": "2026-01-15",
     "source": "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
     "round4": true
    },
    {
     "name": "Steve Randall",
     "role": "Accreditation Specialist (Development)",
     "from": "2024-09-22",
     "source": "https://www.ukas.com/resources/latest-news/pilot-update-ai-ms/",
     "round4": true
    }
   ],
   "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": "Networks, bodies, events and media",
   "category": "standards, certification and testing bodies",
   "function": "National accreditation body; accredits the bodies that certify AI management systems to ISO/IEC 42001, first granted to BSI in January 2026.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
    "https://www.ukas.com/resources/latest-news/ai-accreditation-update/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukas.com/resources/latest-news/ukas-grants-first-aims-accreditation/",
     "quotes": [
      "the first certification body to meet these requirements under the UKAS process."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukas.com/resources/latest-news/ai-accreditation-update/",
     "quotes": [
      "This project is about laying the foundations for trust in AI."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Standards, certification and testing bodies",
     "div": "standards-certification-and-testing-bodies"
    }
   ],
   "div_label": "Standards, certification and testing bodies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-SAFE-2041"
   ]
  },
  {
   "id": "BIZ-SAFE-2041",
   "name": "AI Quality Infrastructure (AIQI) Consortium",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-06-24",
   "status_detail": null,
   "one_line": "Consortium convened by UKAS out of the Walbrook AI Accord, joining accreditation, certification, standards and research bodies on AI assurance.",
   "description": "[Safety Round 1, 31 Oct 2026] Alex's Safety file (line 228, as 'AIQI Consortium') published a report on AI adoption across conformity assessment bodies (April 2026) and a first AI conformity assessment use case (September 2026) (file cites aiqi.org).",
   "uk_status": "uk",
   "company": null,
   "place": null,
   "people": [
    {
     "name": "Adam Leon Smith",
     "role": "Chair",
     "from": "2025-12-03",
     "source": "https://www.ukas.com/resources/resources/building-the-future-of-ai-assurance/",
     "round4": true
    }
   ],
   "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": "Networks, bodies, events and media",
   "category": "standards, certification and testing bodies",
   "function": "Consortium convened by UKAS out of the Walbrook AI Accord, joining accreditation, certification, standards and research bodies on AI assurance.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.ukas.com/resources/resources/building-the-future-of-ai-assurance/",
    "https://www.ukas.com/resources/latest-news/ukas-supports-ai-standards-stack-podcast-series/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukas.com/resources/resources/building-the-future-of-ai-assurance/",
     "quotes": [
      "the AI Quality Infrastructure (AIQI) Consortium."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukas.com/resources/latest-news/ukas-supports-ai-standards-stack-podcast-series/",
     "quotes": [
      "a series from the AI Quality Infrastructure Consortium (AIQI) exploring how standards, assurance and governance can help build trust"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Standards, certification and testing bodies",
     "div": "standards-certification-and-testing-bodies"
    }
   ],
   "div_label": "Standards, certification and testing bodies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "related",
     "name": "City of London"
    },
    {
     "kind": "related",
     "name": "TIC Council"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-SAFE-2040"
   ]
  },
  {
   "id": "BIZ-SAFE-2048",
   "name": "AI Assurance Stakeholder Consortium",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-06-10",
   "status_detail": null,
   "one_line": "DSIT-convened group, chaired by BCS, working on a code of ethics, a skills framework and professional standards for AI assurance.",
   "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, tools and partnerships",
   "function": "DSIT-convened group, chaired by BCS, working on a code of ethics, a skills framework and professional standards for AI assurance.",
   "affiliation": "Assurance",
   "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/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap"
   ],
   "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": [
      "convened the AI Assurance Stakeholder Consortium, chaired by BCS (the Chartered Institute for IT)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
     "quotes": [
      "convene a consortium of stakeholders"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2049",
   "name": "AI Standards Hub",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-02-02",
   "status_detail": null,
   "one_line": "Body behind the AI Standards Hub Global Summit 2026 (SEC Glasgow, 16–17 March 2026); DSIT lists it among AI assurance resources.",
   "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": "Networks, bodies, events and media",
   "category": "standards, certification and testing bodies",
   "function": "Body behind the AI Standards Hub Global Summit 2026 (SEC Glasgow, 16–17 March 2026); DSIT lists it among AI assurance resources.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.ukas.com/resources/events/ai-standards-hub-global-summit-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukas.com/resources/events/ai-standards-hub-global-summit-2026/",
     "quotes": [
      "This flagship event brings together UK and international leaders working to shape safe, secure, and trustworthy AI."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Standards, certification and testing bodies",
     "div": "standards-certification-and-testing-bodies"
    }
   ],
   "div_label": "Standards, certification and testing bodies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2061",
   "name": "Trustworthy and Ethical Assurance platform (TEA)",
   "bucket": "prod",
   "status": "listed",
   "status_date": "2023-09-19",
   "status_detail": null,
   "one_line": "Open-source assurance tool designed by Alan Turing Institute researchers with the University of York.",
   "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": "Chips, models and products",
   "category": "assurance and audit firms",
   "function": "Open-source assurance tool designed by Alan Turing Institute researchers with the University of York.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques/alan-turing-institute-and-university-of-york-trustworthy-and-ethical-assurance-platform"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/alan-turing-institute-and-university-of-york-trustworthy-and-ethical-assurance-platform",
     "quotes": [
      "The Trustworthy and Ethical Assurance platform (TEA) is an open-source tool"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Assurance and audit firms",
     "div": "assurance-and-audit-firms"
    }
   ],
   "div_label": "Assurance and audit firms",
   "location": null,
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "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": [
    {
     "kind": "partner_of",
     "name": "University of York"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2092",
   "name": "Portfolio of AI Assurance Techniques (DSIT)",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-30",
   "status_detail": null,
   "one_line": "DSIT's online library of real AI assurance case studies, opened in June 2023; it showed 75 case studies on 30 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": "Schemes, programmes and AI lines",
   "category": "programmes, tools and partnerships",
   "function": "DSIT's online library of real AI assurance case studies, opened in June 2023; it showed 75 case studies on 30 October 2026.",
   "affiliation": "Assurance",
   "sources": [
    "https://rtau.blog.gov.uk/2023/06/07/from-principles-to-practice-launching-the-portfolio-of-ai-assurance-techniques/",
    "https://www.gov.uk/ai-assurance-techniques"
   ],
   "source_quotes": [
    {
     "url": "https://rtau.blog.gov.uk/2023/06/07/from-principles-to-practice-launching-the-portfolio-of-ai-assurance-techniques/",
     "quotes": [
      "From principles to practice: Launching the Portfolio of AI Assurance techniques"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "75 case studies"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2093",
   "name": "Fairness Innovation Challenge (DSIT)",
   "bucket": "prog",
   "status": "completed",
   "status_date": "2025-12-03",
   "status_detail": null,
   "one_line": "DSIT and Innovate UK challenge that paid four teams to tackle AI bias in higher education, finance, healthcare and recruitment.",
   "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, tools and partnerships",
   "function": "DSIT and Innovate UK challenge that paid four teams to tackle AI bias in higher education, finance, healthcare and recruitment.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/government/news/new-innovation-challenge-launched-to-tackle-bias-in-ai-systems",
    "https://www.gov.uk/government/news/ai-fairness-innovation-challenge-winners-announced"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/new-innovation-challenge-launched-to-tackle-bias-in-ai-systems",
     "quotes": [
      "UK companies can apply for up to £400,000"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-fairness-innovation-challenge-winners-announced",
     "quotes": [
      "The Open University will look at ways to improve the fairness of AI systems in higher education."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "completed",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-INV-2135",
     "name": "Innovate UK",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-2135",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    },
    {
     "kind": "related",
     "name": "Information Commissioner's Office"
    },
    {
     "kind": "related",
     "name": "Equality and Human Rights Commission"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-SAFE-2001",
    "BIZ-SAFE-2002"
   ]
  },
  {
   "id": "BIZ-SAFE-2094",
   "name": "AI Assurance Innovation Fund (DSIT)",
   "bucket": "prog",
   "status": "open (first round from spring 2026)",
   "status_date": "2026-06-10",
   "status_detail": null,
   "one_line": "£11m DSIT fund for new AI assurance tools in priority sectors; the pages read named no winners.",
   "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, tools and partnerships",
   "function": "£11m DSIT fund for new AI assurance tools in priority sectors; the pages read named no winners.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
    "https://delivery.ai.gov.uk/29/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
     "quotes": [
      "will issue £11 million funding"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://delivery.ai.gov.uk/29/",
     "quotes": [
      "launched an £11 million AI Assurance Innovation Fund to develop novel assurance tools for priority sectors."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "open (first round from spring 2026)",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2095",
   "name": "Trusted third-party AI assurance roadmap (DSIT)",
   "bucket": "prog",
   "status": "published",
   "status_date": "2025-09-03",
   "status_detail": null,
   "one_line": "DSIT plan to build an AI assurance profession: a stakeholder consortium, skills framework, code of ethics and the £11m innovation fund.",
   "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, tools and partnerships",
   "function": "DSIT plan to build an AI assurance profession: a stakeholder consortium, skills framework, code of ethics and the £11m innovation fund.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
    "https://www.gov.uk/government/news/investment-in-british-ai-companies-hits-record-levels-as-tech-sec-pitches-uk-as-global-magnet"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/trusted-third-party-ai-assurance-roadmap/trusted-third-party-ai-assurance-roadmap",
     "quotes": [
      "convene a consortium of stakeholders"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/investment-in-british-ai-companies-hits-record-levels-as-tech-sec-pitches-uk-as-global-magnet",
     "quotes": [
      "will look to add billions of pounds to the economy"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "published",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-2096",
   "name": "Responsible Technology Adoption Unit (DSIT)",
   "bucket": "org",
   "status": "active",
   "status_date": "2025-01-22",
   "status_detail": null,
   "one_line": "DSIT unit that runs government AI assurance work, including the assurance techniques portfolio and its Model for Responsible Innovation.",
   "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": "Networks, bodies, events and media",
   "category": "programmes, tools and partnerships",
   "function": "DSIT unit that runs government AI assurance work, including the assurance techniques portfolio and its Model for Responsible Innovation.",
   "affiliation": "Assurance",
   "sources": [
    "https://rtau.blog.gov.uk/category/assurance/"
   ],
   "source_quotes": [
    {
     "url": "https://rtau.blog.gov.uk/category/assurance/",
     "quotes": [
      "Continuing to drive responsible adoption of technology"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Programmes, tools and partnerships",
     "div": "programmes-tools-and-partnerships"
    }
   ],
   "div_label": "Programmes, tools and partnerships",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Department for Science, Innovation and Technology"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SAFE-2097"
   ]
  },
  {
   "id": "BIZ-SAFE-2097",
   "name": "Model for Responsible Innovation (RTAU)",
   "bucket": "prod",
   "status": "published",
   "status_date": "2024-11-21",
   "status_detail": null,
   "one_line": "Framework introduced by DSIT's Responsible Technology Adoption Unit in November 2024 to guide responsible innovation.",
   "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": "Chips, models and products",
   "category": "governance, risk and compliance software",
   "function": "Framework introduced by DSIT's Responsible Technology Adoption Unit in November 2024 to guide responsible innovation.",
   "affiliation": "Assurance",
   "sources": [
    "https://rtau.blog.gov.uk/category/assurance/"
   ],
   "source_quotes": [
    {
     "url": "https://rtau.blog.gov.uk/category/assurance/",
     "quotes": [
      "Introducing the Model for Responsible Innovation"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Governance, risk and compliance software",
     "div": "governance-risk-and-compliance-software"
    }
   ],
   "div_label": "Governance, risk and compliance software",
   "location": null,
   "status_group": "published",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-SAFE-2096"
   ]
  }
 ],
 "links": [
  {
   "source": "BIZ-SAFE-2001",
   "target": "BIZ-SAFE-2093",
   "kind": "funded_by",
   "evidence": "BIZ-SAFE-2001 links: funded_by → Fairness Innovation Challenge"
  },
  {
   "source": "BIZ-SAFE-2001",
   "target": "BIZ-SAFE-2002",
   "kind": "partner_of",
   "evidence": "BIZ-SAFE-2001 links: partner_of → Bays Consulting Ltd"
  },
  {
   "source": "BIZ-SAFE-2002",
   "target": "BIZ-SAFE-2001",
   "kind": "partner_of",
   "evidence": "BIZ-SAFE-2002 links: partner_of → Coefficient Systems Ltd"
  },
  {
   "source": "BIZ-SAFE-2002",
   "target": "BIZ-SAFE-2093",
   "kind": "funded_by",
   "evidence": "BIZ-SAFE-2002 links: funded_by → Fairness Innovation Challenge"
  },
  {
   "source": "BIZ-SAFE-2040",
   "target": "BIZ-SAFE-2041",
   "kind": "partner_of",
   "evidence": "BIZ-SAFE-2040 links: partner_of → AI Quality Infrastructure (AIQI) Consortium"
  },
  {
   "source": "BIZ-SAFE-2041",
   "target": "BIZ-SAFE-2040",
   "kind": "partner_of",
   "evidence": "BIZ-SAFE-2041 links: partner_of → UKAS"
  },
  {
   "source": "BIZ-SAFE-2097",
   "target": "BIZ-SAFE-2096",
   "kind": "part_of",
   "evidence": "BIZ-SAFE-2097 links: part_of → Responsible Technology Adoption Unit (DSIT)"
  }
 ],
 "placement_method": {
  "by_sub_page_or_type": 38
 }
}