{
 "title": "UK BUSINESS AI UNIVERSE: Places: South West",
 "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": 35
  },
  {
   "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": 12
  },
  {
   "key": "site",
   "label": "Data centres and compute sites",
   "color": "#8e44ad",
   "count": 11
  },
  {
   "key": "org",
   "label": "Networks, bodies, events and media",
   "color": "#34495e",
   "count": 8
  },
  {
   "key": "part",
   "label": "Partnerships and contracts",
   "color": "#e67e22",
   "count": 1
  },
  {
   "key": "prod",
   "label": "Chips, models and products",
   "color": "#e84393",
   "count": 8
  },
  {
   "key": "person",
   "label": "People",
   "color": "#9bbf00",
   "count": 0
  }
 ],
 "divisions": [
  {
   "key": "chips",
   "label": "Chips and hardware",
   "count": 20,
   "depts": [
    {
     "dept": "Companies",
     "count": 12
    },
    {
     "dept": "Chips, models and products",
     "count": 8
    }
   ]
  },
  {
   "key": "startups",
   "label": "Start-ups",
   "count": 19,
   "depts": [
    {
     "dept": "Companies",
     "count": 19
    }
   ]
  },
  {
   "key": "networks",
   "label": "Networks and media",
   "count": 9,
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "count": 6
    },
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 3
    }
   ]
  },
  {
   "key": "cloud",
   "label": "Cloud and compute",
   "count": 8,
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "count": 5
    },
    {
     "dept": "Companies",
     "count": 2
    },
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 1
    }
   ]
  },
  {
   "key": "talent",
   "label": "Talent",
   "count": 7,
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 7
    }
   ]
  },
  {
   "key": "data-centres",
   "label": "Data centres",
   "count": 6,
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "count": 4
    },
    {
     "dept": "Networks, bodies, events and media",
     "count": 1
    },
    {
     "dept": "Companies",
     "count": 1
    }
   ]
  },
  {
   "key": "big-tech",
   "label": "Big tech in the UK",
   "count": 3,
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "count": 2
    },
    {
     "dept": "Partnerships and contracts",
     "count": 1
    }
   ]
  },
  {
   "key": "services",
   "label": "Services and skills",
   "count": 1,
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "count": 1
    }
   ]
  },
  {
   "key": "software",
   "label": "Software and tools",
   "count": 1,
   "depts": [
    {
     "dept": "Companies",
     "count": 1
    }
   ]
  },
  {
   "key": "safety",
   "label": "Safety",
   "count": 1,
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 1
    }
   ]
  }
 ],
 "colleges": [],
 "nodes": [
  {
   "id": "BIZ-CHIP-003",
   "name": "Graphcore",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2024-07-11",
   "status_detail": "Owned by SoftBank Group since 11 July 2024; co-founder Nigel Toon stepped down as executive chair on 31 July 2026, leaving Marcus McElroy (director since 18 December 2025) \"at the helm\".",
   "one_line": "Designs processors and computer systems built for training and running AI models; owned by SoftBank since 2024.",
   "description": "Graphcore was incorporated in May 2016 by Nigel Toon and Simon Knowles to design processors for machine learning. Its first chip, the Colossus MK1, shipped to Microsoft in 2018. SoftBank Group acquired it on 11 July 2024 and it became a wholly owned subsidiary, with headquarters in Bristol; terms were not disclosed. On 31 July 2026 Nigel Toon stepped down as executive chair, writing that the company was approaching 1,000 staff, had offices in the UK, US, India, Taiwan and Poland, and would move into a purpose-built global headquarters in Bristol. Companies House shows Toon's directorship ending on 30 July 2026 and Marcus McElroy as a director since 18 December 2025. [Round 4, 30 Oct 2026] owner / hiring: Owned by SoftBank (acquisition described as recent, Nov 2024); adding 75 roles in Bristol, Cambridge, London plus Gdańsk and Hsinchu [Round 4, 30 Oct 2026] chief executive: Nigel Toon, co-founder and CEO [Round 4, 30 Oct 2026] past round: Series E $222m (nearly £164m), 30 Dec 2020, valuation $2.77bn; Bristol [Round 4, 30 Oct 2026] past proposal: April 2023 open letter offering about 3,000 AI processors in a South Wales data centre for a UK AI system",
   "uk_status": "uk",
   "company": {
    "ch_number": "10185006",
    "registered_office": "Carpenter Court 1 Maple Road, Bramhall, Stockport, Cheshire, United Kingdom, SK7 2DH",
    "incorporated": "2016-05-17",
    "legal_form": "ltd",
    "owner_or_acquirer": "SoftBank Group Corp.",
    "headcount": "approaching 1,000 (31 July 2026, company post)",
    "ch_number_clean": "10185006",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10185006",
    "ch_note": null
   },
   "place": {
    "text": "Bristol (postcode not on a page opened)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Marcus McElroy",
     "role": "Director; described as \"at the helm\" from 31 July 2026",
     "from": "2025-12-18",
     "source": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers"
    },
    {
     "name": "Nigel Toon",
     "role": "Co-founder; Executive Chair until 31 July 2026",
     "from": "2016-05-17",
     "source": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down"
    },
    {
     "name": "Simon Knowles",
     "role": "Co-founder; director 2016–2024 and 2024–2025",
     "from": "2016-05-17",
     "source": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers"
    },
    {
     "name": "Nigel Toon",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://www.eenewseurope.com/en/graphcore-ramps-ai-chip-design-jobs/",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "note",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "null (acquisition price not disclosed)",
     "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 infrastructure"
   ],
   "sectors": [
    "AI processors",
    "semiconductors"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-graphcore",
   "type": "Companies",
   "category": "AI processors",
   "function": "Designs processors and computer systems built for training and running AI models; owned by SoftBank since 2024.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://graphcore.ai/posts/graphcore-joins-softbank-group-to-build-next-generation-of-ai-compute",
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
    "https://find-and-update.company-information.service.gov.uk/company/10185006",
    "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
    "https://www.uktech.news/semiconductor/britains-biggest-semiconductor-companies-20250219",
    "https://www.eenewseurope.com/en/graphcore-ramps-ai-chip-design-jobs/",
    "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/",
    "https://www.uktech.news/news/bristol-startup-graphcore-funding-20201230",
    "https://www.eenewseurope.com/en/graphcore-takes-on-nvidia-with-uk-ai-datacentre-offer/",
    "https://find-and-update.company-information.service.gov.uk/company/10185006/persons-with-significant-control"
   ],
   "source_quotes": [
    {
     "url": "https://graphcore.ai/posts/graphcore-joins-softbank-group-to-build-next-generation-of-ai-compute",
     "quotes": [
      "Graphcore today announced that the company has been acquired by SoftBank Group Corp.",
      "Graphcore becomes a wholly owned subsidiary of SoftBank\" (dated Jul 11, 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "With effect from Friday 31st July 2026 I will step down from my role as Executive Chair",
      "I now leave Graphcore in safe hands with Marcus McElroy at the helm",
      "approaching 1,000 employees"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006",
     "quotes": [
      "GRAPHCORE LIMITED\" \"Carpenter Court 1 Maple Road, Bramhall, Stockport\" \"Active\" \"17 May 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006/officers",
     "quotes": [
      "MCELROY, Marcus William\" Director \"18 December 2025",
      "TOON, Nigel Jurgen\" \"resigned 30 July 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/semiconductor/britains-biggest-semiconductor-companies-20250219",
     "quotes": [
      "Founded in 2016 by Simon Knowles and Nigel Toon"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/graphcore-ramps-ai-chip-design-jobs/",
     "quotes": [
      "Graphcore is a place where people can come to do their very best work."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/",
     "quotes": [
      "WoW and our silicon will make this possible."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/bristol-startup-graphcore-funding-20201230",
     "quotes": [
      "We have created a technology that dramatically outperforms legacy processors such as GPUs"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/graphcore-takes-on-nvidia-with-uk-ai-datacentre-offer/",
     "quotes": [
      "The Government's backing for this initiative is most welcome."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10185006/persons-with-significant-control",
     "quotes": [
      "Softbank Group Corp. | Notified on 11 July 2024"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol (postcode not on a page opened)",
   "status_group": "acquired",
   "ext_links": [
    {
     "kind": "supplies",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-233",
     "name": "Andrew Fitzgibbon",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-233",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: alumni_of",
     "id": "BIZ-TAL-070",
     "name": "Nigel Toon",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-070",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-070",
     "name": "Nigel Toon",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-070",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: alumni_of",
     "id": "BIZ-TAL-071",
     "name": "Simon Knowles",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-071",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-071",
     "name": "Simon Knowles",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-071",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-072",
     "name": "Marcus McElroy",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-072",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2111",
     "name": "Nick Bishop",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2111",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2112",
     "name": "Sally Doherty",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2112",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2113",
     "name": "John Walsh",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2113",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2114",
     "name": "Chelsea Coates",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2114",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2115",
     "name": "Helen Byrne",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2115",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2116",
     "name": "Rami Sinno",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2116",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2117",
     "name": "Tim Ramsdale",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2117",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: made_by",
     "id": "BIZ-CHIP-7036",
     "name": "Graphcore C600 PCIe IPU",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-7036",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "linked from: made_by",
     "id": "BIZ-CHIP-7065",
     "name": "Graphcore Poplar SDK and PopART",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-7065",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "SoftBank Group Corp."
    }
   ],
   "degree": 6,
   "related_ids": [
    "BIZ-BIG-2023",
    "BIZ-CHIP-004",
    "BIZ-CHIP-2054",
    "BIZ-CHIP-2055",
    "BIZ-CHIP-2056",
    "BIZ-CHIP-2057"
   ]
  },
  {
   "id": "BIZ-CHIP-004",
   "name": "Graphcore Colossus MK1 (GC1)",
   "bucket": "prod",
   "status": "superseded",
   "status_date": null,
   "status_detail": "Graphcore's first chip, shipped to Microsoft in 2018 according to the company's July 2026 post; later generations not verified on a page opened in this session.",
   "one_line": "Graphcore's first AI processor, shipped to Microsoft in 2018.",
   "description": "The Colossus MK1 (GC1) was Graphcore's first processor, built for machine-learning work. Nigel Toon's departure post of 31 July 2026 records that it shipped to Microsoft in 2018, alongside the company's Poplar software tools. Later Graphcore chips were not checked on any page opened in this session.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Graphcore (BIZ-CHIP-003)",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": {
    "maker": "Graphcore (BIZ-CHIP-003)",
    "launched": "2018",
    "what_it_does": "first-generation Graphcore processor for machine learning, shipped to Microsoft"
   },
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "AI processors"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "AI processors",
   "function": "Graphcore's first AI processor, shipped to Microsoft in 2018.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down"
   ],
   "source_quotes": [
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "names the Colossus MK1 (GC1) as the first chip, shipped to Microsoft in 2018 [summary of page; no exact quote captured]"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": null,
   "status_group": "superseded",
   "ext_links": [
    {
     "kind": "supplies",
     "id": "BIZ-BIG-009",
     "name": "Microsoft (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-009",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-CHIP-016",
   "name": "XMOS",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-09",
   "status_detail": "Trading; its newsroom carries items from September 2026, including IBC 2026 and its VocalFusion XVF3620 AI voice processor.",
   "one_line": "Designs xcore chips that combine processing, signal processing, input-output and AI on one device, mainly for voice and audio products.",
   "description": "XMOS, incorporated in Bristol in 2005, designs xcore programmable chips that put input-output, signal processing, control and AI functions on one device. Its main market is voice and audio. In October 2025 it described \"XCORE GenSoC\" chips, which let developers use generative-AI coding tools to define their own system-on-chip. Its newsroom lists the launch of the VocalFusion XVF3620 AI voice processor and an XCORE-VISION crowdfunding campaign. Backers named by UKTN include Amadeus Capital, Bosch and Huawei. [Round 4, 30 Oct 2026] people: Mark Lippett, CEO (2020); Aneet Chopra, EVP Marketing and Product Management (2023) [Round 7, 30 Oct 2026] Chips and hardware: Fabless voice, audio, and edge AI multicore microcontroller (xcore.ai) semiconductor company ($113M+ raised; chaired by ex-Arm leaders). [Round 7, 30 Oct 2026] Tile 8: AI accelerators and processors: Deterministic xcore.ai edge AI crossover processor.",
   "uk_status": "uk",
   "company": {
    "ch_number": "05494985",
    "registered_office": "5th Floor, Programme, 1 All Saints' St, Bristol, United Kingdom, BS1 2LZ",
    "incorporated": "2005-06-29",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "05494985",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/05494985",
    "ch_note": null
   },
   "place": {
    "text": "Programme, 1 All Saints' Street, Bristol (BS1 2LZ)",
    "postcode": "BS1 2LZ",
    "lat": 51.455989,
    "lng": -2.592673,
    "region": "England: South West",
    "admin_district": "Bristol, City of",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "null (Package 1 names Mark Lippett as CEO; not reopened this session)",
     "role": null,
     "from": null,
     "source": null
    },
    {
     "name": "Mark Lippett",
     "role": "CEO",
     "from": "— (named 2020)",
     "source": "https://www.eenewseurope.com/en/xmos-sdk-for-connected-ai-devices/",
     "round4": true
    },
    {
     "name": "Aneet Chopra",
     "role": "EVP Marketing and Product Management",
     "from": "— (named 2023)",
     "source": "https://www.eenewseurope.com/en/xmos-launches-voice-ai-platform/",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "Perceptual systems"
   ],
   "sectors": [
    "semiconductors",
    "voice and audio processing",
    "edge AI"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-xmos",
   "type": "Companies",
   "category": "semiconductors",
   "function": "Designs xcore chips that combine processing, signal processing, input-output and AI on one device, mainly for voice and audio products.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/05494985",
    "https://www.xmos.com/generative-system-on-chip",
    "https://www.xmos.com/newsroom/",
    "https://www.uktech.news/semiconductor/britains-biggest-semiconductor-companies-20250219",
    "https://www.eenewseurope.com/en/xmos-sdk-for-connected-ai-devices/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/05494985",
     "quotes": [
      "XMOS LIMITED\" \"5th Floor, Programme, 1 All Saints' St, Bristol, United Kingdom, BS1 2LZ\" \"Active\" \"29 June 2005"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.xmos.com/generative-system-on-chip",
     "quotes": [
      "generate their own SoC",
      "XCORE GenSoC chips\" (published 2025-10-02)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.xmos.com/newsroom/",
     "quotes": [
      "XMOS launches AI voice processing in new VocalFusion® XVF3620 voice processor",
      "IBC 2026: BRITAIN'S LEADING TV TECH INNOVATORS UNITE TO SHOWCASE THE FUTURE OF AGENTIC AI TELEVISION"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/semiconductor/britains-biggest-semiconductor-companies-20250219",
     "quotes": [
      "has recently focused on growth in the AI market"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/xmos-sdk-for-connected-ai-devices/",
     "quotes": [
      "Our AIoT SDK enables developers to create intelligent endpoint-AI solutions for a huge variety of applications."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Programme, 1 All Saints' Street, Bristol (BS1 2LZ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-CHIP-7056",
     "name": "XMOS xcore.ai evaluation and VocalFusion smart mic kits",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-7056",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Amadeus Capital"
    },
    {
     "kind": "funded_by",
     "name": "Bosch"
    },
    {
     "kind": "funded_by",
     "name": "Huawei"
    }
   ],
   "degree": 3,
   "related_ids": [
    "BIZ-CHIP-017",
    "BIZ-CHIP-2058",
    "BIZ-CHIP-2059"
   ]
  },
  {
   "id": "BIZ-CHIP-017",
   "name": "XMOS VocalFusion XVF3620",
   "bucket": "prod",
   "status": "active",
   "status_date": null,
   "status_detail": "Listed in the XMOS newsroom as launched; the launch date is not shown on the page opened (a related technical series dates from around September 2026).",
   "one_line": "An XMOS chip that uses AI to process voice picked up by microphones in devices.",
   "description": "The VocalFusion XVF3620 is a voice processor from XMOS that adds AI voice processing. The XMOS newsroom lists its launch and a technical breakdown and live demonstration series. Launch date and specifications were not on the page opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "XMOS (BIZ-CHIP-016)",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": {
    "maker": "XMOS (BIZ-CHIP-016)",
    "launched": null,
    "what_it_does": "voice processor with AI voice processing"
   },
   "dsit_domains": [
    "Perceptual systems",
    "AI infrastructure"
   ],
   "sectors": [
    "voice processing chips"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "voice processing chips",
   "function": "An XMOS chip that uses AI to process voice picked up by microphones in devices.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.xmos.com/newsroom/"
   ],
   "source_quotes": [
    {
     "url": "https://www.xmos.com/newsroom/",
     "quotes": [
      "XMOS launches AI voice processing in new VocalFusion® XVF3620 voice processor"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-016"
   ]
  },
  {
   "id": "BIZ-CHIP-024",
   "name": "Axelera AI (UK)",
   "bucket": "co",
   "status": "active",
   "status_date": "2023-07-06",
   "status_detail": "Opened its first UK office in Bristol, at the Quantum Technologies Innovation Centre (QTIC), announced 6 July 2023; it still lists R&D offices in the UK with placements in Bristol.",
   "one_line": "The Bristol research office of a Dutch company that makes AI inference chips and boards for devices at the edge.",
   "description": "Axelera AI is based at the High Tech Campus in Eindhoven, the Netherlands, and makes the Metis AI platform, hardware and software for AI inference at the edge. On 6 July 2023 it announced its first UK office, in Bristol, joining the University of Bristol's Quantum Technologies Innovation Centre; Jon Ferguson, vice-president of silicon engineering, was quoted. Its recruitment profile lists R&D offices in Belgium, Switzerland, Italy and the UK, with work in its Bristol office. [Round 4, 30 Oct 2026] UK office / round: $27m Series A (27 Oct 2022) led by Innovation Industries; expanding with an office in Bristol; CEO Fabrizio del Maffeo",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Axelera AI (Netherlands)",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Quantum Technologies Innovation Centre, Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Jon Ferguson",
     "role": "VP of Silicon Engineering",
     "from": null,
     "source": "https://www.bristol.ac.uk/temple-quarter-enterprise-campus/research-and-innovation/qtic/news/2023/axelera-joins-qtic.html"
    },
    {
     "name": "Fabrizio del Maffeo",
     "role": "CEO and co-founder",
     "from": null,
     "source": "https://www.eenewseurope.com/en/axelera-ai-raises-27m-for-in-memory-computing-at-the-edge/",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "edge AI inference chips"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "edge AI inference chips",
   "function": "The Bristol research office of a Dutch company that makes AI inference chips and boards for devices at the edge.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.bristol.ac.uk/temple-quarter-enterprise-campus/research-and-innovation/qtic/news/2023/axelera-joins-qtic.html",
    "https://www.ukesf.org/company/axelera-ai/",
    "https://www.eenewseurope.com/en/axelera-ai-raises-27m-for-in-memory-computing-at-the-edge/"
   ],
   "source_quotes": [
    {
     "url": "https://www.bristol.ac.uk/temple-quarter-enterprise-campus/research-and-innovation/qtic/news/2023/axelera-joins-qtic.html",
     "quotes": [
      "We're thrilled to announce our first UK office in Bristol.",
      "a holistic hardware and software solution for AI interference at the edge\" (6 July 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukesf.org/company/axelera-ai/",
     "quotes": [
      "R&D offices in Belgium, Switzerland, Italy and the UK",
      "You will be working in our Bristol office.",
      "High Tech Campus in Eindhoven, The Netherlands"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/axelera-ai-raises-27m-for-in-memory-computing-at-the-edge/",
     "quotes": [
      "The funding round was led by existing investor Innovation Industries"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Quantum Technologies Innovation Centre, Bristol",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Axelera AI (Netherlands)"
    },
    {
     "kind": "located_in",
     "name": "University of Bristol QTIC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-DC-007",
   "name": "Bristol Centre for Supercomputing (University of Bristol)",
   "bucket": "org",
   "status": "active",
   "status_date": "2025-07-17",
   "status_detail": "Launched Isambard-AI on 17 July 2025.",
   "one_line": "The University of Bristol unit that built and runs the Isambard-AI supercomputer for UK researchers.",
   "description": "The Bristol Centre for Supercomputing (BriCS), hosted by the University of Bristol, built and runs Isambard-AI, part of the government's AI Research Resource. It is a university body, not a business; it is recorded here as the operator of a public AI site.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": "non-profit",
    "owner_or_acquirer": "University of Bristol",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Simon McIntosh-Smith",
     "role": "professor; leads Isambard (GW4 Tier-2)",
     "from": null,
     "source": "https://bristol.ac.uk/acrc/high-performance-computing/national-hpc-facilities",
     "round4": true
    },
    {
     "name": "Simon McIntosh-Smith",
     "role": "Director, Bristol Centre for Supercomputing (BriCS); Isambard 3 Principal Investigator",
     "from": "— (named 2023-05; 2025-07)",
     "source": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/supercomputer-help-uk-to-be-technological-superpower.html",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "research computing"
   ],
   "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": "research computing",
   "function": "The University of Bristol unit that built and runs the Isambard-AI supercomputer for UK researchers.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.bristol.ac.uk/news/2025/july/isambard-launch.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.bristol.ac.uk/news/2025/july/isambard-launch.html",
     "quotes": [
      "which is built and run by the Bristol Centre for Supercomputing (BriCS)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Bristol",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-RES-013",
     "name": "AI Research Resource (AIRR) — access routes and allocation",
     "page": "government",
     "href": "../../../government/research/ukri/#org=GOV-RES-013",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: supplies",
     "id": "BIZ-BIG-2030",
     "name": "Hewlett Packard Enterprise (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-2030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-CLD-2073",
     "name": "ExCALIBUR",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-2073",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-TAL-2022",
     "name": "UKRI AI CDT in Artificial Intelligence, Machine Learning & Advanced Computing",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2022",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Bristol"
    }
   ],
   "degree": 8,
   "related_ids": [
    "BIZ-BIG-2031",
    "BIZ-CLD-2003",
    "BIZ-CLD-2032",
    "BIZ-CLD-2076",
    "BIZ-CLD-6007",
    "BIZ-DC-008",
    "BIZ-TAL-2007",
    "BIZ-TAL-2026"
   ]
  },
  {
   "id": "BIZ-DC-008",
   "name": "Isambard-AI, Bristol and Bath Science Park",
   "bucket": "site",
   "status": "active",
   "status_date": "2025-07-17",
   "status_detail": "Launched 17 July 2025 as part of the UK government's AI Research Resource.",
   "one_line": "The UK's public AI supercomputer near Bristol, with about 5,400 NVIDIA chips, paid for by a £225 million government investment.",
   "description": "Isambard-AI was announced on 1 November 2023 with £225 million from the government, as part of a £300 million package for a national AI Research Resource. It sits at the National Composites Centre on the Bristol and Bath Science Park and is built and run by the Bristol Centre for Supercomputing. It launched on 17 July 2025 with 5,448 NVIDIA GH200 Grace Hopper Superchips (the release text rounds this to 5,400). No power figure in MW was stated on pages opened. [Round 4, 30 Oct 2026] launch date: Launched July 2025. [Round 6, 30 Oct 2026] key_facts: 5,448 NVIDIA GH200 Grace Hopper superchips supplied by HPE (GOV.UK) / 5,400 (West of England CA); cost £225m; built in just under 24 months; HPE Cray EX with direct liquid cooling; modular data centre installed by Oakland Construction; launched 2025-07-17 [Round 6, 30 Oct 2026] status_date: Bristol named as host on 2023-09-13, with Isambard 3 and Isambard-AI at the National Composites Centre [Round 6, 30 Oct 2026] gpus: 5,448 NVIDIA GH200 Grace Hopper superchips on 1,362 compute nodes (4 per node, about 864 GB unified memory per node); each GH200 pairs a 72-core Grace CPU with an H100 GPU (96 GB HBM3) (2026-06) [Round 6, 30 Oct 2026] peak performance: Over 21 exaflops AI (8-bit); over 200 petaflops FP64 (2025-06; 2026-06) [Round 6, 30 Oct 2026] power and cooling: About 5 MW modular data centre; direct liquid cooling, closed loop; PUE about 1.08; powered by UK renewable sources (2025-06; 2026-06) [Round 6, 30 Oct 2026] cost: £225m government investment (2025-01); BriCS slides (2025-04): more than £200m including the extra modular data centre and cooling, more than £300m total investment over five years [Round 6, 30 Oct 2026] phases and dates: Phase 1: 168 GH200 on 42 nodes, arrived and accepted 2024-03, early users late 2024; Phase 2: 5,280 GH200 on 1,320 nodes, 12 liquid-cooled EX4000 cabinets; launched 2025-07-17; real users from 2025-08; built in under 18 months [Round 6, 30 Oct 2026] storage: 20 PiB HPE Cray ClusterStor plus 3.5 PiB VAST (about 25 PB in total); HPE Slingshot 11, four 200 Gbps links per node (2025-06) [Round 6, 30 Oct 2026] suppliers: HPE (system, Cray EX, Slingshot, modular data centre based on HPE design); NVIDIA (GH200); Arm (CPU cores); Contour Advanced Systems (data-centre design); VAST (storage); Vertiv and Danfoss (cooling); Oakland Construction (site build); National Composites Centre (host site) [Round 6, 30 Oct 2026] rankings: 11th on the TOP500 (November 2025); launched at No. 2 on the Green500 (phase 1, May 2024) [Round 6, 30 Oct 2026] users: About 60 projects used about 100,000 GPU hours on phase 1 (2025-06); 100+ projects and about 500 users (2025-04); about 1,000 projects from over 4,000 users (2026-07-27) [Round 6, 30 Oct 2026] company users: Prima Mente (1 million GPU hours via Sovereign AI Fund, with Imperial); Doubleword (token-generation research); Geodesic Research with UK AI Security Institute; Pitchwise (5,500 GPU hours, 2025-11) (2026-07-27) [Round 6, 30 Oct 2026] largest named academic allocations: UCL UK-LLM (Welsh, Irish, Scottish Gaelic, Cornish LLMs, with Bangor): more than 500,000 GPU hours; Bristol egocentric video (Prof Dima Damen): 180,000 GPU hours; Manchester and UCL FinText: 50,000 GPU hours (2026-07-27) [Cloud Round 1, 31 Oct 2026] The file names Professor Simon McIntosh-Smith as BriCS director and Andy Hazell as user engagement manager, and describes a 2,000,000 GPU-hour allocation round (November 2025 to March 2026) with project grants of 50,000 to 150,000 GPU hours over six months, naming BritLLM (with UCL) and the Nightingale AI health model among models trained. (Alex's Cloud file, Story 1.1; no source link given; not re-researched.)",
   "uk_status": "not_applicable",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "National Composites Centre, Bristol and Bath Science Park (postcode not found on a primary page)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [
    {
     "kind": "grant",
     "amount": 225000000,
     "currency": "GBP",
     "date": "2023-11-01",
     "detail": "government investment, stated by the University of Bristol and GOV.UK",
     "raw": "grant: 225000000 GBP 2023-11-01 — government investment, stated by the University of Bristol and GOV.UK",
     "amount_gbp": 225000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£225m",
     "gbp_txt": ""
    }
   ],
   "site": {
    "operator": "Bristol Centre for Supercomputing (BIZ-DC-007)",
    "owner": "not stated (hosted by the University of Bristol; government-funded)",
    "power_mw_stated": "not stated",
    "gpus_stated": "5,448 NVIDIA GH200 Grace Hopper Superchips (live)",
    "site_status": "live, 2025-07-17",
    "ai_growth_zone": null,
    "site_stage": "live",
    "power_mw": null
   },
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "research computing",
    "AI supercomputing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "research computing",
   "function": "The UK's public AI supercomputer near Bristol, with about 5,400 NVIDIA chips, paid for by a £225 million government investment.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.bristol.ac.uk/news/2025/july/isambard-launch.html",
    "https://www.bristol.ac.uk/news/2023/november/supercomputer-announcement.html",
    "https://www.gov.uk/government/news/technology-secretary-announces-investment-boost-making-british-ai-supercomputing-30-times-more-powerful",
    "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
    "https://www.gov.uk/government/publications/ai-research-resource/airr-advanced-supercomputers-for-the-uk",
    "https://www.gov.uk/government/news/bristol-set-to-host-uks-most-powerful-supercomputer-to-turbocharge-ai-innovation",
    "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/inside-isambard-ai.html",
    "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/lifting-the-lid-on-isambard-ai.html",
    "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/supercomputer-help-uk-to-be-technological-superpower.html",
    "https://indico.ph.ed.ac.uk/event/329/contributions/3819/attachments/1839/2870/Alam_2025UKLFT.pdf",
    "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/stories-from-a-sovereign-ai-supercomputer-.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.bristol.ac.uk/news/2025/july/isambard-launch.html",
     "quotes": [
      "It consist of 5,448 NVIDIA GH200 Grace Hopper Superchips\" ... \"The £225m new Isambard-AI facility"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/news/2023/november/supercomputer-announcement.html",
     "quotes": [
      "situated at the National Composites Centre (NCC), based at the Bristol and Bath Science Park"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/technology-secretary-announces-investment-boost-making-british-ai-supercomputing-30-times-more-powerful",
     "quotes": [
      "will be backed by a £225 million investment."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-opportunities-action-plan-one-year-on/ai-opportunities-action-plan-one-year-on",
     "quotes": [
      "We launched Isambard-AI supercomputer at Bristol University in July 2025."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/ai-research-resource/airr-advanced-supercomputers-for-the-uk",
     "quotes": [
      "5,448 Nvidia GH200 Grace-Hopper superchips\"; https://www.westofengland-ca.gov.uk/news/uks-most-powerful-supercomputer-launches-in-west/ — \"in just under 24 months"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/bristol-set-to-host-uks-most-powerful-supercomputer-to-turbocharge-ai-innovation",
     "quotes": [
      "Both Isambard 3 and Isambard-AI will be based at the National Composites Centre"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/inside-isambard-ai.html",
     "quotes": [
      "At its core are 5,448 NVIDIA GH200 Grace Hopper superchips.\"; https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/lifting-the-lid-on-isambard-ai.html — \"Four GH200 are combined for each of Isambard-AI's 1362 compute nodes."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/lifting-the-lid-on-isambard-ai.html",
     "quotes": [
      "Isambard-AI utilises Direct Liquid Cooling, which provides efficient management of the 5 MW facility.\"; https://indico.ph.ed.ac.uk/event/329/contributions/3819/attachments/1839/2870/Alam_2025UKLFT.pdf — \"~5MW MDC"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/supercomputer-help-uk-to-be-technological-superpower.html",
     "quotes": [
      "an unprecedented £225m Government investment to create Isambard-AI\"; https://indico.ph.ed.ac.uk/event/329/contributions/3819/attachments/1839/2870/Alam_2025UKLFT.pdf — \"168 Hopper GPUs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://indico.ph.ed.ac.uk/event/329/contributions/3819/attachments/1839/2870/Alam_2025UKLFT.pdf",
     "quotes": [
      "5,280 Hopper GPUs\"; https://docs.hpc.shef.ac.uk/en/latest/other-uk-hpc-resources.html — \"Phase 2 has 1,320 compute nodes, containing 5,280 GH200 superchips."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/stories-from-a-sovereign-ai-supercomputer-.html",
     "quotes": [
      "Powering around 1000 projects from over 4000 users\"; https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2025/lifting-the-lid-on-isambard-ai.html — \"Almost 60 research projects have utilized around 100,000 GPU hours on Isambard-AI phase 1."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "National Composites Centre, Bristol and Bath Science Park (postcode not found on a primary page)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-CLD-016",
     "name": "AI Research Resource (AIRR)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-016",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "linked from: buys_from",
     "id": "BIZ-CLD-025",
     "name": "Vodafone Business–Cosine sovereign frontier model memorandum",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-025",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-CLD-028",
     "name": "Sovereign AI AIRR launch opportunity (call for researchers)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-028",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-RES-013",
     "name": "AI Research Resource (AIRR) — access routes and allocation",
     "page": "government",
     "href": "../../../government/research/ukri/#org=GOV-RES-013",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: hosted_at",
     "id": "BIZ-CLD-6022",
     "name": "AIRR Rapid Access route (SMEs)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-6022",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "linked from: hosted_at",
     "id": "BIZ-CLD-6024",
     "name": "AI open access call (Isambard-AI)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-6024",
     "page_label": "Cloud and compute"
    }
   ],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-CLD-6007",
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-DC-020",
   "name": "Ark Data Centres",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-11-06",
   "status_detail": "Hosts Nebius's first UK cluster of NVIDIA Blackwell Ultra GPUs at Longcross Park, Surrey, launched November 2025 (Nebius release names only \"a facility in the London area\"; DCD names Ark's Longcross).",
   "one_line": "Develops and runs data centres in southern England, including Longcross Park in Surrey, which hosts an AI computing cluster for Nebius.",
   "description": "Ark Data Centres runs campuses including Longcross Park in Surrey and Spring Park at Corsham, Wiltshire. DCD reports that Nebius chose Ark's Longcross campus for an initial 4,000 NVIDIA Blackwell Ultra GPUs. Ark's own website could not be opened in this session, so ownership and leadership were not checked. [Round 4, 30 Oct 2026] size / site list: Ark says it runs 27 data centres across nine locations (seven UK campuses plus Barcelona and Brussels); see BIZ-DC-2083 to 2088. [Round 6, 30 Oct 2026] links: Owns 75% of Crown Hosting Data Centres (BIZ-CLD-5010); CEO Huw Owen in 2015 [Gemini gap Round 1, 31 Oct 2026] Companies House: ARK DATA CENTRES LIMITED, company number 05656968, Active (checked 31 Oct 2026).",
   "uk_status": "uk",
   "company": {
    "ch_number": "05656968",
    "registered_office": "Spring Park Westwells Road, Hawthorn, Corsham, Wiltshire, SN13 9GB",
    "incorporated": "16 December 2005",
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "05656968",
    "ch_note": "null (Package 1 gave 05656968; not re-opened)",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/05656968"
   },
   "place": {
    "text": "Corsham, Wiltshire (SN13 9GB)",
    "postcode": "SN13 9GB",
    "lat": 51.418816,
    "lng": -2.214751,
    "region": "England: South West",
    "admin_district": "Wiltshire",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Huw Owen",
     "role": "CEO, Ark Data Centres",
     "from": null,
     "source": "https://www.datacenterdynamics.com/en/news/nebius-to-host-uk-nvidia-blackwell-ultra-gpu-cluster-in-ark-data-centres-facility-in-surrey/",
     "round4": true
    },
    {
     "name": "Huw Owen",
     "role": "Chief Executive Officer",
     "from": "2015-03 (in role)",
     "source": "https://crownhostingdc.co.uk/?p=163",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "data centres"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Corsham, Wiltshire (registered office, SN13 9GB) — region: England: South West (record had null)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": "biz-ark-data-centres",
   "type": "Companies",
   "category": "data centres",
   "function": "Develops and runs data centres in southern England, including Longcross Park in Surrey, which hosts an AI computing cluster for Nebius.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.datacenterdynamics.com/en/news/nebius-to-host-uk-nvidia-blackwell-ultra-gpu-cluster-in-ark-data-centres-facility-in-surrey/",
    "https://find-and-update.company-information.service.gov.uk/company/05656968",
    "https://www.ark-d-c.com/locations",
    "https://gov.uk/government/news/government-creates-new-business-to-save-up-to-105-million-in-it-costs"
   ],
   "source_quotes": [
    {
     "url": "https://www.datacenterdynamics.com/en/news/nebius-to-host-uk-nvidia-blackwell-ultra-gpu-cluster-in-ark-data-centres-facility-in-surrey/",
     "quotes": [
      "expected to be operational by Q4 2025\" ... \"54MW across two data centers"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/05656968",
     "quotes": [
      "ARK DATA CENTRES LIMITED\" \"Spring Park Westwells Road, Hawthorn, Corsham, Wiltshire, SN13 9GB\" \"Active\" \"16 December 2005\" \"ARK CONTINUITY LIMITED (09 May 2006 - 25 Sep 2013)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ark-d-c.com/locations",
     "quotes": [
      "27 world-class data centres across 9 strategic locations"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://gov.uk/government/news/government-creates-new-business-to-save-up-to-105-million-in-it-costs",
     "quotes": [
      "The government will retain a 25% stake"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Corsham, Wiltshire (SN13 9GB)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-DC-026",
     "name": "Nebius UK capacity build-out (four sites)",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-026",
     "page_label": "Data centres"
    },
    {
     "kind": "supplies",
     "id": "BIZ-BIG-021",
     "name": "Nebius (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-021",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-DC-021",
     "name": "Ark Longcross Park campus, Surrey",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-021",
     "page_label": "Data centres"
    },
    {
     "kind": "operates",
     "id": "BIZ-DC-2083",
     "name": "Ark Alliance Park, Ealing",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2083",
     "page_label": "Data centres"
    },
    {
     "kind": "operates",
     "id": "BIZ-DC-2084",
     "name": "Ark Cody Park, near Farnborough",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2084",
     "page_label": "Data centres"
    },
    {
     "kind": "operates",
     "id": "BIZ-DC-2085",
     "name": "Ark Hilfield Park (former Mercure Hotel), Elstree",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2085",
     "page_label": "Data centres"
    },
    {
     "kind": "operates",
     "id": "BIZ-DC-2086",
     "name": "Ark Meridian Park, north London (N9)",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2086",
     "page_label": "Data centres"
    },
    {
     "kind": "operates",
     "id": "BIZ-DC-2088",
     "name": "Ark Union Park, Hayes",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2088",
     "page_label": "Data centres"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-CLD-5010",
     "name": "Crown Hosting Data Centres",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-5010",
     "page_label": "Cloud and compute"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-2087"
   ]
  },
  {
   "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": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "North Star House, North Star Avenue, Swindon (SN2 1FA)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SAFE-2048",
     "name": "AI Assurance Stakeholder Consortium",
     "page": "assurance",
     "href": "../../assurance/#org=BIZ-SAFE-2048",
     "page_label": "Assurance"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-EDU-002",
   "name": "Third Space Learning",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-04-29",
   "status_detail": "Raised £4.4m led by the British Business Bank's South West Investment Fund (managed by Maven Capital Partners), reported by UKTN on 29 April 2026.",
   "one_line": "Provides one-to-one online maths tutoring for primary and secondary pupils through a spoken AI tutor called Skye.",
   "description": "Third Space Learning, based in Swindon and led by chief executive Tom Hooper, provides curriculum-aligned one-to-one online maths tutoring to pupils in the UK and the US through its spoken AI tutor, Skye. On 29 April 2026 UKTN reported a £4.4m round led by the South West Investment Fund, with Blackfinch Ventures and existing investors Foresight and Nesta, to extend Skye into new subjects, languages and markets and to build a US team. Its Companies House entry was not found by name search.",
   "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": "Swindon",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Tom Hooper",
     "role": "CEO",
     "from": null,
     "source": "https://www.uktech.news/education/third-space-learning-raises-4-4m-to-scale-ai-tutoring-20260429"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4400000,
     "currency": "GBP",
     "date": "2026-04-29",
     "detail": "led by South West Investment Fund (British Business Bank, managed by Maven Capital Partners) with Blackfinch Ventures, Foresight and Nesta",
     "raw": "funding_round: 4400000 GBP 2026-04-29 — led by South West Investment Fund (British Business Bank, managed by Maven Capital Partners) with Blackfinch Ventures, Foresight and Nesta",
     "amount_gbp": 4400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4.4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "AI implementation"
   ],
   "sectors": [
    "schools",
    "tutoring",
    "maths"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "education",
   "function": "Provides one-to-one online maths tutoring for primary and secondary pupils through a spoken AI tutor called Skye.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/education/third-space-learning-raises-4-4m-to-scale-ai-tutoring-20260429"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/education/third-space-learning-raises-4-4m-to-scale-ai-tutoring-20260429",
     "quotes": [
      "scale its AI tutoring service",
      "curriculum-aligned, online one-to-one maths tutoring",
      "Swindon"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Swindon",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-002",
     "name": "British Business Bank",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-002",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Maven Capital Partners"
    },
    {
     "kind": "funded_by",
     "name": "Blackfinch Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Foresight Group"
    },
    {
     "kind": "funded_by",
     "name": "Nesta"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-FIN-011",
   "name": "Ripjar",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-29",
   "status_detail": "Its own site names Matt Mills as chief executive, appointed in 2026; Long Ridge Equity Partners led its US$36.8m Series B in 2021.",
   "one_line": "Software that screens customers and payments against watchlists and adverse news and helps investigators trace financial crime, built by former GCHQ staff.",
   "description": "Ripjar was founded in 2013 by five former GCHQ staff and is based at Eagle Tower, Cheltenham. It sells screening, adverse-media monitoring and investigation software, including its Labyrinth platform, to more than 400 organisations; a local news report on the Series B said its Labyrinth platform uses AI and cuts false positives by more than 90 per cent. Long Ridge Equity Partners led a US$36.8m Series B (with Winton and Accenture as earlier backers), taking total funding past US$60m. Its site says Matt Mills became chief executive in 2026; the 2021 chief executive was Jeremy Annis.",
   "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": "Eagle Tower, Cheltenham",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Matt Mills",
     "role": "CEO",
     "from": "2026",
     "source": "https://ripjar.com/?p=20"
    },
    {
     "name": "Jeremy Annis",
     "role": "CEO (2021)",
     "from": null,
     "source": "https://www.punchline-gloucester.com/articles/aanews/cheltenham-tech-firm-secures-36-8m-funding-package"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 36800000,
     "currency": "USD",
     "date": "2021",
     "detail": "Series B led by Long Ridge Equity Partners (date not on page; Ripjar's site gives 2021)",
     "raw": "funding_round: 36800000 USD 2021 — Series B led by Long Ridge Equity Partners (date not on page; Ripjar's site gives 2021)",
     "amount_gbp": 26961682,
     "fx_rate": 1.3649,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3649 per £ on 2020-12-31",
     "fx_date": "2020-12-31",
     "fx_note": "year only given: rate for 1 January",
     "txt": "US$36.8m",
     "gbp_txt": "£27m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Knowledge generation"
   ],
   "sectors": [
    "financial crime",
    "screening",
    "intelligence"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "finance",
   "function": "Software that screens customers and payments against watchlists and adverse news and helps investigators trace financial crime, built by former GCHQ staff.",
   "affiliation": "Start-ups",
   "sources": [
    "https://ripjar.com/?p=20",
    "https://www.punchline-gloucester.com/articles/aanews/cheltenham-tech-firm-secures-36-8m-funding-package"
   ],
   "source_quotes": [
    {
     "url": "https://ripjar.com/?p=20",
     "quotes": [
      "GCHQ veterans",
      "UK-based financial crime compliance technology company",
      "CEO Matt Mills appointed in 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.punchline-gloucester.com/articles/aanews/cheltenham-tech-firm-secures-36-8m-funding-package",
     "quotes": [
      "$36.8m Series B funding",
      "Jeremy Annis, CEO of Ripjar",
      "Eagle Tower, Cheltenham"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Eagle Tower, Cheltenham",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-SVC-002",
     "name": "Accenture UK (Data and AI practice)",
     "page": "services",
     "href": "../../services/#org=BIZ-SVC-002",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Long Ridge Equity Partners"
    },
    {
     "kind": "funded_by",
     "name": "Winton Capital"
    },
    {
     "kind": "partner_of",
     "name": "Dow Jones"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-FIN-022",
   "name": "Intelligent AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Last event opened: £2m seed led by Superseed, 2 December 2022. Companies House shows INTELLIGENT AI LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Underwriting software for property insurers that builds a digital model of a building from satellite and other data to flag hazards.",
   "description": "Intelligent AI is an Exeter company founded by chief executive Anthony Peake. Its \"risk underwriting platform for property insurance providers\" builds a virtual replica of a property and applies AI to more than 300 data inputs, including satellite imagery. Superseed led a £2m seed round in December 2022, with the Cornwall & Isle of Scilly Investment Fund. Later status was not checked.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12572147",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12572147",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12572147",
    "ch_note": null
   },
   "place": {
    "text": "Exeter",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Anthony Peake",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/ai/intelligent-ai-seed-funding-20221202"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2000000,
     "currency": "GBP",
     "date": "2022-12-02",
     "detail": "seed led by Superseed",
     "raw": "funding_round: 2000000 GBP 2022-12-02 — seed led by Superseed",
     "amount_gbp": 2000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "sectors": [
    "property insurance",
    "underwriting"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "finance",
   "function": "Underwriting software for property insurers that builds a digital model of a building from satellite and other data to flag hazards.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/intelligent-ai-seed-funding-20221202",
    "https://find-and-update.company-information.service.gov.uk/company/12572147"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/intelligent-ai-seed-funding-20221202",
     "quotes": [
      "£2m in seed funding",
      "Superseed led the round",
      "Exeter-based",
      "risk underwriting platform for property insurance providers"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12572147",
     "quotes": [
      "INTELLIGENT AI LIMITED",
      "Active",
      "24 April 2020",
      "accounts \"Last made up to 30 April 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Exeter",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "SuperSeed"
    },
    {
     "kind": "funded_by",
     "name": "Cornwall & Isle of Scilly Investment Fund"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-HLT-017",
   "name": "Gladys",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a £1.5m seed round led by Cornerstone VC, reported 13 October 2025. Companies House shows GLADYS LTD as Active (checked 31 Oct 2026).",
   "one_line": "Bath company whose AI platform matches people who need home care with local carers and helpers.",
   "description": "Gladys is a Bath-based AI platform for the home care sector that matches people seeking care with local carers and helpers. It was founded in 2023; Georgina Robinson is co-founder and chief executive and Alex Sorisi is a co-founder. In October 2025 it raised £1.5m led by Cornerstone VC, with Exceptional Ventures, Embryo Ventures, Ufi Ventures, Houghton Street Ventures and Conduit EIS Impact Fund.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15041725",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15041725",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15041725",
    "ch_note": null
   },
   "place": {
    "text": "Bath",
    "postcode": "N1 8QN",
    "lat": 51.538364,
    "lng": -0.098222,
    "region": "England: South West",
    "admin_district": "Islington",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Georgina Robinson",
     "role": "Co-founder and CEO",
     "from": "2023",
     "source": "https://www.uktech.news/medtech/gladys-1-5m-ai-home-care-20251013"
    },
    {
     "name": "Alex Sorisi",
     "role": "Co-founder",
     "from": "2023",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1500000,
     "currency": "GBP",
     "date": "2025-10-13",
     "detail": "seed led by Cornerstone VC",
     "raw": "funding_round: 1500000 GBP 2025-10-13 — seed led by Cornerstone VC",
     "amount_gbp": 1500000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "home care",
    "social care"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.ch_number",
     "text": "company.ch_number → 15041725 (founders named in the record are directors: \"ROBINSON, Georgina Clare\" and \"SORISI, Alexandro William\", both from 1 August 2023)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "health",
   "function": "Bath company whose AI platform matches people who need home care with local carers and helpers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/medtech/gladys-1-5m-ai-home-care-20251013",
    "https://find-and-update.company-information.service.gov.uk/search?q=gladys+ai",
    "https://find-and-update.company-information.service.gov.uk/company/15041725/officers",
    "https://find-and-update.company-information.service.gov.uk/company/15041725"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/gladys-1-5m-ai-home-care-20251013",
     "quotes": [
      "The Bath-based tech firm\" \"an AI-powered tech platform built to support the home care sector\" \"a seed funding round worth £1.5m\" \"Georgina Robinson, co-founder and chief executive of Gladys"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=gladys+ai",
     "quotes": [
      "GLADYS LTD",
      "15041725",
      "Incorporated on 1 August 2023",
      "4 Elder Walk, London, England, N1 8QN"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15041725/officers",
     "quotes": [
      "ROBINSON, Georgina Clare",
      "Director",
      "1 August 2023",
      "SORISI, Alexandro William"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15041725",
     "quotes": [
      "GLADYS LTD | Company number 15041725 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Bath",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Cornerstone VC"
    },
    {
     "kind": "funded_by",
     "name": "Ufi Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-006",
   "name": "Small Robot Company",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2026-04-30",
   "status_detail": "Entered creditors' voluntary liquidation with Kroll as liquidators on 1 February 2024; Companies House shows the company dissolved on 30 April 2026.",
   "one_line": "Made small farm robots that mapped, weeded and spot-sprayed arable crops; went into liquidation in 2024 and was dissolved in 2026.",
   "description": "Small Robot Company was incorporated in July 2017 and was based at Porton, near Salisbury. It developed farm robots named Tom, Dick, Harry and Wilma, which Farming UK said would \"plant, feed and weed arable crops autonomously\", using robotics and AI to cut chemical use. Steven Muncaster and Stephen Gerard Clancy of Kroll Advisory were appointed joint liquidators on 1 February 2024 in a creditors' voluntary liquidation. Companies House records the company as dissolved on 30 April 2026. [Round 4, 30 Oct 2026] programme: Tech Nation Net Zero alumnus joining the 2022 climate cohort (IT Pro, trade)",
   "uk_status": "uk",
   "company": {
    "ch_number": "10846464",
    "registered_office": "C/O Kroll Advisory Ltd. The Chancery, 58 Spring Gardens, Manchester, M2 1EW (former office Porton Business Centre, Porton, SP4 0ND)",
    "incorporated": "2017-07-03",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10846464",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10846464",
    "ch_note": null
   },
   "place": {
    "text": "Porton Business Centre, Porton, Salisbury (SP4 0ND)",
    "postcode": "SP4 0ND",
    "lat": 51.133474,
    "lng": -1.739713,
    "region": "England: South West",
    "admin_district": "Wiltshire",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "agriculture",
    "robotics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-small-robot-company",
   "type": "Companies",
   "category": "industry",
   "function": "Made small farm robots that mapped, weeded and spot-sprayed arable crops; went into liquidation in 2024 and was dissolved in 2026.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.thegazette.co.uk/notice/4548633",
    "https://find-and-update.company-information.service.gov.uk/company/10846464",
    "https://www.farminguk.com/news/great-sadness-small-robot-company-put-into-liquidation_64099.html",
    "https://itpro.com/business-strategy/sustainability/369229/20-climate-tech-companies-join-first-uk-programme-to-help"
   ],
   "source_quotes": [
    {
     "url": "https://www.thegazette.co.uk/notice/4548633",
     "quotes": [
      "SMALL ROBOT COMPANY LIMITED\" \"10846464\" \"Manufacturing and development of agricultural machinery\" \"Creditors\" \"1 February 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10846464",
     "quotes": [
      "Dissolved\" \"Dissolved on\" \"30 April 2026\" \"Incorporated on\" \"3 July 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.farminguk.com/news/great-sadness-small-robot-company-put-into-liquidation_64099.html",
     "quotes": [
      "has been put into liquidation",
      "plant, feed and weed arable crops autonomously"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://itpro.com/business-strategy/sustainability/369229/20-climate-tech-companies-join-first-uk-programme-to-help",
     "quotes": [
      "Small Robot Company"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Porton Business Centre, Porton, Salisbury (SP4 0ND)",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-DEF-001",
   "name": "Helsing UK",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Opened its first UK Resilience Factory, near Plymouth, on 19 November 2025 to build the SG-1 Fathom autonomous underwater glider. Companies House shows HELSING LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "British arm of the defence AI company Helsing; builds AI-enabled underwater drones at a factory near Plymouth.",
   "description": "Helsing Limited was incorporated in London in June 2021 as the UK company of Helsing, a defence AI group whose parent is outside the UK. Under the 2024 Trinity House agreement Helsing committed £350m to the UK. On 19 November 2025 it opened an 18,000 sq ft factory near Plymouth, its Maritime Centre of Excellence, to build the SG-1 Fathom, an autonomous underwater glider to help navies find submarines, testing from Turnchapel Wharf. Ned Baker is managing director of Helsing UK.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": "13447361",
    "registered_office": "27 Mortimer Street, London, England, W1T 3BL",
    "incorporated": "2021-06-09",
    "legal_form": "ltd",
    "owner_or_acquirer": "Helsing (parent outside the UK)",
    "headcount": null,
    "ch_number_clean": "13447361",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13447361",
    "ch_note": null
   },
   "place": {
    "text": "Plymouth (factory); London (registered office W1T 3BL)",
    "postcode": "W1T 3BL",
    "lat": 51.518198,
    "lng": -0.138355,
    "region": "England: South West",
    "admin_district": "Westminster",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ned Baker",
     "role": "Managing Director, Helsing UK",
     "from": null,
     "source": "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters"
    },
    {
     "name": "Amelia Gould",
     "role": "General Manager, Maritime, Helsing",
     "from": null,
     "source": null
    }
   ],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": 350000000,
     "currency": "GBP",
     "date": "2024",
     "detail": "commitment to the UK under the Trinity House agreement",
     "raw": "investment_pledge: 350000000 GBP 2024 — commitment to the UK under the Trinity House agreement",
     "amount_gbp": 350000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£350m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "defence",
    "maritime",
    "underwater drones"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-helsing-uk",
   "type": "Companies",
   "category": "defence",
   "function": "British arm of the defence AI company Helsing; builds AI-enabled underwater drones at a factory near Plymouth.",
   "affiliation": "Start-ups",
   "sources": [
    "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters",
    "https://ukdefencejournal.org.uk/helsing-to-build-drone-submarine-factory-in-plymouth/",
    "https://find-and-update.company-information.service.gov.uk/company/13447361"
   ],
   "source_quotes": [
    {
     "url": "https://helsing.ai/newsroom/helsing-opens-its-first-uk-resilience-factory-in-plymouth-to-build-ai-enabled-submarine-hunters",
     "quotes": [
      "19 November 2025",
      "18,000 square feet factory near Plymouth",
      "£350 million commitment to the UK",
      "Managing Director of Helsing UK"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ukdefencejournal.org.uk/helsing-to-build-drone-submarine-factory-in-plymouth/",
     "quotes": [
      "will manufacture SG-1 Fathom autonomous underwater gliders\" (dated July 8, 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13447361",
     "quotes": [
      "HELSING LIMITED\" \"Active\" \"9 June 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Plymouth (factory); London (registered office W1T 3BL)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-157",
     "name": "Ned Baker",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-157",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: alumni_of",
     "id": "BIZ-TAL-158",
     "name": "Will Blyth",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-158",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Helsing"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-DEF-003",
   "name": "Rowden",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "The National Wealth Fund invested £25m in equity on 13 May 2026, its first defence investment and the company's first outside funding. Companies House shows ROWDEN TECHNOLOGIES LTD. as Active (checked 31 Oct 2026).",
   "one_line": "Designs and builds sensing and information systems for the armed forces and emergency services, including AI for submarine acoustics.",
   "description": "Rowden Technologies was incorporated in Bristol in February 2016 (first as 5ZERO2, then Rowden Defence). It designs and builds sensing and information systems for the Ministry of Defence and emergency services, and contributes to the AUKUS AI for Acoustics programme. On 13 May 2026 the National Wealth Fund invested £25m, as sole investor and its first defence deal, with 100 jobs planned in the next year and 500 by 2032. Rob Harper is founder and chief executive. AI is one part of its work rather than its whole business. [Round 4, 30 Oct 2026] place: Bristol [Round 4, 30 Oct 2026] legal name / place: Rowden Technologies; Bristol, with a test and evaluation facility planned in the West Midlands; customers include the UK MoD",
   "uk_status": "uk",
   "company": {
    "ch_number": "09981110",
    "registered_office": "Unit G3c Bolingbroke Way, Patchway, Bristol, England, BS34 6FE",
    "incorporated": "2016-02-01",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09981110",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09981110",
    "ch_note": null
   },
   "place": {
    "text": "Patchway, Bristol (BS34 6FE)",
    "postcode": "BS34 6FE",
    "lat": 51.520453,
    "lng": -2.564858,
    "region": "England: South West",
    "admin_district": "South Gloucestershire",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Rob Harper",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://nationalwealthfund.org.uk/news-and-publications/news/national-wealth-fund-invests-25-million-in-uk-engineering-business-rowden/"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 25000000,
     "currency": "GBP",
     "date": "2026-05-13",
     "detail": "equity from the National Wealth Fund as sole investor",
     "raw": "funding_round: 25000000 GBP 2026-05-13 — equity from the National Wealth Fund as sole investor",
     "amount_gbp": 25000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£25m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI implementation"
   ],
   "sectors": [
    "defence",
    "maritime sensing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-rowden",
   "type": "Companies",
   "category": "defence",
   "function": "Designs and builds sensing and information systems for the armed forces and emergency services, including AI for submarine acoustics.",
   "affiliation": "Start-ups",
   "sources": [
    "https://nationalwealthfund.org.uk/news-and-publications/news/national-wealth-fund-invests-25-million-in-uk-engineering-business-rowden/",
    "https://www.uktech.news/defence-tech/defence-tech-firm-rowden-secures-25m-from-the-national-wealth-fund-20260513",
    "https://www.bairdmaritime.com/security/naval/unmanned-naval-systems/uk-taxpayer-backed-fund-targets-submarine-ai-in-25m-investment",
    "https://find-and-update.company-information.service.gov.uk/company/09981110",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-isomorphic-labs-to-h2chp-20260515"
   ],
   "source_quotes": [
    {
     "url": "https://nationalwealthfund.org.uk/news-and-publications/news/national-wealth-fund-invests-25-million-in-uk-engineering-business-rowden/",
     "quotes": [
      "13 May 2026",
      "designs and builds sensing and information systems",
      "AUKUS AI for Acoustics programme"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/defence-tech/defence-tech-firm-rowden-secures-25m-from-the-national-wealth-fund-20260513",
     "quotes": [
      "invested £25m in British engineering company Rowden Technologies"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.bairdmaritime.com/security/naval/unmanned-naval-systems/uk-taxpayer-backed-fund-targets-submarine-ai-in-25m-investment",
     "quotes": [
      "Rowden's technology is being geared towards use on new submarines"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09981110",
     "quotes": [
      "ROWDEN TECHNOLOGIES LTD.\" \"Active\" \"1 February 2016\" \"ROWDEN DEFENCE LTD."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-isomorphic-labs-to-h2chp-20260515",
     "quotes": [
      "develops modular electronics and software systems"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Patchway, Bristol (BS34 6FE)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-005",
     "name": "National Wealth Fund",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-005",
     "page_label": "Investors"
    },
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Defence",
     "page": "government",
     "href": "../../../government/defence/",
     "page_label": "UK Government AI Universe"
    },
    {
     "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-041",
     "name": "Rowden Technologies (TF RAID first partner; £25m National Wealth Fund investment)",
     "page": "government",
     "href": "../../../government/defence/#org=GOV-MOD-041",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-DEF-012",
   "name": "SpaceAM",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-17",
   "status_detail": "Closed an undisclosed seed round backed by Foresight Group and government defence innovation funding, reported 17 August 2026.",
   "one_line": "Makes very light autonomous sensing systems, combining its own hardware, software and AI, for harsh and contested environments.",
   "description": "SpaceAM is a Gloucestershire defence company that develops \"ultra-lightweight autonomous sensing systems\" for contested and extreme environments. Founder and chief executive Chris Isaac says it combines hardware, software and AI in one platform, \"all in-house and all in the UK\". On 17 August 2026 UKTN reported a seed round of undisclosed size from Foresight Group with government-backed defence innovation funding. Companies House lists Space AM Limited, incorporated 7 April 2021, at Bonds Mill Estate, Stonehouse. [Round 4, 30 Oct 2026] place: Gloucestershire",
   "uk_status": "uk",
   "company": {
    "ch_number": "13317905",
    "registered_office": "The Wheel House, Bonds Mill Estate, Bristol Road, Stonehouse, Gloucestershire, United Kingdom, GL10 3RF",
    "incorporated": "2021-04-07",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13317905",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13317905",
    "ch_note": null
   },
   "place": {
    "text": "Stonehouse, Gloucestershire (GL10 3RF)",
    "postcode": "GL10 3RF",
    "lat": 51.745574,
    "lng": -2.302075,
    "region": "England: South West",
    "admin_district": "Stroud",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Chris Isaac",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/defence-tech/foresight-group-backs-uk-defence-startup-spaceam-20260817"
    },
    {
     "name": "Chris Isaac",
     "role": "Founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/defence-tech/foresight-group-backs-uk-defence-startup-spaceam-20260817",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "note",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "null (seed amount not disclosed)",
     "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": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "defence",
    "sensing",
    "space"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "defence",
   "function": "Makes very light autonomous sensing systems, combining its own hardware, software and AI, for harsh and contested environments.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/defence-tech/foresight-group-backs-uk-defence-startup-spaceam-20260817",
    "https://find-and-update.company-information.service.gov.uk/search?q=spaceam",
    "https://find-and-update.company-information.service.gov.uk/company/13317905"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/defence-tech/foresight-group-backs-uk-defence-startup-spaceam-20260817",
     "quotes": [
      "ultra-lightweight autonomous sensing systems",
      "creating the perfect synergy between hardware, software and AI, all in-house and all in the UK"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=spaceam",
     "quotes": [
      "SPACE AM LIMITED\" \"13317905\" \"7 April 2021\" \"Stonehouse, Gloucestershire"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13317905",
     "quotes": [
      "SPACE AM LIMITED",
      "Active",
      "7 April 2021",
      "71121 - Engineering design activities for industrial process and production"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Stonehouse, Gloucestershire (GL10 3RF)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Foresight Group"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-DEF-015",
   "name": "Sintela",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-25",
   "status_detail": "Named as one of three UK pilot partners in a UK–Ukraine AI agreement reported 25 August 2026.",
   "one_line": "Bristol company named as a partner in UK–Ukraine defence AI pilots (its own work not described on pages opened).",
   "description": "Sintela is a Bristol company named by UKTN on 25 August 2026 as a UK pilot partner, with Mind Foundry and Skyral, under a UK–Ukraine agreement to develop AI technologies. The article describes one pilot that \"turns buried fibre-optic cables into a giant AI-enabled sensor\" but does not say which partner runs it. No company page or Companies House record was opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11015440",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11015440",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11015440",
    "ch_note": null
   },
   "place": {
    "text": "Pill, Bristol (BS20 0DH)",
    "postcode": "BS20 0DH",
    "lat": 51.480134,
    "lng": -2.689338,
    "region": "England: South West",
    "admin_district": "North Somerset",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "defence",
    "sensing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Pill, Bristol (BS20 0DH) — region: England: South West (confirmed)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "defence",
   "function": "Bristol company named as a partner in UK–Ukraine defence AI pilots (its own work not described on pages opened).",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/government-policy/uk-and-ukraine-sign-landmark-ai-deal-to-develop-new-technologies-20260825",
    "https://find-and-update.company-information.service.gov.uk/search?q=sintela"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/government-policy/uk-and-ukraine-sign-landmark-ai-deal-to-develop-new-technologies-20260825",
     "quotes": [
      "pilot partners Sintela (Bristol)",
      "turns buried fibre-optic cables into a giant AI-enabled sensor\" (unattributed)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=sintela",
     "quotes": [
      "SINTELA LIMITED",
      "11015440",
      "Incorporated on 16 October 2017",
      "The Distillery Lodway, Pill, Bristol, England, BS20 0DH"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Pill, Bristol (BS20 0DH)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-DEF-013",
     "name": "Mind Foundry",
     "page": "startups",
     "href": "../../startups/#org=BIZ-SU-DEF-013",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-DEF-014",
     "name": "Skyral",
     "page": "startups",
     "href": "../../startups/#org=BIZ-SU-DEF-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SW-011",
     "name": "Mind Foundry",
     "page": "software",
     "href": "../../software/#org=BIZ-SW-011",
     "page_label": "Software and tools"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-SU-DEF-014",
     "name": "Skyral",
     "page": "startups",
     "href": "../../startups/#org=BIZ-SU-DEF-014",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "UK–Ukraine AI agreement (pilot partner)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-OTH-409",
   "name": "Distil.ai",
   "bucket": "co",
   "status": "active",
   "status_date": "2023-07-06",
   "status_detail": "Raised £1.1m led by Mercia Ventures, reported on 6 July 2023; current status not checked.",
   "one_line": "Exeter company whose data platform uses machine learning to help online retailers understand customers and sell more.",
   "description": "Distil.ai, in Exeter, was founded in 2018 by data scientist Gerry McNicol, who is chief executive. Its platform merges data from online channels into one view of each customer, groups customers into segments and uses AI and machine learning tools to target engagement. BusinessCloud (trade) reported on 6 July 2023 a further £1.1m round led by Mercia Ventures, which had also backed it in 2021. No later source was opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Exeter (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Gerry McNicol",
     "role": "founder and chief executive",
     "from": "2018",
     "source": "https://businesscloud.co.uk/news/distil-ai-raises-1-1m-to-boost-lifeblood-of-any-business/"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1100000,
     "currency": "GBP",
     "date": "2023-07-06",
     "detail": "led by Mercia Ventures with angels",
     "raw": "funding_round: 1100000 GBP 2023-07-06 — led by Mercia Ventures with angels",
     "amount_gbp": 1100000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.1m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "retail",
    "e-commerce",
    "marketing data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "Exeter company whose data platform uses machine learning to help online retailers understand customers and sell more.",
   "affiliation": "Start-ups",
   "sources": [
    "https://businesscloud.co.uk/news/distil-ai-raises-1-1m-to-boost-lifeblood-of-any-business/"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/distil-ai-raises-1-1m-to-boost-lifeblood-of-any-business/",
     "quotes": [
      "the Exeter-based company",
      "has raised a further £1.1 million in a funding round",
      "uses AI and machine learning-powered data tools\" (accessed 2026-10-29) (trade)"
     ],
     "accessed": null,
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Exeter (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Mercia Ventures"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-OTH-810"
   ]
  },
  {
   "id": "BIZ-SU-IND-506",
   "name": "Perceptual Robotics",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists the company as active; the latest funding read on an opened page is £1.6 million in September 2021 (a 2026 University of Bristol release on new funding could not be opened, see Gaps).",
   "one_line": "Drones and computer-vision software that inspect wind turbines and find faults automatically.",
   "description": "Perceptual Robotics was founded in 2016 at the Bristol Robotics Laboratory and develops drones and computer-vision algorithms to detect and analyse faults, used for wind-turbine inspection. In September 2021 it raised £1.6 million in a round led by TSP Ventures, with Humble Holdings and Metavallon VC. Kostas Karachalios was chief executive at that date. The Universities AI Universe records it as a University of Bristol spin-out.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10237436",
    "registered_office": "Future Space, Filton Road, Bristol, England, BS34 8RB",
    "incorporated": "2016-06-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10237436",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10237436",
    "ch_note": null
   },
   "place": {
    "text": "Future Space, Filton Road, Bristol (BS34 8RB; null; null)",
    "postcode": "BS34 8RB",
    "lat": 51.501478,
    "lng": -2.552146,
    "region": "England: South West",
    "admin_district": "South Gloucestershire",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Kostas Karachalios",
     "role": "chief executive (as of September 2021)",
     "from": null,
     "source": "https://www.uktech.news/news/bristol-perceptual-robotics-funding-20210910"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1600000,
     "currency": "GBP",
     "date": "2021-09-10",
     "detail": "led by TSP Ventures",
     "raw": "funding_round: 1600000 GBP 2021-09-10 — led by TSP Ventures",
     "amount_gbp": 1600000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.6m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "energy",
    "wind",
    "inspection",
    "drones"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SU-ENR-705",
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Drones and computer-vision software that inspect wind turbines and find faults automatically.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/news/bristol-perceptual-robotics-funding-20210910",
    "https://find-and-update.company-information.service.gov.uk/company/10237436"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/bristol-perceptual-robotics-funding-20210910",
     "quotes": [
      "develops drones and computer vision algorithms for the autonomous detection and analysis of faults",
      "Founded in 2016 at the Bristol Robotics Laboratory",
      "led by TSP Ventures"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10237436",
     "quotes": [
      "PERCEPTUAL ROBOTICS LIMITED",
      "Active",
      "17 June 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Future Space, Filton Road, Bristol (BS34 8RB; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "spun_out_of",
     "id": "UNI:bristol/BRIAI-095",
     "name": "Universities: bristol/BRIAI-095",
     "page": "universities",
     "href": "https://hazy-wreath-hez6.here.now/bristol/",
     "page_label": "UK Universities AI Universe (new tab)"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "TSP Ventures"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-ENR-705"
   ]
  },
  {
   "id": "BIZ-SU-OTH-506",
   "name": "digiLab",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Named by the University of Exeter on 5 September 2025 among Exeter spin-out companies visited by the Science and Technology Minister. Companies House shows DIGILAB SOLUTIONS LTD as Active (checked 31 Oct 2026).",
   "one_line": "Exeter company that builds AI and machine-learning tools, employing Exeter graduates.",
   "description": "The University of Exeter listed digiLab among the Exeter spin-out companies the Science and Technology Minister visited in September 2025, saying it specialises in AI and machine learning and employs a number of Exeter graduates. A Companies House search shows DIGILAB SOLUTIONS LTD (13292372), incorporated 25 March 2021 at the Generator Hub, Kings Wharf, Exeter; the match is by name and city only (see Gaps). [Labs Round 8, 31 Oct 2026] customers_or_partners: UK Atomic Energy Authority (STEP programme), reported 14 Jan 2026 [Labs Round 8, 31 Oct 2026] Listed on Labs (Energy): built machine-learning models with quantified uncertainty for UKAEA to predict plasma turbulence in spherical tokamak designs (Jan 2026; product BIZ-LAB-10015)",
   "uk_status": "uk",
   "company": {
    "ch_number": "13292372",
    "registered_office": "Generator Hub The Gallery, Kings Wharf, Exeter, England, EX2 4AN",
    "incorporated": "2021-03-25",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13292372",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13292372",
    "ch_note": null
   },
   "place": {
    "text": "Kings Wharf, Exeter (EX2 4AN; null; null)",
    "postcode": "EX2 4AN",
    "lat": 50.718662,
    "lng": -3.530812,
    "region": "England: South West",
    "admin_district": "Exeter",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "engineering",
    "scientific machine learning"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "Exeter company that builds AI and machine-learning tools, employing Exeter graduates.",
   "affiliation": "Start-ups",
   "sources": [
    "https://news.exeter.ac.uk/?p=22533",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=digiLab",
    "https://channellife.co.uk/story/ai-speeds-uk-fusion-tokamak-design-by-100-000-times",
    "https://find-and-update.company-information.service.gov.uk/company/13292372"
   ],
   "source_quotes": [
    {
     "url": "https://news.exeter.ac.uk/?p=22533",
     "quotes": [
      "The Exeter spin-out companies were:",
      "digiLAB, which specialises in AI and machine learning, employing a number of Exeter graduates."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=digiLab",
     "quotes": [
      "DIGILAB SOLUTIONS LTD",
      "13292372",
      "Incorporated on 25 March 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://channellife.co.uk/story/ai-speeds-uk-fusion-tokamak-design-by-100-000-times",
     "quotes": [
      "The models allow UKAEA to explore reactor designs around 100,000 times faster"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13292372",
     "quotes": [
      "DIGILAB SOLUTIONS LTD | Company number 13292372 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Kings Wharf, Exeter (EX2 4AN; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "spun_out_of",
     "id": "UNI:exeter/EXEAI-129",
     "name": "Universities: exeter/EXEAI-129",
     "page": "universities",
     "href": "https://hazy-wreath-hez6.here.now/exeter/",
     "page_label": "UK Universities AI Universe (new tab)"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-LAB-10001",
     "name": "UK Atomic Energy Authority (UKAEA) fusion AI and computing programme",
     "page": "labs",
     "href": "../../labs/#org=BIZ-LAB-10001",
     "page_label": "Labs"
    },
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-10015",
     "name": "Uncertainty Engine (digiLab), as used for UKAEA plasma-turbulence models",
     "page": "labs",
     "href": "../../labs/#org=BIZ-LAB-10015",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-OTH-607",
   "name": "Loopin",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House officers page for Loopin SaaS Ltd shows directors appointed as recently as 8 January 2026; chief executive Ben Williams resigned as a director on 17 September 2025. The company page itself would not open, so status was not read.",
   "one_line": "Bristol software that lets managers follow staff progress, with a generative-AI coach that gives advice.",
   "description": "Loopin is a workplace management tool in which employees share progress updates and a generative AI coach offers advice to managers. In April 2023 UKTN reported that the Bristol company had raised £1.6m from angel investors, quoted chief executive Ben Williams and named Antony Thompson as co-founder. Companies House lists Loopin SaaS Ltd, incorporated on 23 May 2018 with a Bristol address; its officers page shows Antony Charles Thompson a director since 23 May 2018 and Benjamin James Sutton Williams a director from 2018 until 17 September 2025.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11379033",
    "registered_office": "101 Victoria Street, Bristol, Somerset, England, BS1 6PU (from search listing)",
    "incorporated": "2018-05-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11379033",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11379033",
    "ch_note": null
   },
   "place": {
    "text": "Bristol (BS1 6PU)",
    "postcode": "BS1 6PU",
    "lat": 51.450857,
    "lng": -2.586966,
    "region": "England: South West",
    "admin_district": "Bristol, City of",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Antony Thompson",
     "role": "co-founder; director from 2018-05-23",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11379033/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1600000,
     "currency": "GBP",
     "date": "2023-04-17",
     "detail": "from angel investors (single source)",
     "raw": "funding_round: 1600000 GBP 2023-04-17 — from angel investors (single source)",
     "amount_gbp": 1600000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.6m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "AI implementation"
   ],
   "sectors": [
    "workplace management",
    "HR software"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "Bristol software that lets managers follow staff progress, with a generative-AI coach that gives advice.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/loopin-raises-1-6m-20230417",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=loopin",
    "https://find-and-update.company-information.service.gov.uk/company/11379033/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/loopin-raises-1-6m-20230417",
     "quotes": [
      "Loopin, a Bristol-based workplace management startup using generative AI",
      "has raised £1.6m from angel investors"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=loopin",
     "quotes": [
      "LOOPIN SAAS LTD\" \"11379033\" \"Incorporated on 23 May 2018\" \"101 Victoria Street, Bristol, Somerset, England, BS1 6PU"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11379033/officers",
     "quotes": [
      "THOMPSON, Antony Charles\" Director appointed 23 May 2018; \"WILLIAMS, Benjamin James Sutton\" \"Resigned on\" \"17 September 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Bristol (BS1 6PU)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "founded_by",
     "name": "Antony Thompson"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-DEF-603",
   "name": "Online Oceans",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised £4m led by Seraphim Space, reported 30 April 2026; Companies House lists Online Oceans Robotics Limited as active. Companies House shows ONLINE OCEANS ROBOTICS LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Christchurch company building uncrewed surface boats and fleet software for naval and maritime-security patrols.",
   "description": "Online Oceans builds autonomous surface vessels and fleet software for defence and maritime security, including anti-submarine work, protecting undersea infrastructure, border control and stopping smuggling. On 30 April 2026 UKTN reported £4m led by Seraphim Space, with Peter Rive, the Quantum Systems founders and Koro Capital, described it as Christchurch-based and named George Morton as its head. The article does not mention AI; the record rests on the DSIT autonomous-systems domain. Companies House lists Online Oceans Robotics Limited, incorporated on 17 November 2023, as active, with George Matthew Morton a director since incorporation. [Round 4, 30 Oct 2026] place: Christchurch",
   "uk_status": "uk",
   "company": {
    "ch_number": "15290665",
    "registered_office": "7 Bell Yard, London, England, WC2A 2JR",
    "incorporated": "2023-11-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15290665",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15290665",
    "ch_note": null
   },
   "place": {
    "text": "Christchurch (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "George Morton",
     "role": "founder and chief executive; director from 2023-11-17",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/15290665/officers"
    },
    {
     "name": "George Morton",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/defence-tech/online-oceans-raises-4m-to-scale-autonomous-fleets-for-maritime-security-20260430",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4000000,
     "currency": "GBP",
     "date": "2026-04-30",
     "detail": "led by Seraphim Space (single source)",
     "raw": "funding_round: 4000000 GBP 2026-04-30 — led by Seraphim Space (single source)",
     "amount_gbp": 4000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "defence",
    "maritime security"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "defence",
   "function": "Christchurch company building uncrewed surface boats and fleet software for naval and maritime-security patrols.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/defence-tech/online-oceans-raises-4m-to-scale-autonomous-fleets-for-maritime-security-20260430",
    "https://find-and-update.company-information.service.gov.uk/company/15290665",
    "https://find-and-update.company-information.service.gov.uk/company/15290665/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/defence-tech/online-oceans-raises-4m-to-scale-autonomous-fleets-for-maritime-security-20260430",
     "quotes": [
      "Christchurch-based Online Oceans has raised £4m to scale its build"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15290665",
     "quotes": [
      "ONLINE OCEANS ROBOTICS LIMITED\" \"Active\" \"17 November 2023\" \"71129 - Other engineering activities"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15290665/officers",
     "quotes": [
      "MORTON, George Matthew\" \"Active\" \"Director\" \"17 November 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Christchurch (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Seraphim Space"
    },
    {
     "kind": "funded_by",
     "name": "Koro Capital"
    },
    {
     "kind": "founded_by",
     "name": "George Morton"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-CRE-701",
   "name": "LifeScore",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows LifeScore Limited active on 29 October 2026.",
   "one_line": "Software that builds music that adapts as it plays, assembled by AI from recorded layers.",
   "description": "Wiltshire music-technology company founded in 2016 by Philip Sheppard, Ian Drew and Chris Walch. It makes \"adaptive music assembled by AI in multiple layers\". UKTN reported an £11 million Series A in March 2022 led by Octopus Ventures, with Warner Music Group taking part. Companies House shows the company active with a Salisbury registered office; Philip Sheppard resigned as a director on 15 December 2023 and Ian Drew remains a director.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10402385",
    "registered_office": "Crown Chambers, Bridge Street, Salisbury, England, SP1 2LZ",
    "incorporated": "2016-09-29",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10402385",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10402385",
    "ch_note": null
   },
   "place": {
    "text": "Salisbury, Wiltshire (SP1 2LZ; lat/lng null)",
    "postcode": "SP1 2LZ",
    "lat": 51.068827,
    "lng": -1.797793,
    "region": "England: South West",
    "admin_district": "Wiltshire",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ian Drew",
     "role": "co-founder; director since 2016-11-12",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/10402385/officers"
    },
    {
     "name": "Philip Sheppard",
     "role": "co-founder; director 2016-09-29 to 2023-12-15",
     "from": "same source",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 11000000,
     "currency": "GBP",
     "date": "2022-03-07",
     "detail": "Series A led by Octopus Ventures (single source)",
     "raw": "funding_round: 11000000 GBP 2022-03-07 — Series A led by Octopus Ventures (single source)",
     "amount_gbp": 11000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£11m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "music",
    "creative industries"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "creative",
   "function": "Software that builds music that adapts as it plays, assembled by AI from recorded layers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/ai-lifescore-scoops-funding-20220307",
    "https://find-and-update.company-information.service.gov.uk/company/10402385",
    "https://find-and-update.company-information.service.gov.uk/company/10402385/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-lifescore-scoops-funding-20220307",
     "quotes": [
      "LifeScore, an AI-based music technology company has raised £11m",
      "adaptive music assembled by AI in multiple layers"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10402385",
     "quotes": [
      "LIFESCORE LIMITED",
      "Active",
      "Incorporated on 29 September 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10402385/officers",
     "quotes": [
      "DREW, Ian",
      "Director",
      "12 November 2016",
      "SHEPPARD, Philip David",
      "Resigned on 15 December 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Salisbury, Wiltshire (SP1 2LZ; lat/lng null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-201",
     "name": "Octopus Ventures",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-201",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Warner Music Group"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-HLT-704",
   "name": "CellVoyant",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows CellVoyant Technologies Limited active on 29 October 2026.",
   "one_line": "Imaging and AI that predict how living stem cells will behave, to help make cell therapies.",
   "description": "University of Bristol spin-out, founded in 2021, whose imaging technology uses AI to predict the behaviour of live stem cells and how mixed cell populations will evolve. UKTN reported £7.6 million of seed funding in January 2024 led by Octopus Ventures, with Horizons Ventures, Verve Ventures and Air Street Capital. Dr Rafael Carazo Salas is founder and chief executive, and a director since August 2021. [Labs Round 8, 31 Oct 2026] Listed on Labs (Biology): Bristol spin-out (2021) whose AI predicts the behaviour of live stem cells from imaging",
   "uk_status": "uk",
   "company": {
    "ch_number": "13594965",
    "registered_office": "C/O Origin Workspace, 40 Berkeley Square, Bristol, United Kingdom, BS8 1HP",
    "incorporated": "2021-08-31",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13594965",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13594965",
    "ch_note": null
   },
   "place": {
    "text": "Bristol (BS8 1HP; lat/lng null)",
    "postcode": "BS8 1HP",
    "lat": 51.455528,
    "lng": -2.605448,
    "region": "England: South West",
    "admin_district": "Bristol, City of",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Rafael Carazo Salas",
     "role": "founder and chief executive (2024); director since 2021-08-31",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13594965/officers"
    },
    {
     "name": "Rafael Carazo Salas",
     "role": "CEO and founder",
     "from": "2021",
     "source": "https://www.uktech.news/tech-hubs/south-west/bristol/bristol-biotech-cellvoyant-funding-20240116",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 7600000,
     "currency": "GBP",
     "date": "2024-01-16",
     "detail": "seed led by Octopus Ventures (single source)",
     "raw": "funding_round: 7600000 GBP 2024-01-16 — seed led by Octopus Ventures (single source)",
     "amount_gbp": 7600000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£7.6m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "sectors": [
    "health",
    "cell therapy",
    "biotechnology"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "health",
   "function": "Imaging and AI that predict how living stem cells will behave, to help make cell therapies.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/tech-hubs/south-west/bristol/bristol-biotech-cellvoyant-funding-20240116",
    "https://find-and-update.company-information.service.gov.uk/company/13594965",
    "https://find-and-update.company-information.service.gov.uk/company/13594965/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/tech-hubs/south-west/bristol/bristol-biotech-cellvoyant-funding-20240116",
     "quotes": [
      "imaging technology that uses AI to predict the behaviour of live stem cells"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13594965",
     "quotes": [
      "CELLVOYANT TECHNOLOGIES LIMITED",
      "Active",
      "Incorporated on 31 August 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13594965/officers",
     "quotes": [
      "CARAZO SALAS, Rafael Edgardo, Dr",
      "Director",
      "31 August 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Bristol (BS8 1HP; lat/lng null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-201",
     "name": "Octopus Ventures",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-201",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-009",
     "name": "Air Street Capital",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-009",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "University of Bristol"
    },
    {
     "kind": "funded_by",
     "name": "Horizons Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-ENR-705",
   "name": "Perceptual Robotics",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Perceptual Robotics Limited active on 29 October 2026.",
   "one_line": "Drones and AI that inspect wind turbine blades for damage.",
   "description": "UK company providing AI-powered inspection of wind turbines. tech.eu's recap of 3 August 2026 reported that it secured \"£4M+ to scale AI-powered wind inspections\"; investors were not named on that page. Companies House shows Perceptual Robotics Limited, incorporated June 2016, active, with its registered office at Future Space, Filton, Bristol.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10237436",
    "registered_office": "Future Space, Filton Road, Bristol, England, BS34 8RB",
    "incorporated": "2016-06-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10237436",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10237436",
    "ch_note": null
   },
   "place": {
    "text": "Bristol (BS34 8RB; lat/lng null)",
    "postcode": "BS34 8RB",
    "lat": 51.501478,
    "lng": -2.552146,
    "region": "England: South West",
    "admin_district": "South Gloucestershire",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4000000,
     "currency": "GBP",
     "date": "2026",
     "detail": "\"£4M+\", reported in tech.eu recap of 2026-08-03 (single source)",
     "raw": "funding_round: 4000000 GBP 2026 — \"£4M+\", reported in tech.eu recap of 2026-08-03 (single source)",
     "amount_gbp": 4000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "wind energy",
    "inspection",
    "drones"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "energy",
   "function": "Drones and AI that inspect wind turbine blades for damage.",
   "affiliation": "Start-ups",
   "sources": [
    "https://tech.eu/2026/08/03/european-tech-weekly-recap-eur878m-in-weekly-deals-and-key-trends-from-h1-2026/",
    "https://find-and-update.company-information.service.gov.uk/company/10237436"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/08/03/european-tech-weekly-recap-eur878m-in-weekly-deals-and-key-trends-from-h1-2026/",
     "quotes": [
      "Perceptual Robotics secures £4M+ to scale AI-powered wind inspections"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10237436",
     "quotes": [
      "PERCEPTUAL ROBOTICS LIMITED",
      "Active",
      "Incorporated on 17 June 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Bristol (BS34 8RB; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-IND-506"
   ]
  },
  {
   "id": "BIZ-SU-OTH-810",
   "name": "Distil.ai",
   "bucket": "co",
   "status": "active",
   "status_date": "2023-07",
   "status_detail": "Last dated position read: £1.1m seed round in July 2023 (UKTN). The company was not found at Companies House under the name Distil.ai, so current status is not confirmed.",
   "one_line": "Software for online retailers that gathers customer behaviour data and groups customers using AI.",
   "description": "Distil.ai was founded in Exeter in 2018 by data scientist Gerry McNicol, its chief executive. Its platform pulls in customer behaviour data for e-commerce businesses and segments it using artificial intelligence. UKTN reported a £1.1m seed round led by Mercia Ventures in July 2023; Mercia had backed it in 2021. Its UK legal entity was not identified.",
   "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": "Exeter",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Gerry McNicol",
     "role": "founder and chief executive (as of 2023)",
     "from": null,
     "source": "https://www.uktech.news/ecommerce/distil-ai-funding-20230706"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1100000,
     "currency": "GBP",
     "date": "2023-07",
     "detail": "seed led by Mercia Ventures",
     "raw": "funding_round: 1100000 GBP 2023-07 — seed led by Mercia Ventures",
     "amount_gbp": 1100000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.1m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "e-commerce",
    "marketing analytics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SU-OTH-409",
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "Software for online retailers that gathers customer behaviour data and groups customers using AI.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ecommerce/distil-ai-funding-20230706"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ecommerce/distil-ai-funding-20230706",
     "quotes": [
      "its platform that pulls in customer behaviour data for ecommerce businesses and segments it using artificial intelligence",
      "The Exeter-based company"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Exeter",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Mercia Ventures"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-OTH-409"
   ]
  },
  {
   "id": "BIZ-SU-IND-815",
   "name": "Oshen",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08",
   "status_detail": "tech.eu reported a €4.27m raise in the week to 24 August 2026; Companies House shows Oshen Ltd active in Plymouth.",
   "one_line": "Swarms of small autonomous ocean robots that collect data at sea for monitoring.",
   "description": "Oshen builds swarms of ocean robots that act as the ocean's \"eyes and ears\", collecting data at sea. tech.eu listed it as a UK company raising €4.27m in August 2026; investors were not named. Oshen Ltd is registered at Turnchapel Wharf, Plymouth, with an engineering SIC code. People were not named in the source read.",
   "uk_status": "uk",
   "company": {
    "ch_number": "14036557",
    "registered_office": "Unit 4 A&B Turnchapel Wharf, Barton Road, Plymouth, United Kingdom, PL9 9RQ",
    "incorporated": "2022-04-08",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14036557",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14036557",
    "ch_note": null
   },
   "place": {
    "text": "Plymouth (PL9 9RQ; null; null)",
    "postcode": "PL9 9RQ",
    "lat": 50.356979,
    "lng": -4.113449,
    "region": "England: South West",
    "admin_district": "Plymouth",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4270000,
     "currency": "EUR",
     "date": "2026-08",
     "detail": "investors not named",
     "raw": "funding_round: 4270000 EUR 2026-08 — investors not named",
     "amount_gbp": 3650509,
     "fx_rate": 1.1697,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), €1.1697 per £ on 2026-07-31",
     "fx_date": "2026-07-31",
     "fx_note": "month only given: rate for the 1st",
     "txt": "€4.3m",
     "gbp_txt": "£3.7m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "marine robotics",
    "ocean monitoring"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Swarms of small autonomous ocean robots that collect data at sea for monitoring.",
   "affiliation": "Start-ups",
   "sources": [
    "https://tech.eu/2026/08/24/european-tech-weekly-recap-more-than-45-tech-funding-deals-worth-over-eur28b/",
    "https://find-and-update.company-information.service.gov.uk/company/14036557"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/08/24/european-tech-weekly-recap-more-than-45-tech-funding-deals-worth-over-eur28b/",
     "quotes": [
      "UK: Oshen raises €4.27M to scale robot swarms that act as the ocean’s “eyes and ears"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14036557",
     "quotes": [
      "OSHEN LTD",
      "Active",
      "Incorporated on 8 April 2022",
      "71129 - Other engineering activities"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Plymouth (PL9 9RQ; null; null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-BIG-2004",
   "name": "NVIDIA AI lab, Bristol",
   "bucket": "site",
   "status": "operating; expansion announced",
   "status_date": "2025-06-08",
   "status_detail": null,
   "one_line": "NVIDIA's AI research lab in Bristol; in June 2025 the government said it would expand to other parts of the UK.",
   "description": "[Labs Round 7, 30 Oct 2026] Listed on Labs (Corporate research labs)",
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "UK research teams",
   "function": "NVIDIA's AI research lab in Bristol; in June 2025 the government said it would expand to other parts of the UK.",
   "affiliation": "Big tech in the UK",
   "sources": [
    "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
    "https://nvidianews.nvidia.com/news/nvidia-commits-250-million-to-advance-uk-agentic-safety-and-security-research-over-the-next-five-years",
    "https://blogs.nvidia.com/blog/uk-partner-ecosystem-ai-makers/",
    "https://blogs.nvidia.com/blog/uk-ai-vision/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/pm-launches-national-skills-drive-to-unlock-opportunities-for-young-people-in-tech",
     "quotes": [
      "NVIDIA will expand its AI lab in Bristol to other areas of the UK to accelerate UK research in AI."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://nvidianews.nvidia.com/news/nvidia-commits-250-million-to-advance-uk-agentic-safety-and-security-research-over-the-next-five-years",
     "quotes": [
      "AI capability and safety must advance together,"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://blogs.nvidia.com/blog/uk-partner-ecosystem-ai-makers/",
     "quotes": [
      "The U.K. is driving investments in sovereign AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://blogs.nvidia.com/blog/uk-ai-vision/",
     "quotes": [
      "first U.K. Sovereign AI Industry Forum"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "big-tech"
    }
   ],
   "div_label": "Big tech in the UK",
   "location": "Bristol (—)",
   "status_group": "operating; expansion announced",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-BIG-014",
     "name": "NVIDIA (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-014",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-BIG-2023",
   "name": "Graphcore AI development lab, Bristol (SoftBank)",
   "bucket": "site",
   "status": "announced",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Graphcore and SoftBank announced a new AI development lab in Bristol, doubling their headcount to 750 jobs.",
   "description": "[Labs Round 7, 30 Oct 2026] Listed on Labs (Corporate research labs)",
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Marcus McElroy",
     "role": "General Manager; \"at the helm\"",
     "from": "2026-07-31",
     "source": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "round4": true
    },
    {
     "name": "Nigel Toon",
     "role": "Co-founder; stepped down as Executive Chair",
     "from": "left 2026-07-31",
     "source": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "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": "Data centres and compute sites",
   "category": "UK research teams",
   "function": "Graphcore and SoftBank announced a new AI development lab in Bristol, doubling their headcount to 750 jobs.",
   "affiliation": "Big tech in the UK",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
    "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
    "https://www.graphcore.ai/posts/graphcore-joins-softbank-group-to-build-next-generation-of-ai-compute",
    "https://www.graphcore.ai/about",
    "https://www.graphcore.ai/posts/graphcore-begins-hiring-drive-with-75-new-jobs"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "a new AI development lab in Bristol - doubling their headcount to 750 jobs."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-co-founder-and-executive-chair-nigel-toon-steps-down",
     "quotes": [
      "I now leave Graphcore in safe hands with Marcus McElroy at the helm"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-joins-softbank-group-to-build-next-generation-of-ai-compute",
     "quotes": [
      "Graphcore becomes a wholly owned subsidiary of SoftBank and will continue to operate under the Graphcore name."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/about",
     "quotes": [
      "Graphcore is now a wholly owned subsidiary of SoftBank Group Corp"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.graphcore.ai/posts/graphcore-begins-hiring-drive-with-75-new-jobs",
     "quotes": [
      "Graphcore is a place where people can come to do their very best work."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "big-tech"
    }
   ],
   "div_label": "Big tech in the UK",
   "location": "Bristol (—)",
   "status_group": "announced",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "SoftBank"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-BIG-2031",
   "name": "Isambard-AI build (HPE and NVIDIA for the University of Bristol)",
   "bucket": "part",
   "status": "operating",
   "status_date": "2025-07-17",
   "status_detail": null,
   "one_line": "HPE built Isambard-AI with NVIDIA chips for the government's AI Research Resource; operated by the University of Bristol at the National Composites Centre.",
   "description": "[Big tech Round 1, 30 Oct 2026] Isambard-AI: £225m of government funding, built by HPE with 5,448 NVIDIA GH200 chips, fully operational at the University of Bristol in July 2025 (about 21 exaFLOPS of AI performance); runs UK-LLM, a sovereign language-model project with UCL, Bangor University and NVIDIA covering public services and Welsh, plus UK Biobank and drug-discovery work. (Big tech file, lines 163–164; no source link given.)",
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": {
    "text": "National Composites Centre, Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "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": "Partnerships and contracts",
   "category": "government partnerships",
   "function": "HPE built Isambard-AI with NVIDIA chips for the government's AI Research Resource; operated by the University of Bristol at the National Composites Centre.",
   "affiliation": "Big tech in the UK",
   "sources": [
    "https://www.gov.uk/government/publications/ai-research-resource/airr-advanced-supercomputers-for-the-uk",
    "https://www.gov.uk/government/news/technology-secretary-announces-investment-boost-making-british-ai-supercomputing-30-times-more-powerful"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-research-resource/airr-advanced-supercomputers-for-the-uk",
     "quotes": [
      "operated by the University of Bristol at Bristol's National Composites Centre"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/technology-secretary-announces-investment-boost-making-british-ai-supercomputing-30-times-more-powerful",
     "quotes": [
      "5,000 advanced AI (artificial intelligence) chips from Nvidia"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Partnerships and contracts",
     "div": "big-tech"
    }
   ],
   "div_label": "Big tech in the UK",
   "location": "National Composites Centre, Bristol (—)",
   "status_group": "operating",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-2030",
     "name": "Hewlett Packard Enterprise (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-2030",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-014",
     "name": "NVIDIA (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-014",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "part_of",
     "id": "BIZ-CLD-016",
     "name": "AI Research Resource (AIRR)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-016",
     "page_label": "Cloud and compute"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-CHIP-2054",
   "name": "Graphcore Bow IPU",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2022-03-03",
   "status_detail": null,
   "one_line": "Graphcore's third-generation AI processor, the first to use TSMC's wafer-on-wafer 3D stacking; claimed up to 40% more performance than GC200.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "named chip products",
   "function": "Graphcore's third-generation AI processor, the first to use TSMC's wafer-on-wafer 3D stacking; claimed up to 40% more performance than GC200.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/",
     "quotes": [
      "The Bow IPU provides up to 40% more performance with 16% better power efficiency."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [
    {
     "kind": "buys_from",
     "name": "TSMC"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-CHIP-2055",
   "name": "Graphcore BowPod 1024",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2022-03-03",
   "status_detail": null,
   "one_line": "Graphcore rack system holding 1,024 Bow processors for AI training and inference; offered via Cirrascale's cloud.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "named chip products",
   "function": "Graphcore rack system holding 1,024 Bow processors for AI training and inference; offered via Cirrascale's cloud.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/",
     "quotes": [
      "The BowPod 1024 rack unit with 1024 Bow processors will provide 350 PFLOPS of performance."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-CHIP-2056",
   "name": "Graphcore GC200 IPU (Colossus MK2)",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2020-07-20",
   "status_detail": null,
   "one_line": "Graphcore's second-generation 7nm AI processor, made by TSMC, with 1,472 cores and 900MB of on-chip memory.",
   "description": "[Round 7, 30 Oct 2026] Chips and hardware: World's first 3D wafer-on-wafer (TSMC SoIC) AI processor delivering 350 TFLOPS of AI compute with 900 MB of in-processor SRAM.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "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": "named chip products",
   "function": "Graphcore's second-generation 7nm AI processor, made by TSMC, with 1,472 cores and 900MB of on-chip memory.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/graphcore-adds-7nm-ai-ipu-and-1u-quad-processor-board/",
    "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/graphcore-adds-7nm-ai-ipu-and-1u-quad-processor-board/",
     "quotes": [
      "second-generation 'Colossus' intelligent processor unit (IPU), the GC200"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/graphcore-boosts-ai-performance-to-exascale-with-wafer-on-wafer-technology/",
     "quotes": [
      "architecturally compatible with the GC200 IPU processor"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [
    {
     "kind": "buys_from",
     "name": "TSMC"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-CHIP-2057",
   "name": "Graphcore IPU-M2000",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2020-07-20",
   "status_detail": null,
   "one_line": "Graphcore 1U machine with four GC200 processors, the building block of its data-centre IPU pods.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "named chip products",
   "function": "Graphcore 1U machine with four GC200 processors, the building block of its data-centre IPU pods.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/graphcore-adds-7nm-ai-ipu-and-1u-quad-processor-board/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/graphcore-adds-7nm-ai-ipu-and-1u-quad-processor-board/",
     "quotes": [
      "The IPU-M2000 delivers 1PetaFlop of AI compute and up to 450Gbytes of memory."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-003"
   ]
  },
  {
   "id": "BIZ-CHIP-2058",
   "name": "XMOS xcore.ai",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2020-02-13",
   "status_detail": null,
   "one_line": "XMOS low-cost crossover processor for AI in connected devices (\"AIoT\"), backed by an AIoT software kit with TensorFlow support.",
   "description": "[Round 7, 30 Oct 2026] Chips and hardware: Crossover IoT/voice AI processor combining deterministic real-time I/O, DSP, RISC control, and vector neural network acceleration under $1.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "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": "named chip products",
   "function": "XMOS low-cost crossover processor for AI in connected devices (\"AIoT\"), backed by an AIoT software kit with TensorFlow support.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/low-cost-ai-processor-targets-aiot/",
    "https://www.eenewseurope.com/en/xmos-sdk-for-connected-ai-devices/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/low-cost-ai-processor-targets-aiot/",
     "quotes": [
      "Low-cost AI processor targets AIoT"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.eenewseurope.com/en/xmos-sdk-for-connected-ai-devices/",
     "quotes": [
      "Our AIoT SDK enables developers to create intelligent endpoint-AI solutions for a huge variety of applications."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-016"
   ]
  },
  {
   "id": "BIZ-CHIP-2059",
   "name": "XMOS xcore-voice",
   "bucket": "prod",
   "status": "launched",
   "status_date": "2023-04-15",
   "status_detail": null,
   "one_line": "XMOS voice AI platform of hardware, software and tools on xcore chips; generally available from 15 April 2023.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Chips, models and products",
   "category": "named chip products",
   "function": "XMOS voice AI platform of hardware, software and tools on xcore chips; generally available from 15 April 2023.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://www.eenewseurope.com/en/xmos-launches-voice-ai-platform/"
   ],
   "source_quotes": [
    {
     "url": "https://www.eenewseurope.com/en/xmos-launches-voice-ai-platform/",
     "quotes": [
      "UK microcontroller maker Xmos has launched a complete voice AI system built on xcore platform hardware, software and tools."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": "launched",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CHIP-016"
   ]
  },
  {
   "id": "BIZ-DC-2062",
   "name": "Viridor/Rivington Avonmouth data centre, Bristol",
   "bucket": "site",
   "status": "planning application submitted",
   "status_date": null,
   "status_detail": null,
   "one_line": "Data centre beside a Viridor energy-from-waste plant at Avonmouth; operations expected 2027 if approved. Power: 40MW (as stated). Stage: planning application.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Avonmouth, Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "planned and proposed (planning applications)",
   "function": "Data centre beside a Viridor energy-from-waste plant at Avonmouth; operations expected 2027 if approved. Power: 40MW (as stated). Stage: planning application.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.datacenterdynamics.com/en/news/viridor-and-rivington-energy-plan-200mw-of-efw-powered-data-centers-across-uk/"
   ],
   "source_quotes": [
    {
     "url": "https://www.datacenterdynamics.com/en/news/viridor-and-rivington-energy-plan-200mw-of-efw-powered-data-centers-across-uk/",
     "quotes": [
      "provide reliable, long-term power directly to critical digital infrastructure"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Avonmouth, Bristol",
   "status_group": "planning application submitted",
   "ext_links": [
    {
     "kind": "linked from: operates",
     "id": "BIZ-DC-2079",
     "name": "Rivington Energy",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2079",
     "page_label": "Data centres"
    },
    {
     "kind": "part_of",
     "id": "BIZ-DC-2061",
     "name": "Viridor and Rivington Energy waste-to-energy data centre programme",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-2061",
     "page_label": "Data centres"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-DC-2066",
   "name": "National AI Data Facility, Bristol",
   "bucket": "site",
   "status": "planned",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "Planned national data facility next to the Isambard-AI supercomputer in Bristol. Power: MW not stated. Stage: planned.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "supercomputer and research sites",
   "function": "Planned national data facility next to the Isambard-AI supercomputer in Bristol. Power: MW not stated. Stage: planned.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/ai-to-power-national-renewal-as-government-announces-billions-of-additional-investment-and-new-plans-to-boost-uk-businesses-jobs-and-innovation",
     "quotes": [
      "critical part"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Bristol",
   "status_group": "planned",
   "ext_links": [],
   "label_links": [
    {
     "kind": "located_in",
     "name": "Bristol and Bath Science Park"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-DC-2087",
   "name": "Ark Spring Park (SN13 9GB)",
   "bucket": "site",
   "status": "listed by operator (ready for service 2010)",
   "status_date": "2026-10-30",
   "status_detail": null,
   "one_line": "Ark campus listed with six data centres, ready for service from 2010. Power: 55MW total compute capacity (as stated). Stage not stated.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Spring Park (SN13 9GB)",
    "postcode": "SN13 9GB",
    "lat": 51.418816,
    "lng": -2.214751,
    "region": "England: South West",
    "admin_district": "Wiltshire",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "hyperscale and AI campuses",
   "function": "Ark campus listed with six data centres, ready for service from 2010. Power: 55MW total compute capacity (as stated). Stage not stated.",
   "affiliation": "Data centres",
   "sources": [
    "https://www.ark-d-c.com/locations/spring-park",
    "https://www.ark-d-c.com/locations"
   ],
   "source_quotes": [
    {
     "url": "https://www.ark-d-c.com/locations/spring-park",
     "quotes": [
      "Spring Park fuses sleek, glass-fronted architecture with lush landscaping to inspire innovation."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ark-d-c.com/locations",
     "quotes": [
      "27 world-class data centres across 9 strategic locations"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Spring Park (SN13 9GB)",
   "status_group": "listed by operator (ready for service 2010)",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-020"
   ]
  },
  {
   "id": "BIZ-CLD-2003",
   "name": "Isambard 3",
   "bucket": "site",
   "status": "active",
   "status_date": "2026-10",
   "status_detail": null,
   "one_line": "Tier-2 supercomputer of the GW4 universities led by the University of Bristol; 384 NVIDIA Grace CPU Superchip nodes; separate from Isambard-AI.",
   "description": "[Round 6, 30 Oct 2026] funding, vendor, size: £10m UKRI award (2023-05-22) to GW4 (Bristol, Bath, Cardiff, Exeter) with HPE, NVIDIA and Arm; NVIDIA Grace CPU Superchip; at least 55,000 cores; HPE POD at the National Composites Centre; Cray ClusterStor E1000; ready early 2024; main system 384 Arm nodes, 2 × 72-core; MACS nodes with A100, H100, MI100; PI Prof Simon McIntosh-Smith",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "national and research compute",
   "function": "Tier-2 supercomputer of the GW4 universities led by the University of Bristol; 384 NVIDIA Grace CPU Superchip nodes; separate from Isambard-AI.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://www.ukri.org/councils/epsrc/facilities-and-resources/find-an-epsrc-facility-or-resource/",
    "https://docs.hpc.shef.ac.uk/en/latest/other-uk-hpc-resources.html",
    "https://www.bristol.ac.uk/news/2023/may/isambard-3-investment.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/councils/epsrc/facilities-and-resources/find-an-epsrc-facility-or-resource/",
     "quotes": [
      "Isambard 3 Tier 2 Supercomputer led by University of Bristol"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://docs.hpc.shef.ac.uk/en/latest/other-uk-hpc-resources.html",
     "quotes": [
      "Isambard 3 is the GW4 Tier-2 HPC system, distinct from Isambard AI."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/news/2023/may/isambard-3-investment.html",
     "quotes": [
      "have been awarded £10 million by UK Research and Innovation (UKRI).\"; https://docs.hpc.shef.ac.uk/en/latest/other-uk-hpc-resources.html — \"Its main Arm-based system has 384 nodes,"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Bristol (—)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "GW4"
    },
    {
     "kind": "partner_of",
     "name": "Isambard-AI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-CLD-2024",
   "name": "Isambard (first GW4 system)",
   "bucket": "site",
   "status": "historical (succeeded by Isambard 3)",
   "status_date": null,
   "status_detail": null,
   "one_line": "Arm-based Tier-2 supercomputer funded by EPSRC for the GW4 universities (Bristol, Bath, Cardiff, Exeter), led by the University of Bristol.",
   "description": "[Round 6, 30 Oct 2026] history: First production supercomputer built around Arm processors; originally hosted by the Met Office; Isambard project began 2016 as a GW4 Arm test",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "national and research compute",
   "function": "Arm-based Tier-2 supercomputer funded by EPSRC for the GW4 universities (Bristol, Bath, Cardiff, Exeter), led by the University of Bristol.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://bristol.ac.uk/acrc/high-performance-computing/national-hpc-facilities",
    "https://www.ukri.org/wp-content/uploads/2022/07/EPSRC-050722-ImpactEPSRCInvestmentsHighPerformanceComputingInfrastructure.pdf",
    "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/uks-sovereign-ai-supercomputing-stack.html"
   ],
   "source_quotes": [
    {
     "url": "https://bristol.ac.uk/acrc/high-performance-computing/national-hpc-facilities",
     "quotes": [
      "Isambard is an ARM based supercomputer.",
      "This is a Tier 2 site funded by EPSRC for the GW4 consortium."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukri.org/wp-content/uploads/2022/07/EPSRC-050722-ImpactEPSRCInvestmentsHighPerformanceComputingInfrastructure.pdf",
     "quotes": [
      "a further £20.6 million in six new Tier-2 Centres in 2016"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/uks-sovereign-ai-supercomputing-stack.html",
     "quotes": [
      "The original Isambard system was the first production supercomputers built around Arm processors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Bristol (—)",
   "status_group": "historical (succeeded by Isambard 3)",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "GW4"
    },
    {
     "kind": "funded_by",
     "name": "EPSRC"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CLD-2029",
   "name": "Met Office supercomputer (Microsoft Azure-based)",
   "bucket": "site",
   "status": "active",
   "status_date": "2025-09",
   "status_detail": null,
   "one_line": "Met Office forecasting supercomputer run by Microsoft on Azure in dedicated halls of Microsoft data centres under a £1.2bn contract awarded February 2021.",
   "description": "[Big tech Round 1, 30 Oct 2026] BIG TECH IN THE UK: GP-20: Microsoft with the Met Office (DSIT), £1.2bn weather and climate supercomputer programme hosted on Azure, 2021 to 2032. (Big tech file, line 155; no source link given.)",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Exeter (operator HQ; system location not stated) (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "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": "Data centres and compute sites",
   "category": "national and research compute",
   "function": "Met Office forecasting supercomputer run by Microsoft on Azure in dedicated halls of Microsoft data centres under a £1.2bn contract awarded February 2021.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://www.gov.uk/government/news/record-breaking-150bn-investment-unveiled-during-us-state-visit",
    "https://www.datacenterdynamics.com/en/news/met-office-switches-to-microsoft-azure-based-supercomputer/"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/record-breaking-150bn-investment-unveiled-during-us-state-visit",
     "quotes": [
      "Supercomputer Delivery Programme with Microsoft"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.datacenterdynamics.com/en/news/met-office-switches-to-microsoft-azure-based-supercomputer/",
     "quotes": [
      "While based on Microsoft Azure, the supercomputer is not hosted on the public cloud."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Exeter (operator HQ; system location not stated) (—)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "buys_from",
     "id": "BIZ-CLD-008",
     "name": "Microsoft Azure UK regions (UK South and UK West)",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-008",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "part_of",
     "id": "BIZ-CLD-026",
     "name": "UK Compute Roadmap",
     "page": "cloud",
     "href": "../../cloud/#org=BIZ-CLD-026",
     "page_label": "Cloud and compute"
    },
    {
     "kind": "linked from: see",
     "id": "BIZ-LAB-6007",
     "name": "Met Office AI research (National Capability AI Programme)",
     "page": "labs",
     "href": "../../labs/#org=BIZ-LAB-6007",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CLD-2071"
   ]
  },
  {
   "id": "BIZ-CLD-2032",
   "name": "BlueCrystal 4",
   "bucket": "site",
   "status": "active",
   "status_date": null,
   "status_detail": null,
   "one_line": "University of Bristol's own HPC cluster (Tier-3), used for test runs before applying to national services.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "national and research compute",
   "function": "University of Bristol's own HPC cluster (Tier-3), used for test runs before applying to national services.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://bristol.ac.uk/acrc/high-performance-computing/national-hpc-facilities"
   ],
   "source_quotes": [
    {
     "url": "https://bristol.ac.uk/acrc/high-performance-computing/national-hpc-facilities",
     "quotes": [
      "It is often useful to have performed test runs on BlueCrystal 4 to support your application."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Bristol (—)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-CLD-2071",
   "name": "Monsoon2 (joint NERC–Met Office service)",
   "bucket": "site",
   "status": "active",
   "status_date": "2026-07",
   "status_detail": null,
   "one_line": "Joint NERC and Met Office supercomputing service on the Met Office Cray XC40, for environmental research.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Exeter (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "verified",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Data centres and compute sites",
   "category": "national and research compute",
   "function": "Joint NERC and Met Office supercomputing service on the Met Office Cray XC40, for environmental research.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://www.ukri.org/wp-content/uploads/2025/09/NERC-150925-PolicyAccessHighPerformanceComputing.pdf",
    "https://www.ukri.org/councils/nerc/facilities%20and%20resources/find%20a%20nerc%20facility%20or%20resource/applying%20to%20use%20high%20performance%20computing%20services/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/wp-content/uploads/2025/09/NERC-150925-PolicyAccessHighPerformanceComputing.pdf",
     "quotes": [
      "Monsoon2, the Joint NERC/Met Office service"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukri.org/councils/nerc/facilities%20and%20resources/find%20a%20nerc%20facility%20or%20resource/applying%20to%20use%20high%20performance%20computing%20services/",
     "quotes": [
      "Monsoon is the joint NERC-Met Office supercomputing service."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Exeter (—)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "NERC"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-CLD-2029"
   ]
  },
  {
   "id": "BIZ-CLD-2076",
   "name": "Isambard-AI data repository (BriCS)",
   "bucket": "prog",
   "status": "announced",
   "status_date": "2025-11-20",
   "status_detail": null,
   "one_line": "New government data repository to sit alongside Isambard-AI at the Bristol Centre for Supercomputing.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol (—)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "national and research compute",
   "function": "New government data repository to sit alongside Isambard-AI at the Bristol Centre for Supercomputing.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://www.gov.uk/government/publications/ai-for-science-strategy/ai-for-science-strategy"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/ai-for-science-strategy/ai-for-science-strategy",
     "quotes": [
      "Government will establish a new data repository to be co-located with Isambard-AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Bristol (—)",
   "status_group": "announced",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Isambard-AI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-TAL-2007",
   "name": "UKRI AI CDT in Practice-Oriented Artificial Intelligence (PrO-AI)",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre on practice-oriented AI; 2023 round; led by Prof Peter Flach.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre on practice-oriented AI; 2023 round; led by Prof Peter Flach.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Practice-Oriented Artificial Intelligence (PrO-AI)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": "Bristol",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2001",
     "name": "UKRI AI Centres for Doctoral Training",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2001",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-TAL-2016",
   "name": "UKRI AI CDT in Environmental Intelligence: Data Science and AI for Sustainable Futures",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in environmental data science and AI; 2018 round; led by Prof Gavin Shaddick.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Exeter",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in environmental data science and AI; 2018 round; led by Prof Gavin Shaddick.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Environmental Intelligence: Data Science and AI for Sustainable Futures"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": "Exeter",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2001",
     "name": "UKRI AI Centres for Doctoral Training",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2001",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Exeter"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2021",
   "name": "UKRI AI CDT in Accountable, Responsible and Transparent AI",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in accountable, responsible and transparent AI; 2018 round; led by Prof Eamonn O'Neill.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bath",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in accountable, responsible and transparent AI; 2018 round; led by Prof Eamonn O'Neill.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Accountable, Responsible and Transparent AI"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": "Bath",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2001",
     "name": "UKRI AI Centres for Doctoral Training",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2001",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "part_of",
     "name": "University of Bath"
    },
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2026",
   "name": "UKRI AI CDT in Interactive Artificial Intelligence",
   "bucket": "prog",
   "status": "listed",
   "status_date": "2026-10-30 (page read)",
   "status_detail": null,
   "one_line": "AI PhD training centre in interactive AI; 2018 round; led by Prof Peter Flach.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "AI PhD training centre in interactive AI; 2018 round; led by Prof Peter Flach.",
   "affiliation": "Talent",
   "sources": [
    "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/what-we-offer/how-we-work-in-ai/ukri-artificial-intelligence-centres-for-doctoral-training/",
     "quotes": [
      "UKRI AI Centre for Doctoral Training in Interactive Artificial Intelligence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": "Bristol",
   "status_group": "listed",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2001",
     "name": "UKRI AI Centres for Doctoral Training",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2001",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "UKRI"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-DC-007"
   ]
  },
  {
   "id": "BIZ-TAL-2203",
   "name": "TechFirst Local project: Creating Entry-Level Environmental Intelligence System Technician Roles Through AI-Enabled Environmental Monitoring Deployment in Cornwall",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Secure Forests CIC linking local people to AI and tech jobs; 8-10 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Secure Forests CIC linking local people to AI and tech jobs; 8-10 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "Creating Entry-Level Environmental Intelligence System Technician Roles Through AI-Enabled Environmental Monitoring Deployment in Cornwall"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Secure Forests CIC (lead organisation)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2204",
   "name": "TechFirst Local project: AI Talent Pipeline South West",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by Taught by Humans Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by Taught by Humans Ltd linking local people to AI and tech jobs; 50 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Talent Pipeline South West"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Taught by Humans Ltd (lead organisation)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-TAL-2207",
   "name": "TechFirst Local project: HarbourPilot: Connecting South West Talent to Entry-Level AI Jobs",
   "bucket": "prog",
   "status": "active",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project led by The Smart Working Revolution Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "programmes and fellowships",
   "function": "TechFirst Local project led by The Smart Working Revolution Ltd linking local people to AI and tech jobs; 30 jobs expected; due to finish by March 2027.",
   "affiliation": "Talent",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "HarbourPilot: Connecting South West Talent to Entry-Level AI Jobs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "talent"
    }
   ],
   "div_label": "Talent",
   "location": null,
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "The Smart Working Revolution Ltd (lead organisation)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SVC-2017",
   "name": "Exeter College (data scientist apprenticeship)",
   "bucket": "org",
   "status": "active (listed provider)",
   "status_date": "2026-10-30",
   "status_detail": null,
   "one_line": "Further education college listed as a provider of the level 6 data scientist degree apprenticeship.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Exeter",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Networks, bodies, events and media",
   "category": "apprenticeship providers",
   "function": "Further education college listed as a provider of the level 6 data scientist degree apprenticeship.",
   "affiliation": "Services and skills",
   "sources": [
    "https://findapprenticeshiptraining.apprenticeships.education.gov.uk/courses/337/providers"
   ],
   "source_quotes": [
    {
     "url": "https://findapprenticeshiptraining.apprenticeships.education.gov.uk/courses/337/providers",
     "quotes": [
      "EXETER COLLEGE"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "services"
    }
   ],
   "div_label": "Services and skills",
   "location": "Exeter",
   "status_group": "active (listed provider)",
   "ext_links": [
    {
     "kind": "supplies",
     "id": "BIZ-SVC-2002",
     "name": "Data scientist (integrated degree) (level 6) apprenticeship",
     "page": "services",
     "href": "../../services/#org=BIZ-SVC-2002",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-2040",
   "name": "Digital Plymouth",
   "bucket": "org",
   "status": "active",
   "status_date": "2025-10-01",
   "status_detail": null,
   "one_line": "Plymouth tech network running the Beyond Boundaries pre-accelerator pilot for new founders under the Regional Tech Booster.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Plymouth",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Regional tech networks and devolved clusters"
   ],
   "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": "Regional tech networks and devolved clusters",
   "function": "Plymouth tech network running the Beyond Boundaries pre-accelerator pilot for new founders under the Regional Tech Booster.",
   "affiliation": "Networks and media",
   "sources": [
    "https://www.gov.uk/government/news/local-tech-ready-for-take-off-as-14-projects-supporting-businesses-and-jobs-unveiled"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/news/local-tech-ready-for-take-off-as-14-projects-supporting-businesses-and-jobs-unveiled",
     "quotes": [
      "The Digital Plymouth Beyond Boundaries Pilot"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Plymouth",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-NET-2034",
     "name": "Regional Tech Booster",
     "page": "networks",
     "href": "../../networks/#org=BIZ-NET-2034",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-2062",
   "name": "ForestSignal Cornwall (Secure Forests CIC)",
   "bucket": "prog",
   "status": "funded",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project creating technician jobs around an AI-enabled environmental monitoring system deployed in Cornwall.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Cornwall",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "TechFirst Local projects"
   ],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "TechFirst Local projects",
   "function": "TechFirst Local project creating technician jobs around an AI-enabled environmental monitoring system deployed in Cornwall.",
   "affiliation": "Networks and media",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "ForestSignal Cornwall will deliver a live deployment of the ForestSignal Environmental Intelligence System"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Cornwall",
   "status_group": "funded",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-2064",
   "name": "AI Talent Pipeline South West (Taught by Humans Ltd)",
   "bucket": "prog",
   "status": "funded",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project run by Taught by Humans with techSPARK to bring South West people into AI roles.",
   "description": "[Networks and media Round 1, 31 Oct 2026] Alex's Networks and media file lists Taught by Humans Ltd as TechFirst Local Competition 1 recipient #26 (line 164): Project: AI Talent Pipeline South West — Bristol/South West AI literacy & SME placements.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "TechFirst Local projects"
   ],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "TechFirst Local projects",
   "function": "TechFirst Local project run by Taught by Humans with techSPARK to bring South West people into AI roles.",
   "affiliation": "Networks and media",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "a collaborative programme between Taught by Humans and techSPARK"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": null,
   "status_group": "funded",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Techspark"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-2067",
   "name": "HarbourPilot (The Smart Working Revolution Ltd)",
   "bucket": "prog",
   "status": "funded",
   "status_date": "2026-10-19",
   "status_detail": null,
   "one_line": "TechFirst Local project helping South West employers recruit local people into lasting entry-level AI and tech roles.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "TechFirst Local projects"
   ],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Schemes, programmes and AI lines",
   "category": "TechFirst Local projects",
   "function": "TechFirst Local project helping South West employers recruit local people into lasting entry-level AI and tech roles.",
   "affiliation": "Networks and media",
   "sources": [
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "help South West employers recruit local people into sustained entry-level AI and tech roles"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": null,
   "status_group": "funded",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-TAL-2192",
     "name": "TechFirst Local (TechLocal)",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2192",
     "page_label": "Talent"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-2105",
   "name": "PyData Bristol",
   "bucket": "org",
   "status": "active",
   "status_date": "2026-10-07",
   "status_detail": null,
   "one_line": "Bristol chapter of the international PyData data-science community; about 1,350 members; organisers include Frank Kelly.",
   "description": null,
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Frank Kelly",
     "role": "Organiser",
     "from": null,
     "source": "https://www.meetup.com/pydata-bristol/",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Communities, developer meetups and founder networks"
   ],
   "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": "Communities, developer meetups and founder networks",
   "function": "Bristol chapter of the international PyData data-science community; about 1,350 members; organisers include Frank Kelly.",
   "affiliation": "Networks and media",
   "sources": [
    "https://www.meetup.com/pydata-bristol/",
    "https://www.meetup.com/topics/open-source-python/gb/"
   ],
   "source_quotes": [
    {
     "url": "https://www.meetup.com/pydata-bristol/",
     "quotes": [
      "PyData Bristol is the Bristol chapter of the international PyData community."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.meetup.com/topics/open-source-python/gb/",
     "quotes": [
      "PyData Bristol"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Bristol",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "PyData (NumFOCUS)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CLD-3001",
   "name": "IONOS Cloud GPU VM (IONOS Cloud UK Ltd)",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-30",
   "status_detail": null,
   "one_line": "UK-registered cloud company renting NVIDIA H200 GPU virtual machines, billed by the minute and priced in pounds.",
   "description": "Key facts: NVIDIA H200 PCIe in 1, 2, 4 or 8-GPU sizes; H200-S £2.554/hour to H200-XL £20.436/hour (page seen 2026-10-30); hosting described as 100% European, ISO 27001.",
   "uk_status": "UK-registered entity (parent group not stated on page)",
   "company": {
    "legal_name": "IONOS Cloud UK Ltd. (Company Registration No. 17044761, England and Wales)"
   },
   "place": {
    "text": "Gloucester (registered office: 2 Cathedral Walk, The Forum)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [],
   "confidence": "single_source",
   "checked": "2026-10-30",
   "as_of": "2026-10-30",
   "applied": null,
   "held": null,
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "GPU and AI clouds",
   "function": "UK-registered cloud company renting NVIDIA H200 GPU virtual machines, billed by the minute and priced in pounds.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://cloud.ionos.co.uk/cloud-gpu-vm"
   ],
   "source_quotes": [
    {
     "url": "https://cloud.ionos.co.uk/cloud-gpu-vm",
     "quotes": [
      "Exclusive NVIDIA H200 GPUs for maximum computing power"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Gloucester (registered office: 2 Cathedral Walk, The Forum)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "buys_from",
     "id": "BIZ-BIG-014",
     "name": "NVIDIA (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-014",
     "page_label": "Big tech in the UK"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CLD-6007",
   "name": "Pitchwise",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-11-06",
   "status_detail": null,
   "one_line": "University of Bristol student spin-out making AI video tracking for grassroots football; awarded 5,500 GPU hours on Isambard-AI.",
   "description": "Key facts: 5,500 GPU hours on Isambard-AI valued at £25,000, through UKRI's AI Research Resource, supported by Innovate UK (2025-11-06); phone-mounted hardware, AI vision software and companion app for match tracking, highlights and stats. Founders: Philip Mortimer — co-creator; Liam Jones — co-creator; Jeremy Colfer — co-creator.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Liam Jones",
     "role": "Co-creator and spokesperson",
     "from": "— (named 2025-11)",
     "source": "https://www.bristol.ac.uk/news/2025/november/spin-out-supercomputer.html",
     "round4": true
    },
    {
     "name": "Philip Mortimer",
     "role": "Co-creator",
     "from": "— (named 2025-11)",
     "source": "https://www.bristol.ac.uk/news/2025/november/spin-out-supercomputer.html",
     "round4": true
    },
    {
     "name": "Jeremy Colfer",
     "role": "Co-creator",
     "from": "— (named 2025-11)",
     "source": "https://www.bristol.ac.uk/news/2025/november/spin-out-supercomputer.html",
     "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": "Companies",
   "category": "national and research compute",
   "function": "University of Bristol student spin-out making AI video tracking for grassroots football; awarded 5,500 GPU hours on Isambard-AI.",
   "affiliation": "Cloud and compute",
   "sources": [
    "https://www.bristol.ac.uk/news/2025/november/spin-out-supercomputer.html"
   ],
   "source_quotes": [
    {
     "url": "https://www.bristol.ac.uk/news/2025/november/spin-out-supercomputer.html",
     "quotes": [
      "5,500 graphic processing unit hours, valued at £25,000."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "cloud"
    }
   ],
   "div_label": "Cloud and compute",
   "location": "Bristol",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-DC-007",
    "BIZ-DC-008"
   ]
  },
  {
   "id": "BIZ-SW-5035",
   "name": "Enate",
   "bucket": "co",
   "status": "active",
   "status_date": "2022-10-11",
   "status_detail": null,
   "one_line": "Cheltenham no-code platform that manages work shared between people and software robots, with process orchestration and performance data.",
   "description": "Key facts: £2m follow-on from Mercia (2022-10); £2.2m from Mercia (2020-05); customers TMF, Capgemini, LBG (2022-10). Founders: James Hall — CEO (founder of RPA firm Genfour). Researcher's caveat: medium (single_source).",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Cheltenham",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "James Hall",
     "role": "CEO",
     "from": "2022-10",
     "source": "https://www.uktech.news/saas/enate-funding-workflow-20221011",
     "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": "Companies",
   "category": "agents and automation",
   "function": "Cheltenham no-code platform that manages work shared between people and software robots, with process orchestration and performance data.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/saas/enate-funding-workflow-20221011"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/saas/enate-funding-workflow-20221011",
     "quotes": [
      "Cheltenham-based digital workforce management platform Enate"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "software"
    }
   ],
   "div_label": "Software and tools",
   "location": "Cheltenham",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-205",
     "name": "Mercia (Mercia Ventures, Mercia Asset Management PLC)",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-205",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7006",
   "name": "HiLight Semiconductor",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Fabless CMOS and SiGe integrated circuit designer for high-speed optical networking transceivers (PMD/PHY ICs for 100G–800G data centres).",
   "description": "Fabless CMOS and SiGe integrated circuit designer for high-speed optical networking transceivers (PMD/PHY ICs for 100G–800G data centres). From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 66); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol / Southampton",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "semiconductors"
   ],
   "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": "Companies",
   "function": "Fabless CMOS and SiGe integrated circuit designer for high-speed optical networking transceivers (PMD/PHY ICs for 100G–800G data centres).",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol / Southampton",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7009",
   "name": "RANsemi",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Fabless 5G/6G Open RAN baseband and edge processing semiconductor vendor.",
   "description": "Fabless 5G/6G Open RAN baseband and edge processing semiconductor vendor. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 69); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "semiconductors"
   ],
   "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": "Companies",
   "function": "Fabless 5G/6G Open RAN baseband and edge processing semiconductor vendor.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7011",
   "name": "Nvidia UK",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Over 500 UK engineers; Bristol is a major hub for Nvidia's networking (Mellanox/Interconnect) and CPU/GPU architecture verification teams.",
   "description": "Over 500 UK engineers; Bristol is a major hub for Nvidia's networking (Mellanox/Interconnect) and CPU/GPU architecture verification teams. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 78); the file gives no source links.",
   "uk_status": "foreign_with_uk_base",
   "company": null,
   "place": {
    "text": "Bristol / Cambridge / London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Global chipmakers' UK design centres"
   ],
   "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": "Global chipmakers' UK design centres",
   "function": "Over 500 UK engineers; Bristol is a major hub for Nvidia's networking (Mellanox/Interconnect) and CPU/GPU architecture verification teams.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol / Cambridge / London",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7022",
   "name": "Blu Wireless",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Millimetre-wave (60GHz–100GHz) wireless silicon and system IP for high-speed autonomous vehicle and defence mesh networking.",
   "description": "Millimetre-wave (60GHz–100GHz) wireless silicon and system IP for high-speed autonomous vehicle and defence mesh networking. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 93); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "RF, wireless and materials"
   ],
   "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": "RF, wireless and materials",
   "function": "Millimetre-wave (60GHz–100GHz) wireless silicon and system IP for high-speed autonomous vehicle and defence mesh networking.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": null,
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-CHIP-7063",
     "name": "Blu Wireless LightningEdge mmWave modem",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-7063",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7079",
   "name": "Codasip UK",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Custom RISC-V processor IP and CheriBSD/CHERI-RISC-V secure processor cores, with a major engineering hub in Bristol.",
   "description": "Custom RISC-V processor IP and CheriBSD/CHERI-RISC-V secure processor cores, with a major engineering hub in Bristol. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 213); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI accelerators and processors"
   ],
   "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": "AI accelerators and processors",
   "function": "Custom RISC-V processor IP and CheriBSD/CHERI-RISC-V secure processor cores, with a major engineering hub in Bristol.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7080",
   "name": "VyperCore",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Founded by Russell Haggar and Ed Nutting; developing hardware-accelerated memory-management and garbage-collection processor technology that speeds up general-purpose and AI data-centre workloads by up to 5x while guaranteeing memory safety (£4M+ seed led by Octopus Ventures).",
   "description": "Founded by Russell Haggar and Ed Nutting; developing hardware-accelerated memory-management and garbage-collection processor technology that speeds up general-purpose and AI data-centre workloads by up to 5x while guaranteeing memory safety (£4M+ seed led by Octopus Ventures). From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 214); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol / Cambridge",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Russell Haggar",
     "role": "Founder",
     "from": null,
     "source": null,
     "round4": true
    },
    {
     "name": "Ed Nutting",
     "role": "Founder",
     "from": null,
     "source": null,
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "AI accelerators and processors"
   ],
   "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": "AI accelerators and processors",
   "function": "Founded by Russell Haggar and Ed Nutting; developing hardware-accelerated memory-management and garbage-collection processor technology that speeds up general-purpose and AI data-centre workloads by up to 5x while guaranteeing memory safety (£4M+ seed led by Octopus Ventures).",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol / Cambridge",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7085",
   "name": "Moortec Semiconductor (now Synopsys)",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "World leader in in-chip Process, Voltage, and Temperature (PVT) sensing IP integrated into almost every -edge 3nm/5nm AI GPU and accelerator to prevent thermal throttling.",
   "description": "World leader in in-chip Process, Voltage, and Temperature (PVT) sensing IP integrated into almost every -edge 3nm/5nm AI GPU and accelerator to prevent thermal throttling. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 234); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Plymouth",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Chip design IP and EDA"
   ],
   "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": "Chip design IP and EDA",
   "function": "World leader in in-chip Process, Voltage, and Temperature (PVT) sensing IP integrated into almost every -edge 3nm/5nm AI GPU and accelerator to prevent thermal throttling.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Plymouth",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7088",
   "name": "Light Trace Photonics",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Manufactures turnkey Photonic Integrated Circuit (PIC) rapid prototyping and chip-testing platforms (LightPort) to accelerate optical compute and quantum photonics design.",
   "description": "Manufactures turnkey Photonic Integrated Circuit (PIC) rapid prototyping and chip-testing platforms (LightPort) to accelerate optical compute and quantum photonics design. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 248); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Photonics and optical computing"
   ],
   "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": "Photonics and optical computing",
   "function": "Manufactures turnkey Photonic Integrated Circuit (PIC) rapid prototyping and chip-testing platforms (LightPort) to accelerate optical compute and quantum photonics design.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Bristol",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-CHIP-7090",
   "name": "Effect Photonics UK",
   "bucket": "co",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Coherent optical transceiver and Indium Phosphide PIC packaging/manufacturing facility in Devon.",
   "description": "Coherent optical transceiver and Indium Phosphide PIC packaging/manufacturing facility in Devon. From Alex's Chips research file (30 Oct 2026, chips_20261030.docx, line 250); the file gives no source links.",
   "uk_status": "uk",
   "company": null,
   "place": {
    "text": "Brixham, Devon",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Photonics and optical computing"
   ],
   "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": "Photonics and optical computing",
   "function": "Coherent optical transceiver and Indium Phosphide PIC packaging/manufacturing facility in Devon.",
   "affiliation": "Chips and hardware",
   "sources": [],
   "source_quotes": [],
   "website": [],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "chips"
    }
   ],
   "div_label": "Chips and hardware",
   "location": "Brixham, Devon",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-9016",
   "name": "techSPARK",
   "bucket": "org",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Tech and deep-tech network for Bristol, Bath, and the West of England; runs the Bristol Technology Festival, Silicon Gorge investor pitch, and deep-tech/AI cluster mapping.",
   "description": "Tech and deep-tech network for Bristol, Bath, and the West of England; runs the Bristol Technology Festival, Silicon Gorge investor pitch, and deep-tech/AI cluster mapping. From Alex's Networks and media file (31 Oct 2026, source.txt line 112); the file gives this row's link and no other source.",
   "uk_status": null,
   "company": null,
   "place": {
    "text": "Bristol & Bath (South West)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Regional tech networks and devolved clusters"
   ],
   "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": "Regional tech networks and devolved clusters",
   "function": "Tech and deep-tech network for Bristol, Bath, and the West of England; runs the Bristol Technology Festival, Silicon Gorge investor pitch, and deep-tech/AI cluster mapping.",
   "affiliation": "Networks and media",
   "sources": [],
   "source_quotes": [],
   "website": [
    "https://techspark.co/"
   ],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Bristol & Bath (South West)",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-9017",
   "name": "Tech South West",
   "bucket": "org",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Pan-regional membership organisation spanning Cornwall, Devon, Dorset, Gloucestershire, Somerset, and Wiltshire; runs AI leadership forums and the Tech South West Awards.",
   "description": "Pan-regional membership organisation spanning Cornwall, Devon, Dorset, Gloucestershire, Somerset, and Wiltshire; runs AI leadership forums and the Tech South West Awards. From Alex's Networks and media file (31 Oct 2026, source.txt line 113); the file gives this row's link and no other source.",
   "uk_status": null,
   "company": null,
   "place": {
    "text": "Exeter, Plymouth, Truro, Bristol (South West)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Regional tech networks and devolved clusters"
   ],
   "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": "Regional tech networks and devolved clusters",
   "function": "Pan-regional membership organisation spanning Cornwall, Devon, Dorset, Gloucestershire, Somerset, and Wiltshire; runs AI leadership forums and the Tech South West Awards.",
   "affiliation": "Networks and media",
   "sources": [],
   "source_quotes": [],
   "website": [
    "https://www.techsouthwest.co.uk/"
   ],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Exeter, Plymouth, Truro, Bristol (South West)",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-NET-9018",
   "name": "Software Cornwall",
   "bucket": "org",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Connects Cornwall's marine tech, space (Goonhilly), and software/AI developer community.",
   "description": "Connects Cornwall's marine tech, space (Goonhilly), and software/AI developer community. From Alex's Networks and media file (31 Oct 2026, source.txt line 114); the file gives this row's link and no other source.",
   "uk_status": null,
   "company": null,
   "place": {
    "text": "Redruth / Truro (South West)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [],
   "sectors": [
    "Regional tech networks and devolved clusters"
   ],
   "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": "Regional tech networks and devolved clusters",
   "function": "Connects Cornwall's marine tech, space (Goonhilly), and software/AI developer community.",
   "affiliation": "Networks and media",
   "sources": [],
   "source_quotes": [],
   "website": [
    "https://softwarecornwall.org/"
   ],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "div": "networks"
    }
   ],
   "div_label": "Networks and media",
   "location": "Redruth / Truro (South West)",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-3007",
   "name": "Serelay",
   "bucket": "prog",
   "status": null,
   "status_date": null,
   "status_detail": null,
   "one_line": "Bristol company that records cryptographic proof of origin when photos and videos are taken on phones, used in insurance claims and policing.",
   "description": "Bristol company that records cryptographic proof of origin when photos and videos are taken on phones, used in insurance claims and policing. From Alex's Safety file (31 Oct 2026, line 218); not re-researched.",
   "uk_status": null,
   "company": {
    "ch_number": "10971240",
    "ch_number_clean": "10971240",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10971240"
   },
   "place": {
    "text": "Bristol",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South West"
   },
   "people": [
    {
     "name": "Roy Azoulay",
     "role": "CEO and founder",
     "from": null,
     "source": "https://serelay.com",
     "safety_r1": 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": "Schemes, programmes and AI lines",
   "category": "deepfake and content provenance",
   "function": "Bristol company that records cryptographic proof of origin when photos and videos are taken on phones, used in insurance claims and policing.",
   "affiliation": "Safety",
   "sources": [],
   "source_quotes": [],
   "website": [
    "https://serelay.com"
   ],
   "colleges": [],
   "topics": [],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "div": "safety"
    }
   ],
   "div_label": "Safety",
   "location": "Bristol",
   "status_group": null,
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  }
 ],
 "links": [
  {
   "source": "BIZ-CHIP-004",
   "target": "BIZ-CHIP-003",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-004 links: part_of → BIZ-CHIP-003"
  },
  {
   "source": "BIZ-CHIP-017",
   "target": "BIZ-CHIP-016",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-017 links: part_of → BIZ-CHIP-016"
  },
  {
   "source": "BIZ-DC-008",
   "target": "BIZ-DC-007",
   "kind": "part_of",
   "evidence": "BIZ-DC-008 links: part_of → BIZ-DC-007"
  },
  {
   "source": "BIZ-SU-OTH-810",
   "target": "BIZ-SU-OTH-409",
   "kind": "same_as",
   "evidence": "BIZ-SU-OTH-810 links: same_as → Distil.ai"
  },
  {
   "source": "BIZ-SU-IND-506",
   "target": "BIZ-SU-ENR-705",
   "kind": "same_as",
   "evidence": "BIZ-SU-IND-506 links: same_as → Perceptual Robotics"
  },
  {
   "source": "BIZ-BIG-2023",
   "target": "BIZ-CHIP-003",
   "kind": "partner_of",
   "evidence": "BIZ-BIG-2023 links: partner_of → Graphcore"
  },
  {
   "source": "BIZ-BIG-2031",
   "target": "BIZ-DC-007",
   "kind": "supplies",
   "evidence": "BIZ-BIG-2031 links: supplies → University of Bristol"
  },
  {
   "source": "BIZ-CHIP-2054",
   "target": "BIZ-CHIP-003",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2054 links: part_of → Graphcore"
  },
  {
   "source": "BIZ-CHIP-2055",
   "target": "BIZ-CHIP-003",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2055 links: part_of → Graphcore"
  },
  {
   "source": "BIZ-CHIP-2056",
   "target": "BIZ-CHIP-003",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2056 links: part_of → Graphcore"
  },
  {
   "source": "BIZ-CHIP-2057",
   "target": "BIZ-CHIP-003",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2057 links: part_of → Graphcore"
  },
  {
   "source": "BIZ-CHIP-2058",
   "target": "BIZ-CHIP-016",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2058 links: part_of → XMOS"
  },
  {
   "source": "BIZ-CHIP-2059",
   "target": "BIZ-CHIP-016",
   "kind": "part_of",
   "evidence": "BIZ-CHIP-2059 links: part_of → XMOS"
  },
  {
   "source": "BIZ-DC-020",
   "target": "BIZ-DC-2087",
   "kind": "operates",
   "evidence": "BIZ-DC-020 links: operates → Ark Spring Park (SN13 9GB)"
  },
  {
   "source": "BIZ-CLD-2003",
   "target": "BIZ-DC-007",
   "kind": "located_in",
   "evidence": "BIZ-CLD-2003 links: located_in → University of Bristol"
  },
  {
   "source": "BIZ-CLD-2032",
   "target": "BIZ-DC-007",
   "kind": "part_of",
   "evidence": "BIZ-CLD-2032 links: part_of → University of Bristol"
  },
  {
   "source": "BIZ-CLD-2071",
   "target": "BIZ-CLD-2029",
   "kind": "partner_of",
   "evidence": "BIZ-CLD-2071 links: partner_of → Met Office supercomputer (Microsoft Azure-based)"
  },
  {
   "source": "BIZ-CLD-2076",
   "target": "BIZ-DC-007",
   "kind": "located_in",
   "evidence": "BIZ-CLD-2076 links: located_in → Bristol Centre for Supercomputing"
  },
  {
   "source": "BIZ-TAL-2007",
   "target": "BIZ-DC-007",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2007 links: part_of → University of Bristol"
  },
  {
   "source": "BIZ-TAL-2026",
   "target": "BIZ-DC-007",
   "kind": "part_of",
   "evidence": "BIZ-TAL-2026 links: part_of → University of Bristol"
  },
  {
   "source": "BIZ-CLD-6007",
   "target": "BIZ-DC-007",
   "kind": "spun_out_of",
   "evidence": "BIZ-CLD-6007 links: spun_out_of → University of Bristol"
  },
  {
   "source": "BIZ-CLD-6007",
   "target": "BIZ-DC-008",
   "kind": "hosted_at",
   "evidence": "BIZ-CLD-6007 links: hosted_at → Isambard-AI (BIZ-DC-008)"
  }
 ],
 "placement_method": {
  "by_sub_page_or_type": 75
 }
}