{
 "title": "UK BUSINESS AI UNIVERSE: Places: North 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": 42
  },
  {
   "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": 9
  },
  {
   "key": "site",
   "label": "Data centres and compute sites",
   "color": "#8e44ad",
   "count": 13
  },
  {
   "key": "org",
   "label": "Networks, bodies, events and media",
   "color": "#34495e",
   "count": 9
  },
  {
   "key": "part",
   "label": "Partnerships and contracts",
   "color": "#e67e22",
   "count": 6
  },
  {
   "key": "prod",
   "label": "Chips, models and products",
   "color": "#e84393",
   "count": 2
  },
  {
   "key": "person",
   "label": "People",
   "color": "#9bbf00",
   "count": 0
  }
 ],
 "divisions": [
  {
   "key": "startups",
   "label": "Start-ups",
   "count": 23,
   "depts": [
    {
     "dept": "Companies",
     "count": 23
    }
   ]
  },
  {
   "key": "networks",
   "label": "Networks and media",
   "count": 13,
   "depts": [
    {
     "dept": "Networks, bodies, events and media",
     "count": 8
    },
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 4
    },
    {
     "dept": "Data centres and compute sites",
     "count": 1
    }
   ]
  },
  {
   "key": "cloud",
   "label": "Cloud and compute",
   "count": 11,
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "count": 5
    },
    {
     "dept": "Partnerships and contracts",
     "count": 4
    },
    {
     "dept": "Companies",
     "count": 1
    },
    {
     "dept": "Chips, models and products",
     "count": 1
    }
   ]
  },
  {
   "key": "data-centres",
   "label": "Data centres",
   "count": 8,
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "count": 6
    },
    {
     "dept": "Companies",
     "count": 2
    }
   ]
  },
  {
   "key": "software",
   "label": "Software and tools",
   "count": 7,
   "depts": [
    {
     "dept": "Companies",
     "count": 7
    }
   ]
  },
  {
   "key": "services",
   "label": "Services and skills",
   "count": 5,
   "depts": [
    {
     "dept": "Companies",
     "count": 3
    },
    {
     "dept": "Networks, bodies, events and media",
     "count": 1
    },
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 1
    }
   ]
  },
  {
   "key": "talent",
   "label": "Talent",
   "count": 4,
   "depts": [
    {
     "dept": "Schemes, programmes and AI lines",
     "count": 4
    }
   ]
  },
  {
   "key": "established",
   "label": "Established firms",
   "count": 3,
   "depts": [
    {
     "dept": "Chips, models and products",
     "count": 1
    },
    {
     "dept": "Partnerships and contracts",
     "count": 1
    },
    {
     "dept": "Companies",
     "count": 1
    }
   ]
  },
  {
   "key": "big-tech",
   "label": "Big tech in the UK",
   "count": 2,
   "depts": [
    {
     "dept": "Partnerships and contracts",
     "count": 1
    },
    {
     "dept": "Data centres and compute sites",
     "count": 1
    }
   ]
  },
  {
   "key": "assurance",
   "label": "Assurance",
   "count": 2,
   "depts": [
    {
     "dept": "Companies",
     "count": 2
    }
   ]
  },
  {
   "key": "chips",
   "label": "Chips and hardware",
   "count": 2,
   "depts": [
    {
     "dept": "Companies",
     "count": 2
    }
   ]
  },
  {
   "key": "safety",
   "label": "Safety",
   "count": 1,
   "depts": [
    {
     "dept": "Companies",
     "count": 1
    }
   ]
  }
 ],
 "colleges": [],
 "nodes": [
  {
   "id": "BIZ-BIG-035",
   "name": "Hartree National Centre for Digital Innovation (IBM and STFC)",
   "bucket": "part",
   "status": "active",
   "status_date": "2025-10-20",
   "status_detail": "Began in June 2021 as a five-year programme; its status after mid-2026 was not found.",
   "one_line": "A five-year, £210m programme between IBM and the government's Hartree Centre at Daresbury to help UK businesses use AI and quantum computing.",
   "description": "Announced in June 2021, the Hartree National Centre for Digital Innovation is a five-year, £210m partnership between IBM and the Science and Technology Facilities Council's Hartree Centre, based at Daresbury in Cheshire, to give industry and researchers access to AI and quantum computing. IBM Research said in March 2023 that the two had been working together for several years. The split of the £210m between government and IBM given in the earlier pass was not confirmed on the pages opened in this session. [Round 4, 30 Oct 2026] CLOUD & COMPUTE: £210m STFC Hartree Centre programme at Daresbury that includes the new £30m supercomputing centre. [Big tech Round 1, 30 Oct 2026] GP-15: IBM with STFC/DSIT, Hartree National Centre for Digital Innovation, a £210m five-year AI and quantum computing programme at Daresbury, 2021 to 2026. (Big tech file, line 150; no source link given.)",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Daresbury, Cheshire (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [
    {
     "kind": "contract",
     "amount": 210000000,
     "currency": "GBP",
     "date": "2021-06-04",
     "detail": "total value of the five-year partnership",
     "raw": "contract: 210000000 GBP 2021-06-04 — total value of the five-year partnership",
     "amount_gbp": 210000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£210m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Knowledge generation"
   ],
   "sectors": [
    "research",
    "quantum computing",
    "industry adoption"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Part 2.4",
     "field": "status_date / status_detail",
     "text": "status active — status_date 2025-10-20. On 20 October 2025 UKRI described the £210m programme as a current STFC–IBM collaboration when launching the Mary Coombs supercomputer (BIZ-BIG-048). No page opened says whether it continues past June 2026."
    },
    {
     "from": "Part 2.4",
     "field": "sources / confidence",
     "text": "add source 3: https://www.ukri.org/news/stfc-launches-powerful-new-ai-supercomputer-for-industry/ (UKRI, primary; accessed 2026-10-29); confidence single_source → verified (IBM release plus UKRI)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Partnerships and contracts",
   "category": "research",
   "function": "A five-year, £210m programme between IBM and the government's Hartree Centre at Daresbury to help UK businesses use AI and quantum computing.",
   "affiliation": "Big tech in the UK",
   "sources": [
    "https://uk.newsroom.ibm.com/2021-06-04-UK-STFC-Hartree-Centre-and-IBM-Begin-Five-Year-210-Million-Partnership-to-Accelerate-Discovery-and-Innovation-with-AI-and-Quantum-Computing",
    "https://research.ibm.com/blog/ibm-stfc-accelerating-innovation",
    "https://www.ukri.org/news/stfc-launches-powerful-new-ai-supercomputer-for-industry/",
    "https://www.datacenterdynamics.com/en/news/447-petaflops-hpc-to-be-installed-at-uks-stfc-supercomputer-center/"
   ],
   "source_quotes": [
    {
     "url": "https://uk.newsroom.ibm.com/2021-06-04-UK-STFC-Hartree-Centre-and-IBM-Begin-Five-Year-210-Million-Partnership-to-Accelerate-Discovery-and-Innovation-with-AI-and-Quantum-Computing",
     "quotes": [
      "Hartree National Centre for Digital Innovation",
      "a five-year, £210 million partnership with IBM"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://research.ibm.com/blog/ibm-stfc-accelerating-innovation",
     "quotes": [
      "With IBM and STFC Hartree Centre signing a five-year partnership in 2021\" (dated 31 Mar 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ukri.org/news/stfc-launches-powerful-new-ai-supercomputer-for-industry/",
     "quotes": [
      "£210 million Hartree National Centre for Digital Innovation programme, a collaboration between STFC and IBM"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": true
    },
    {
     "url": "https://www.datacenterdynamics.com/en/news/447-petaflops-hpc-to-be-installed-at-uks-stfc-supercomputer-center/",
     "quotes": [
      "A £30 million ($38m) supercomputing center at Daresbury Laboratory is currently under construction to house the new system."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Partnerships and contracts",
     "div": "big-tech"
    }
   ],
   "div_label": "Big tech in the UK",
   "location": "Daresbury, Cheshire (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-BIG-034",
     "name": "IBM Research UK",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-034",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-RES-001",
     "name": "UK Research and Innovation (UKRI)",
     "page": "government",
     "href": "../../../government/research/ukri/#org=GOV-RES-001",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "STFC"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-BIG-048",
    "BIZ-CLD-2028"
   ]
  },
  {
   "id": "BIZ-DC-006",
   "name": "Kao Data Manchester (KMAN-01), Stockport",
   "bucket": "site",
   "status": "under_construction",
   "status_date": null,
   "status_detail": "Listed by Kao Data as \"33MW Under Development\", due to become operational in the third quarter of 2027.",
   "one_line": "A 33MW data centre being built in Reddish, Stockport, designed to NVIDIA's standard for AI systems.",
   "description": "Kao Data's KMAN-01 at Kenwood Point, Reddish, Stockport, is listed as a 33MW data centre under development, designed to NVIDIA DGX-Ready standards for GPU-based AI and high-performance computing. The company says it represents an investment of £350 million and will become operational in the third quarter of 2027. The start date of construction was not on a page opened in this session.",
   "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": "Kenwood Point, Kenwood Road, Reddish, Stockport (SK5 6PH; coordinates not retrieved)",
    "postcode": "SK5 6PH",
    "lat": 53.451508,
    "lng": -2.165883,
    "region": "England: North West",
    "admin_district": "Stockport",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": 350000000,
     "currency": "GBP",
     "date": null,
     "detail": "stated by Kao Data",
     "raw": "investment_pledge: 350000000 GBP null — stated by Kao Data",
     "amount_gbp": 350000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£350m",
     "gbp_txt": ""
    }
   ],
   "site": {
    "operator": "Kao Data (BIZ-DC-004)",
    "owner": "not stated",
    "power_mw_stated": "33 MW, under development",
    "gpus_stated": "not stated",
    "site_status": "under_construction (operational Q3 2027 per operator)",
    "ai_growth_zone": null,
    "site_stage": "under_construction",
    "power_mw": 33.0
   },
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "data centres"
   ],
   "confidence": "single_source",
   "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": "data centres",
   "function": "A 33MW data centre being built in Reddish, Stockport, designed to NVIDIA's standard for AI systems.",
   "affiliation": "Data centres",
   "sources": [
    "https://kaodata.com/locations/manchester/"
   ],
   "source_quotes": [
    {
     "url": "https://kaodata.com/locations/manchester/",
     "quotes": [
      "Kenwood Point, Kenwood Road, Reddish, Stockport, SK5 6PH\" ... \"KMAN-01 (33MW Under Development)\" ... \"represents an investment of £350 million"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Data centres and compute sites",
     "div": "data-centres"
    }
   ],
   "div_label": "Data centres",
   "location": "Kenwood Point, Kenwood Road, Reddish, Stockport (SK5 6PH; coordinates not retrieved)",
   "status_group": "under_construction",
   "ext_links": [
    {
     "kind": "part_of",
     "id": "BIZ-DC-004",
     "name": "Kao Data",
     "page": "data-centres",
     "href": "../../data-centres/#org=BIZ-DC-004",
     "page_label": "Data centres"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-EST-085",
   "name": "Co-Driver (Autotrader)",
   "bucket": "prod",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "Autotrader's full-year results on 21 May 2026 say 86% of retailers have used a Co-Driver tool since launch.",
   "one_line": "A set of AI tools on Autotrader that write car descriptions and sort photos for dealers' adverts.",
   "description": "Co-Driver is Autotrader's set of AI tools for dealers' vehicle adverts, powered by what it calls Autotrader Intelligence. Smart Image Management launched in November 2024; AI-generated descriptions and key highlights followed in February 2025. On 24 April 2026 Autotrader said about 85% of its customers (about 11,000 retailers) use it, saving an estimated 200,000 hours, with more than 2.5 million AI-created descriptions in 12 months. Its results of 21 May 2026 say 86% of retailers have used a Co-Driver tool and 66% in the past 30 days. Karolina Edwards-Smajda is Chief Product Officer. The company renamed from Auto Trader Group plc to Autotrader Group plc.",
   "uk_status": "uk",
   "company": {
    "ch_number": "09439967",
    "registered_office": "No.3 Circle Square, 3 Hawkshaw Street, Manchester, England, M1 7BL",
    "incorporated": "2015-02-13",
    "legal_form": "plc",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09439967",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09439967",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M1 7BL)",
    "postcode": "M1 7BL",
    "lat": 53.472754,
    "lng": -2.236713,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Karolina Edwards-Smajda",
     "role": "Chief Product Officer, Autotrader",
     "from": "as of 2026-04-24",
     "source": "https://plc.autotrader.co.uk/news-views/press-releases/autotrader-ai-tools-saves-retailers-over-20-years-in-advert-creation-as-co-driver-hit-85-adoption-in-first-year/"
    }
   ],
   "money": [],
   "site": null,
   "product": {
    "maker": "Autotrader",
    "launched": "2024-11 (Smart Image Management); 2025-02 (AI descriptions)",
    "what_it_does": "writes vehicle descriptions and orders photos for dealer adverts"
   },
   "dsit_domains": [
    "Natural language applications",
    "Perceptual systems"
   ],
   "sectors": [
    "online marketplaces",
    "motor retail"
   ],
   "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": "data, information and software",
   "function": "A set of AI tools on Autotrader that write car descriptions and sort photos for dealers' adverts.",
   "affiliation": "Established firms",
   "sources": [
    "https://plc.autotrader.co.uk/news-views/press-releases/autotrader-ai-tools-saves-retailers-over-20-years-in-advert-creation-as-co-driver-hit-85-adoption-in-first-year/",
    "https://plc.autotrader.co.uk/media/usjleen0/full-year-press-release-fy26.pdf",
    "https://find-and-update.company-information.service.gov.uk/search?q=Auto+Trader+Group+plc"
   ],
   "source_quotes": [
    {
     "url": "https://plc.autotrader.co.uk/news-views/press-releases/autotrader-ai-tools-saves-retailers-over-20-years-in-advert-creation-as-co-driver-hit-85-adoption-in-first-year/",
     "quotes": [
      "Smart Image Management was launched in November 2024",
      "around 85% of Autotrader customers",
      "more than 2.5 million AI-created vehicle descriptions\" (24 April 26)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://plc.autotrader.co.uk/media/usjleen0/full-year-press-release-fy26.pdf",
     "quotes": [
      "86% of retailers have used one of our Co-Driver tools since launch",
      "66% of retailers have used Co-Driver in the past 30 days\" (Embargoed until 7.00am, 21 May 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=Auto+Trader+Group+plc",
     "quotes": [
      "AUTOTRADER GROUP PLC\" previous name \"AUTO TRADER GROUP PLC\" \"09439967"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Chips, models and products",
     "div": "established"
    }
   ],
   "div_label": "Established firms",
   "location": "Manchester (M1 7BL)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "part_of",
     "name": "Autotrader Group plc"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-EST-086",
   "name": "Autotrader ChatGPT app and AI research partnerships",
   "bucket": "part",
   "status": "active",
   "status_date": "2026-05-21",
   "status_detail": "Reported in the full-year results of 21 May 2026; launch date of the ChatGPT app not given.",
   "one_line": "Autotrader has put its car listings inside ChatGPT through a data connector and funds AI language research at two Manchester universities.",
   "description": "Autotrader's results for the year to March 2026 report a \"ChatGPT app integration via Model Context Protocol (MCP)\" (OpenAI is not named), an AI-powered suggested search labelled \"I'm looking for\", and a new Buying Signals feature launched in January 2026. They also report research partnerships with Manchester Metropolitan University and the University of Manchester on natural language processing and large language models.",
   "uk_status": "uk",
   "company": {
    "ch_number": "09439967",
    "registered_office": "No.3 Circle Square, 3 Hawkshaw Street, Manchester, England, M1 7BL",
    "incorporated": "2015-02-13",
    "legal_form": "plc",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09439967",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09439967",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M1 7BL)",
    "postcode": "M1 7BL",
    "lat": 53.472754,
    "lng": -2.236713,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "online marketplaces",
    "motor retail"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Partnerships and contracts",
   "category": "data, information and software",
   "function": "Autotrader has put its car listings inside ChatGPT through a data connector and funds AI language research at two Manchester universities.",
   "affiliation": "Established firms",
   "sources": [
    "https://plc.autotrader.co.uk/media/usjleen0/full-year-press-release-fy26.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://plc.autotrader.co.uk/media/usjleen0/full-year-press-release-fy26.pdf",
     "quotes": [
      "ChatGPT app integration via Model Context Protocol (MCP)",
      "research partnerships with Manchester Metropolitan University and the University of Manchester"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Partnerships and contracts",
     "div": "established"
    }
   ],
   "div_label": "Established firms",
   "location": "Manchester (M1 7BL)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "ChatGPT (OpenAI, not named in source)"
    },
    {
     "kind": "partner_of",
     "name": "Manchester Metropolitan University"
    },
    {
     "kind": "partner_of",
     "name": "University of Manchester"
    },
    {
     "kind": "part_of",
     "name": "Autotrader Group plc"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-EST-052",
   "name": "Unilever AI-first programme",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-06-15",
   "status_detail": "On 15 June 2026 Unilever said becoming AI-first is one of three foundational pillars of its transformation.",
   "one_line": "Unilever's company-wide AI programme across marketing, research, factories and supply chain, led by its Chief Digital & Technology Officer.",
   "description": "Unilever says \"Becoming AI-first is one of the three foundational pillars\" of its business transformation (15 June 2026), covering growth and commerce, an \"intelligent enterprise\" across the value chain, and tools for staff, with more than 40,000 employees trained. Sam Kini is Chief Digital & Technology Officer. Named AI lines include the AI Horizon3 Lab in Toronto (2023, BIZ-EST-053), AI digital twins in factories with Accenture (BIZ-EST-054) and AI product \"twins\" for marketing on NVIDIA Omniverse (BIZ-EST-055). Unilever said a US$270m \"digital-first, AI-powered\" global innovation centre is being developed in the US.",
   "uk_status": "uk",
   "company": {
    "ch_number": "00041424",
    "registered_office": "Port Sunlight, Wirral, Merseyside, CH62 4ZD",
    "incorporated": "1894-06-21",
    "legal_form": "plc",
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    "headcount": null,
    "ch_number_clean": "00041424",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/00041424",
    "ch_note": null
   },
   "place": {
    "text": "Port Sunlight, Wirral (registered office) (CH62 4ZD)",
    "postcode": "CH62 4ZD",
    "lat": 53.36198,
    "lng": -2.997605,
    "region": "England: North West",
    "admin_district": "Wirral",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Sam Kini",
     "role": "Chief Digital & Technology Officer, Unilever",
     "from": null,
     "source": "https://www.unilever.com/news/news-search/2026/how-unilever-is-building-an-ai-first-enterprise-at-scale/"
    }
   ],
   "money": [
    {
     "kind": "investment_pledge",
     "amount": 270000000,
     "currency": "USD",
     "date": "2026-06-15",
     "detail": "\"digital-first, AI-powered global innovation centre\" under development in the US",
     "raw": "investment_pledge: 270000000 USD 2026-06-15 — \"digital-first, AI-powered global innovation centre\" under development in the US",
     "amount_gbp": 200877911,
     "fx_rate": 1.3441,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3441 per £ on 2026-06-15",
     "fx_date": "2026-06-15",
     "fx_note": "",
     "txt": "US$270m",
     "gbp_txt": "£200.9m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Perceptual systems"
   ],
   "sectors": [
    "consumer goods"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "retail and consumer",
   "function": "Unilever's company-wide AI programme across marketing, research, factories and supply chain, led by its Chief Digital & Technology Officer.",
   "affiliation": "Established firms",
   "sources": [
    "https://www.unilever.com/news/news-search/2026/how-unilever-is-building-an-ai-first-enterprise-at-scale/",
    "https://find-and-update.company-information.service.gov.uk/search?q=Unilever+plc",
    "https://find-and-update.company-information.service.gov.uk/company/00041424"
   ],
   "source_quotes": [
    {
     "url": "https://www.unilever.com/news/news-search/2026/how-unilever-is-building-an-ai-first-enterprise-at-scale/",
     "quotes": [
      "Becoming AI-first is one of the three foundational pillars of Unilever's business transformation.",
      "Unilever's Chief Digital & Technology Officer\" (\"Published: 15 June 2026\")"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=Unilever+plc",
     "quotes": [
      "UNILEVER PLC\" \"00041424\" \"Port Sunlight, Wirral, Merseyside, CH62 4ZD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/00041424",
     "quotes": [
      "UNILEVER PLC",
      "Port Sunlight, Wirral, Merseyside, CH62 4ZD",
      "Active",
      "21 June 1894"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "established"
    }
   ],
   "div_label": "Established firms",
   "location": "Port Sunlight, Wirral (registered office) (CH62 4ZD)",
   "status_group": "active",
   "ext_links": [
    {
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     "name": "Unilever AI Horizon3 Lab (Toronto)",
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     "href": "../../established/#org=BIZ-EST-053",
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    },
    {
     "kind": "linked from: part_of",
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     "page": "established",
     "href": "../../established/#org=BIZ-EST-054",
     "page_label": "Established firms"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-EST-055",
     "name": "Unilever AI product twins for marketing content",
     "page": "established",
     "href": "../../established/#org=BIZ-EST-055",
     "page_label": "Established firms"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-CLD-6025"
   ]
  },
  {
   "id": "BIZ-BIG-048",
   "name": "Mary Coombs supercomputer, Hartree Centre (IBM–STFC HNCDI programme)",
   "bucket": "site",
   "status": "active",
   "status_date": "2025-10-20",
   "status_detail": "STFC launched the Mary Coombs GPU supercomputer at Daresbury on 20 October 2025 as part of the £210m Hartree National Centre for Digital Innovation programme with IBM, which shows the programme still running in October 2025.",
   "one_line": "A GPU supercomputer for industry AI work at STFC's Daresbury Laboratory, part of the government's programme with IBM.",
   "description": "On 20 October 2025 UKRI announced that STFC had launched Mary Coombs, a GPU-based supercomputer for AI workloads and advanced visualisation, rated at 24.41 petaflops, about ten times its predecessor Scafell Pike. It sits in STFC's new £30m Supercomputing Centre at Daresbury Laboratory and forms part of the £210m Hartree National Centre for Digital Innovation programme, a collaboration between STFC and IBM (BIZ-BIG-035). The hardware supplier was not named. Whether the IBM programme has been extended beyond its original five years (from June 2021) was not found.",
   "uk_status": "foreign_with_uk_base",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Science and Technology Facilities Council (UKRI)",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Daresbury Laboratory, Cheshire (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [],
   "site": {
    "operator": "STFC Hartree Centre",
    "owner": "STFC (UKRI)",
    "power_mw_stated": null,
    "gpus_stated": "null (GPU-based; 24.41 petaflops)",
    "site_status": "operational (launched 2025-10-20)",
    "ai_growth_zone": null,
    "site_stage": "live",
    "power_mw": null
   },
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "supercomputing",
    "industry adoption"
   ],
   "confidence": "single_source",
   "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": "supercomputing",
   "function": "A GPU supercomputer for industry AI work at STFC's Daresbury Laboratory, part of the government's programme with IBM.",
   "affiliation": "Big tech in the UK",
   "sources": [
    "https://www.ukri.org/news/stfc-launches-powerful-new-ai-supercomputer-for-industry/"
   ],
   "source_quotes": [
    {
     "url": "https://www.ukri.org/news/stfc-launches-powerful-new-ai-supercomputer-for-industry/",
     "quotes": [
      "Here at the Hartree Centre, our new Mary Coombs supercomputer",
      "£210 million Hartree National Centre for Digital Innovation programme, a collaboration between STFC and IBM",
      "The GPU-based supercomputer is designed for AI workloads and advanced visualisation.\" (dated 20 October 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "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": "Daresbury Laboratory, Cheshire (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-BIG-034",
     "name": "IBM Research UK",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-034",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "supplies_government",
     "id": "GOV-RES-001",
     "name": "UK Research and Innovation (UKRI)",
     "page": "government",
     "href": "../../../government/research/ukri/#org=GOV-RES-001",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-BIG-035"
   ]
  },
  {
   "id": "BIZ-NET-023",
   "name": "Manchester Digital",
   "bucket": "org",
   "status": "active",
   "status_date": null,
   "status_detail": "Active at Companies House.",
   "one_line": "The trade association for digital and technology businesses in Greater Manchester.",
   "description": "Manchester Digital Limited is a company limited by guarantee incorporated on 20 March 2002 and registered at Circle Square, Oxford Road, Manchester; Companies House classes it as a business membership organisation. A Leeds event listing for September 2026 names a joint \"Manchester x Leeds Digital\" mixer. In June 2026 SAS named Manchester \"the UK's most AI-ready city\" for the third year running (SAS AI Cities 2026 Index); that release does not mention Manchester Digital. Member count and leaders were not confirmed in this pass. [Round 4, 30 Oct 2026] SERVICES & SKILLS: Tech trade body's TechFirst Local grant for an \"AI Workforce Model for SMEs\" giving local talent practical AI skills. [Round 4, 30 Oct 2026] programme: TechFirst Local grant recipient for \"AI Workforce Model for SMEs\" (30 jobs, North West), Oct 2026 [Round 4, 30 Oct 2026] person: Katie Gallagher, managing director, is chair of the UK Tech Cluster Group (named July 2025) [Networks and media Round 1, 31 Oct 2026] Alex's Networks and media file (row NM03-01, line 101, as 'Manchester Digital'): Tech trade body for the North West with 400+ member firms. Awarded a 2026 TechFirst Local grant for its AI Workforce Model for SMEs; runs the Manchester Digital AI Conference and Level 4 apprenticeships.",
   "uk_status": "uk",
   "company": {
    "ch_number": "04398806",
    "registered_office": "Manchester Digital, Suite 206 No. 2 Circle Square, 1 Symphony Park, Oxford Road, Manchester, England, M1 7FS",
    "incorporated": "2002-03-20",
    "legal_form": "non-profit (private company limited by guarantee without share capital)",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "04398806",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/04398806",
    "ch_note": null
   },
   "place": {
    "text": "Circle Square, Manchester (M1 7FS)",
    "postcode": "M1 7FS",
    "lat": 53.472875,
    "lng": -2.238959,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Katie Gallagher",
     "role": "AI Sector Champion; head of Manchester Digital; co-chair, Early Careers Jobs Alliance",
     "from": "as stated 2026-06-08",
     "source": "https://www.gov.uk/government/speeches/liz-kendalls-speech-at-ai-adoption-summit",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "Regional tech networks and devolved clusters"
   ],
   "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": "Regional tech networks and devolved clusters",
   "function": "The trade association for digital and technology businesses in Greater Manchester.",
   "affiliation": "Networks and media",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/04398806",
    "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
    "https://www.gov.uk/government/news/government-investment-for-mentoring-funding-access-and-skills-development-to-spark-tech-innovation-outside-capital"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/04398806",
     "quotes": [
      "MANCHESTER DIGITAL LIMITED\" \"Active\" \"Private company limited by guarantee without share capital\" \"20 March 2002\" \"94110 - Activities of business and employers membership organisations"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/techlocal/techfirst-local-fund-grant-recipients",
     "quotes": [
      "AI Workforce Model for SMEs",
      "equip local talent with practical AI skills"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/government-investment-for-mentoring-funding-access-and-skills-development-to-spark-tech-innovation-outside-capital",
     "quotes": [
      "This investment forms an important part of our Plan for Change\"; https://www.digit.fyi/uk-gov-launches-1m-regional-tech-booster-programme/ (trade) — \"We're pleased that DSIT has selected the UK Tech Cluster Group to pilot a new approach."
     ],
     "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": "Circle Square, Manchester (M1 7FS)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-SVC-2054",
     "name": "TechLocal",
     "page": "services",
     "href": "../../services/#org=BIZ-SVC-2054",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-NET-2060",
    "BIZ-TAL-2199"
   ]
  },
  {
   "id": "BIZ-SAFE-014",
   "name": "Cytix",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-12",
   "status_detail": "Raised a US$7m (£5.1m) Series A led by Northern Gritstone (UKTN, 12 August 2026).",
   "one_line": "Checks and logs the code changes that AI coding tools make, to catch security holes in software written with AI.",
   "description": "Cytix is a Manchester cyber security company whose software plugs into a firm's software development process to check and log changes made by AI coding tools, aiming to \"address security vulnerabilities in AI-driven software development\". Ben Armstrong is chief executive. On 12 August 2026 UKTN reported a US$7m (£5.1m) Series A led by Northern Gritstone. Cytix Ltd was incorporated on 12 April 2022 with a Manchester registered office. Scope edge: it secures software made with AI rather than AI models themselves. [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 114, as 'Cytix') names Thomas Ballin as co-founder; Series A backers also include PXN Ventures and British Business Bank (file cites uktech.news 2026-08-12). The round is already in the deals list.",
   "uk_status": "uk",
   "company": {
    "ch_number": "14043556",
    "registered_office": "101 Princess Street, Manchester, England, M1 6DD",
    "incorporated": "2022-04-12",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14043556",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14043556",
    "ch_note": null
   },
   "place": {
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    "postcode": "M1 6DD",
    "lat": 53.477242,
    "lng": -2.23942,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ben Armstrong",
     "role": "CEO",
     "from": null,
     "source": "https://www.uktech.news/cybersecurity/manchester-cyber-startup-cytix-raises-5m-to-tackle-ai-software-risk-20260812"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 7000000,
     "currency": "USD",
     "date": "2026-08-12",
     "detail": "Series A led by Northern Gritstone (£5.1m)",
     "raw": "funding_round: 7000000 USD 2026-08-12 — Series A led by Northern Gritstone (£5.1m)",
     "amount_gbp": 5181731,
     "fx_rate": 1.3509,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3509 per £ on 2026-08-12",
     "fx_date": "2026-08-12",
     "fx_note": "",
     "txt": "US$7m",
     "gbp_txt": "£5.2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "application security",
    "AI-written code"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.registered_office",
     "text": "company.registered_office → 101 Princess Street, Manchester, England, M1 6DD (the record's \"64 Cross Street, Manchester, M2 4JQ\" came from the search listing and is out of date); place postcode → M1 6DD"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "application security",
   "function": "Checks and logs the code changes that AI coding tools make, to catch security holes in software written with AI.",
   "affiliation": "Safety",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/search?q=cytix",
    "https://find-and-update.company-information.service.gov.uk/company/14043556"
   ],
   "source_quotes": [
    {
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      "address security vulnerabilities in AI-driven software development",
      "$7m (£5.1m) Series A funding round",
      "led by Northern Gritstone"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=cytix",
     "quotes": [
      "CYTIX LTD\" \"14043556\" \"Incorporated on 12 April 2022\" \"64 Cross Street, Manchester, England, M2 4JQ"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14043556",
     "quotes": [
      "CYTIX LTD",
      "101 Princess Street, Manchester, England, M1 6DD",
      "Active",
      "12 April 2022",
      "63120 - Web portals"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "safety"
    }
   ],
   "div_label": "Safety",
   "location": "Manchester (M2 4JQ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-018",
   "name": "ORCHA",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07-01",
   "status_detail": "Website live with 2026 copyright; its AI Risk Profiler page cites a working paper submitted in July 2026 and a journal paper planned for the second half of 2026.",
   "one_line": "Assesses digital health apps and health AI products for safety, privacy and quality, and offers a tool that profiles the risks of health AI.",
   "description": "ORCHA (ORCHA Health Ltd, incorporated 7 March 2014) has its main office at Sci-Tech Daresbury in Cheshire, with offices in London and Boston. It assesses digital health products for health systems. Its AI Risk Profiler takes a developer's answers about each AI feature, applies a six-step framework, and reports which AI risks are active, how severe they are, and where mitigations fall short; it gives a gap analysis rather than a pass or fail.",
   "uk_status": "uk",
   "company": {
    "ch_number": "08927511",
    "registered_office": "The Innovation Centre, Sci-Tech Daresbury, Keckwick Lane, Daresbury, Warrington, England, WA4 4FS",
    "incorporated": "2014-03-07",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "08927511",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/08927511",
    "ch_note": null
   },
   "place": {
    "text": "Sci-Tech Daresbury, Cheshire (WA4 4FS)",
    "postcode": "WA4 4FS",
    "lat": 53.345237,
    "lng": -2.639191,
    "region": "England: North West",
    "admin_district": "Halton",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": {
    "maker": "ORCHA",
    "launched": null,
    "what_it_does": "AI Risk Profiler: reports which AI risks a health technology carries and how serious they are"
   },
   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "digital health assessment"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-orcha",
   "type": "Companies",
   "category": "digital health assessment",
   "function": "Assesses digital health apps and health AI products for safety, privacy and quality, and offers a tool that profiles the risks of health AI.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.orchahealth.com/solutions/ai-risk-profiler",
    "https://www.orchahealth.com/contact",
    "https://find-and-update.company-information.service.gov.uk/search?q=orcha"
   ],
   "source_quotes": [
    {
     "url": "https://www.orchahealth.com/solutions/ai-risk-profiler",
     "quotes": [
      "tells you which AI risks a health technology has",
      "uses the same methodology, taxonomy, and risk activation logic on every product"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.orchahealth.com/contact",
     "quotes": [
      "The Innovation Centre, Sci-Tech Daresbury, Keckwick Lane, Daresbury, Cheshire, WA4 4FS",
      "Spaces 307 Euston Road London NW1 3AD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=orcha",
     "quotes": [
      "ORCHA HEALTH LTD\" \"08927511\" \"7 March 2014\" \"Sci-Tech Daresbury Keckwick Lane, Daresbury, Warrington, England, WA4 4FS"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "assurance"
    }
   ],
   "div_label": "Assurance",
   "location": "Sci-Tech Daresbury, Cheshire (WA4 4FS)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SAFE-019",
   "name": "Anekanta AI",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Two case studies are listed in the GOV.UK AI assurance portfolio (opened 29 October 2026); Companies House search for Anekanta failed in this session and its website was not opened, so no current dated evidence was found.",
   "one_line": "Assesses the risks of high-risk AI, especially facial recognition and other biometric systems, for organisations that build or use it.",
   "description": "Anekanta AI has two GOV.UK assurance case studies: an AI Risk Intelligence System for biometric and high-risk AI, and a Facial Recognition Privacy Impact Risk Assessment System for verification and remote biometric identification. The earlier pass placed it in Wirral and named Pauline Norstrom as founder and chief executive; neither was re-confirmed in this session. [Round 4, 30 Oct 2026] assurance case studies: Two DSIT portfolio case studies: facial recognition privacy impact risk assessment, and AI Risk Intelligence System for biometric and high-risk AI",
   "uk_status": "uk",
   "company": {
    "ch_number": "13778239",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13778239",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13778239",
    "ch_note": null
   },
   "place": {
    "text": "Wirral (CH62 2DN)",
    "postcode": "CH62 2DN",
    "lat": 53.334176,
    "lng": -2.979236,
    "region": "England: North West",
    "admin_district": "Wirral",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance",
    "Perceptual systems"
   ],
   "sectors": [
    "biometrics risk",
    "AI governance advice"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Wirral (registered office, CH62 2DN) — region: England: North West (record had null)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": "biz-anekanta-ai",
   "type": "Companies",
   "category": "biometrics risk",
   "function": "Assesses the risks of high-risk AI, especially facial recognition and other biometric systems, for organisations that build or use it.",
   "affiliation": "Assurance",
   "sources": [
    "https://www.gov.uk/ai-assurance-techniques",
    "https://www.gov.uk/ai-assurance-techniques?page=2",
    "https://find-and-update.company-information.service.gov.uk/company/13778239"
   ],
   "source_quotes": [
    {
     "url": "https://www.gov.uk/ai-assurance-techniques",
     "quotes": [
      "Anekanta® AI: Facial Recognition Privacy Impact Risk Assessment System™ (for verification and remote biometric identification)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques?page=2",
     "quotes": [
      "Anekanta AI: AI Risk Intelligence System for biometric and high-risk AI"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13778239",
     "quotes": [
      "ANEKANTA AI LTD\" \"Stanhope House, Mark Rake, Wirral, United Kingdom, CH62 2DN\" \"Active\" \"2 December 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "assurance"
    }
   ],
   "div_label": "Assurance",
   "location": "Wirral (CH62 2DN)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SVC-017",
   "name": "Fuzzy Labs",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows the company as active; its site lists recent case studies including an AI assistant for police case files (undated).",
   "one_line": "A Manchester consultancy that uses open-source tools to help organisations build, deploy and monitor machine-learning and AI models.",
   "description": "Fuzzy Labs Limited was incorporated on 11 January 2019 and is registered in Stockport; its site gives its address as 61 Oxford Street, Manchester. It says it uses \"open source MLOps to help build and productionise AI models\". It is led by co-founders Tom Stockton (chief executive) and Matt Squire (chief technology officer), and has a public sector lead for policing. Its case studies include an AI assistant to halve police case-file preparation time, testing AI security tools, and computer vision for farming; client names and dates were not given on the pages opened. Its team page lists 24 people. [Round 4, 30 Oct 2026] SAFETY & ASSURANCE: Manchester firm that uses open-source machine learning operations (MLOps) tools to run AI in production; in LASR Validate's first cohort. [Round 8, 30 Oct 2026] SERVICES & SKILLS: Manchester open-source MLOps consultancy. (Services and skills file, row B10-044, line 268.) [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 115, as 'Fuzzy Labs') contributes to LASR work on securing open-source AI supply chains, model weights and MLOps (file cites fuzzylabs.ai, plexal.com).",
   "uk_status": "uk",
   "company": {
    "ch_number": "11762819",
    "registered_office": "123 Wellington Road South, Stockport, United Kingdom, SK1 3TH",
    "incorporated": "2019-01-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": "24 listed on team page, 2026-10-29, company site (includes an investor-adviser)",
    "ch_number_clean": "11762819",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11762819",
    "ch_note": null
   },
   "place": {
    "text": "61 Oxford Street, Manchester (M1 6EQ)",
    "postcode": "M1 6EQ",
    "lat": 53.475853,
    "lng": -2.241958,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Tom Stockton",
     "role": "CEO and Co-Founder",
     "from": null,
     "source": "https://www.fuzzylabs.ai/about-us"
    },
    {
     "name": "Matt Squire",
     "role": "CTO and Co-Founder",
     "from": null,
     "source": "https://www.fuzzylabs.ai/about-us"
    },
    {
     "name": "Matt Squire",
     "role": "Co-founder and CTO",
     "from": "2025-05-20",
     "source": "https://www.plexal.com/news/fuzzy-labs-engineering-ai-real-world/",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "AI development and training"
   ],
   "sectors": [
    "Specialist data, ML and marketing AI consultancies",
    "machine learning operations",
    "policing",
    "agriculture",
    "health"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "Specialist data, ML and marketing AI consultancies",
   "function": "A Manchester consultancy that uses open-source tools to help organisations build, deploy and monitor machine-learning and AI models.",
   "affiliation": "Services and skills",
   "sources": [
    "https://www.fuzzylabs.ai/",
    "https://www.fuzzylabs.ai/about-us",
    "https://find-and-update.company-information.service.gov.uk/company/11762819",
    "https://www.fuzzylabs.ai/case-studies",
    "https://www.plexal.com/news/fuzzy-labs-engineering-ai-real-world/",
    "https://plexal.com/lasr-validate-smes-tackle-ai-security-challenges"
   ],
   "source_quotes": [
    {
     "url": "https://www.fuzzylabs.ai/",
     "quotes": [
      "Fuzzy Labs use open source MLOps to help build and productionise AI models."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.fuzzylabs.ai/about-us",
     "quotes": [
      "CTO & Co-Founder\" (Matt Squire)",
      "CEO & Co-Founder\" (Tom Stockton)",
      "Based in Manchester."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11762819",
     "quotes": [
      "FUZZY LABS LIMITED\" \"123 Wellington Road South, Stockport, United Kingdom, SK1 3TH\" \"Active\" \"11 January 2019\" \"62020 - Information technology consultancy activities"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.fuzzylabs.ai/case-studies",
     "quotes": [
      "Building an AI assistant to halve police case file prep time\" [title as listed]"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.plexal.com/news/fuzzy-labs-engineering-ai-real-world/",
     "quotes": [
      "We started Fuzzy Labs to help people get AI into production."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://plexal.com/lasr-validate-smes-tackle-ai-security-challenges",
     "quotes": [
      "Fuzzy Labs is focused on advancing and innovating open-source machine learning operations (MLOps) solutions"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "AI development and training"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "services"
    }
   ],
   "div_label": "Services and skills",
   "location": "61 Oxford Street, Manchester (M1 6EQ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "member_of",
     "id": "BIZ-SAFE-2024",
     "name": "LASR Validate",
     "page": "safety",
     "href": "../../safety/#org=BIZ-SAFE-2024",
     "page_label": "Safety"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SVC-025",
   "name": "IN4 Group (TechFirst AI Apprenticeship Pathway)",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-14",
   "status_detail": "On 14 August 2026 UKTN reported that IN4 Group will deliver a government-backed three-week AI pathway pilot for up to 70 young people in the North West.",
   "one_line": "A training provider delivering a short government-backed AI course for young people in the North West of England.",
   "description": "UKTN reported on 14 August 2026 that IN4 Group will deliver the TechFirst AI Apprenticeship Pathway, a three-week programme for up to 70 people aged 16 to 21 from places including Wigan, Blackburn and Blackpool, with work placements offered by JD Sports and Heinz. No funding figure for the pilot and no Companies House record for IN4 Group were opened in this session. [Round 4, 30 Oct 2026] programme role: Delivery partner for the North West AI bootcamp pilot and its \"AI Native Youth\" initiative (June 2026); TechFirst East Midlands delivery partner [Round 4, 30 Oct 2026] status (one source, shown as a note; status unchanged): Pathway piloted in North West England, offering level 3 digital apprenticeships (GOV.UK page dated 19 October 2026)",
   "uk_status": "uk",
   "company": {
    "ch_number": "11891136",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11891136",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11891136",
    "ch_note": null
   },
   "place": {
    "text": "North West England (null)",
    "postcode": "M50 2ST",
    "lat": 53.472874,
    "lng": -2.299675,
    "region": "England: North West",
    "admin_district": "Salford",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "training",
    "apprenticeships",
    "young people"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "training",
   "function": "A training provider delivering a short government-backed AI course for young people in the North West of England.",
   "affiliation": "Services and skills",
   "sources": [
    "https://www.uktech.news/ai/government-launches-ai-bootcamp-in-the-north-west-20260814",
    "https://find-and-update.company-information.service.gov.uk/company/11891136",
    "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future",
    "https://www.gov.uk/guidance/techfirst-ai-apprenticeship-pathway"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/government-launches-ai-bootcamp-in-the-north-west-20260814",
     "quotes": [
      "IN4 Group to deliver \"the TechFirst AI Apprenticeship Pathway\"; up to 70 young people aged 16 to 21 [fetch summary; exact wording partly captured] (dated 14 August 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11891136",
     "quotes": [
      "IN4.0 GROUP LIMITED",
      "The Landing Blue Tower, Media City Uk, Salford, United Kingdom, M50 2ST",
      "Active",
      "19 March 2019",
      "85410 - Post-secondary non-tertiary education"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/entry-level-jobs-support-ai-bootcamps-and-tech-training-as-government-supports-young-people-into-the-jobs-of-the-future",
     "quotes": [
      "will be run by a delivery partner, IN4 Group",
      "East Midlands: IN4 Group"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/guidance/techfirst-ai-apprenticeship-pathway",
     "quotes": [
      "The pathway is currently being piloted in North West England, delivered by TechFirst's Regional Delivery Partner, IN4 Group."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "services"
    }
   ],
   "div_label": "Services and skills",
   "location": "North West England (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-BIST-002",
     "name": "Department for Science, Innovation and Technology (DSIT) — functions moved to BIST",
     "page": "government",
     "href": "../../../government/bist/#org=GOV-BIST-002",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Education (Government page)",
     "page": "government",
     "href": "../../../government/education/",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-TAL-2223",
     "name": "TechFirst for schools",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-2223",
     "page_label": "Talent"
    }
   ],
   "label_links": [],
   "degree": 1,
   "related_ids": [
    "BIZ-SVC-2060"
   ]
  },
  {
   "id": "BIZ-SW-037",
   "name": "Matillion",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Matillion Limited is active on Companies House, with accounts to 31 January 2026 due by 31 October 2026; no 2026 event was verified.",
   "one_line": "Makes cloud software that moves and prepares company data so it can be used for analysis and AI.",
   "description": "Matillion was founded in Manchester and sells what UKTN called a \"cloud data integration platform\", used by data engineers, data scientists and business analysts to bring data from cloud systems into analytics. UKTN reported a £72.24m Series D led by Lightspeed Venture Partners on 16 February 2021, with Battery Ventures, Sapphire Ventures, Scale Venture Partners and Silicon Valley Bank Capital; Matthew Scullion was chief executive. Earlier UKTN reports cover US$20m (2018) and US$35m Series C (2019) rounds. Its AI products were not verified because matillion.com was refused by the fetch tool; it is recorded as a data-infrastructure company that serves AI work. [Round 6, 30 Oct 2026] funding_history: Series B $20m led by Sapphire Ventures with Scale Venture Partners and YFM Equity Partners, total over $26m (2018-03); Series C $35m led by Battery Ventures, total $60m (2019-06) [Round 6, 30 Oct 2026] customers: More than 550 customers in 40 countries (2019-06); named customers Amazon, Cisco, IKEA, Travis Perkins (2022-09) [Round 6, 30 Oct 2026] founded / founder / offices: Founded 2011 by Matthew Scullion; offices Altrincham and New York (2018-03) [Round 6, 30 Oct 2026] key_facts: Series E closed at a \"$1.5 billion valuation\"; investors listed: Lightspeed, Battery, Sapphire, Scale Venture Partners, YFM Equity Partners, General Atlantic; dual HQ Denver and Manchester; founded 2011 by Matthew Scullion and Ed Thompson (CTO) [Round 6, 30 Oct 2026] key_facts: more than 550 customers in 40 countries; total funding $60m after Series C (2019-06) [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active; filing overdue [Round 6 profile, 30 Oct 2026] founded: 2011 (company page: \"Empowering data teams since 2011\"); hq: Manchester (England: North West) — company states \"dual headquarters in Denver and Manchester\"; what it does: Data integration and pipeline software for cloud data warehouses such as Snowflake and Databricks. Its Maia product is a set of AI agents that build data pipelines from plain-language requests.; usage or revenue as published: \"Thousands of enterprises\" — 2025-06-03 — https://www.matillion.com/news/matillion-unveils-agentic-data-team-maia; status now: Active; dual headquarters in Manchester and Denver; Girish Pancha named chief executive in August 2026, with Matthew Scullion's new role not confirmed on a page opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": "07474948",
    "registered_office": "Two New Bailey, Stanley Street, Salford, England, M3 5GS",
    "incorporated": "2010-12-21",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "07474948",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/07474948",
    "ch_note": null,
    "legal_name": "MATILLION LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
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   },
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    {
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    },
    {
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    },
    {
     "name": "Tim O'Neil",
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     "source": "https://www.matillion.com/news",
     "round4": true
    },
    {
     "name": "Matthew Scullion",
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     "source": "https://www.uktech.news/tech-hubs/north-west/manchester/manchester-based-matillion-gets-20m-round-led-silicon-valley-vc-20180322",
     "round4": true
    },
    {
     "name": "Girish Pancha",
     "role": "Chief Executive Officer",
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     "source": "https://www.matillion.com/news",
     "round4": true
    },
    {
     "name": "Matthew Scullion",
     "role": "Co-founder; CEO until 2026",
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     "source": "https://www.matillion.com/about",
     "round4": true
    },
    {
     "name": "Ed Thompson",
     "role": "Co-founder and CTO",
     "from": "2011",
     "source": "https://www.matillion.com/about",
     "round4": true
    },
    {
     "name": "Tim O'Neil",
     "role": "Chief Revenue Officer",
     "from": "2026-03-11",
     "source": "https://www.matillion.com/news/matillion-appoints-tim-oneil-as-chief-revenue-officer",
     "round4": true
    },
    {
     "name": "Narayan Menon",
     "role": "President of Operations and CFO",
     "from": "null",
     "source": "https://www.matillion.com/about",
     "round4": true
    },
    {
     "name": "Sanjay Krishnamurthi",
     "role": "Chief Development Officer",
     "from": "null",
     "source": "https://www.matillion.com/about",
     "round4": true
    },
    {
     "name": "Graeme Cantu-Park",
     "role": "CIO and CISO",
     "from": "null",
     "source": "https://www.matillion.com/about",
     "round4": true
    },
    {
     "name": "Kimberly Trull",
     "role": "General Counsel",
     "from": "null",
     "source": "https://www.matillion.com/about",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 72240000,
     "currency": "GBP",
     "date": "2021-02-16",
     "detail": "Series D led by Lightspeed Venture Partners",
     "raw": "funding_round: 72240000 GBP 2021-02-16 — Series D led by Lightspeed Venture Partners",
     "amount_gbp": 72240000,
     "fx_rate": 1.0,
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     "txt": "£72.2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "AI implementation"
   ],
   "sectors": [
    "data platforms and data engineering",
    "data integration",
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   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "data platforms and data engineering",
   "function": "Makes cloud software that moves and prepares company data so it can be used for analysis and AI.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/news/cloud-data-integration-manchester-matillion-funding-20210216",
    "https://find-and-update.company-information.service.gov.uk/company/07474948",
    "https://find-and-update.company-information.service.gov.uk/company/07474948/officers",
    "https://www.uktech.news/news/matillion-raises-35m-in-series-c-funding-round-20190617",
    "https://www.uktech.news/news/founder-interviews/matillion-founder-matthew-scullion-20220909",
    "https://www.uktech.news/tech-hubs/north-west/manchester/manchester-based-matillion-gets-20m-round-led-silicon-valley-vc-20180322",
    "https://www.matillion.com/about",
    "https://www.matillion.com/news",
    "https://www.matillion.com/news/matillion-unveils-agentic-data-team-maia",
    "https://www.matillion.com/news/matillion-appoints-tim-oneil-as-chief-revenue-officer"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/cloud-data-integration-manchester-matillion-funding-20210216",
     "quotes": [
      "latest £72.24 million Series D funding round",
      "cloud data integration platform\" (Tue 16 Feb 2021)"
     ],
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07474948",
     "quotes": [
      "MATILLION LIMITED\" \"Active\" \"Two New Bailey, Stanley Street, Salford, England, M3 5GS\" \"21 December 2010"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07474948/officers",
     "quotes": [
      "SCULLION, Matthew Peter\" Director \"1 June 2011\" (active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/matillion-raises-35m-in-series-c-funding-round-20190617",
     "quotes": [
      "The provider of data transformation software for cloud data warehouses' latest funding round was led by Battery Ventures\" (trade)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/founder-interviews/matillion-founder-matthew-scullion-20220909",
     "quotes": [
      "convert raw data into actionable, analytics-ready data in the cloud\" (trade)"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tech-hubs/north-west/manchester/manchester-based-matillion-gets-20m-round-led-silicon-valley-vc-20180322",
     "quotes": [
      "has drawn in $20m in Series B funding from two prominent Silicon Valley-based investors.\" (trade)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.matillion.com/about",
     "quotes": [
      "Empowering data teams since 2011."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.matillion.com/news",
     "quotes": [
      "Matillion Names Data Integration Pioneer Girish Pancha as CEO to Lead the AI Data Automation Revolution"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.matillion.com/news/matillion-unveils-agentic-data-team-maia",
     "quotes": [
      "Maia agents quickly and easily create complex end-to-end data pipelines from natural language prompts."
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.matillion.com/news/matillion-appoints-tim-oneil-as-chief-revenue-officer",
     "quotes": [
      "leadership roles at Alation and ThoughtSpot"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI implementation"
   ],
   "one_source": false,
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     "div": "software"
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   ],
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  },
  {
   "id": "BIZ-SU-FIN-037",
   "name": "Netacea",
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   "status_detail": "Raised £4.5m from Mercia Asset Management and appointed Mick Bradley as chief executive, reported by UKTN on 18 October 2023. Companies House shows NETACEA LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Manchester company using machine learning to detect automated bots attacking websites, apps and APIs.",
   "description": "Netacea is \"a machine learning-based bot detection startup\" based in Manchester. Its platform runs on websites, apps and APIs and reads user behaviour to spot automated threats. It raised £9m in February 2022 to fund US expansion and £4.5m from Mercia Asset Management in October 2023, when Mercia held 34.2%. Mick Bradley, formerly chief revenue officer at Virtuozzo, became chief executive. Netacea Limited (11566936) and three related group companies are registered at the same Manchester address. It is listed under finance because the brief placed it here; the lead researcher may move it to Safety and assurance.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11566936",
    "registered_office": "Suite 2.02 Department Bonded Warehouse, 18 Lower Byrom Street, Manchester, United Kingdom, M3 4AP",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11566936",
    "ch_note": null
   },
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    "text": "Manchester (M3 4AP)",
    "postcode": "M3 4AP",
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    "admin_district": "Manchester",
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   },
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    {
     "name": "Mick Bradley",
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    }
   ],
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    {
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     "amount": 9000000,
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     "date": "2022-02-15",
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     "raw": "funding_round: 9000000 GBP 2022-02-15 — to fund US expansion",
     "amount_gbp": 9000000,
     "fx_rate": 1.0,
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     "txt": "£9m",
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    },
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     "amount": 4500000,
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     "fx_rate": 1.0,
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     "txt": "£4.5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
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   "dsit_domains": [
    "AI security and assurance"
   ],
   "sectors": [
    "cyber security",
    "e-commerce",
    "fraud"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
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   "held": [],
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   "type": "Companies",
   "category": "finance",
   "function": "Manchester company using machine learning to detect automated bots attacking websites, apps and APIs.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/cybersecurity/netacea-funding-new-ceo-20231018",
    "https://www.uktech.news/tag/netacea",
    "https://find-and-update.company-information.service.gov.uk/search?q=netacea",
    "https://find-and-update.company-information.service.gov.uk/company/11566936"
   ],
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    {
     "url": "https://www.uktech.news/cybersecurity/netacea-funding-new-ceo-20231018",
     "quotes": [
      "a machine learning-based bot detection startup",
      "Manchester-based"
     ],
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    },
    {
     "url": "https://www.uktech.news/tag/netacea",
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      "Bot detection platform Netacea secures £9m to fund US expansion\" (Tue 15 Feb 2022)"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=netacea",
     "quotes": [
      "NETACEA LIMITED\" \"11566936\" \"Incorporated on 13 September 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11566936",
     "quotes": [
      "NETACEA LIMITED | Company number 11566936 | Active"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
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     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester (M3 4AP)",
   "status_group": "active",
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    }
   ],
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     "name": "Mercia Asset Management"
    }
   ],
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  },
  {
   "id": "BIZ-SU-LEG-015",
   "name": "Summize",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-06-26",
   "status_detail": "Acquired the staff and key assets of Seattle legal services firm InnoLaw Group, reported 26 June 2026, months after a £40m fundraise.",
   "one_line": "Contract software that brings contract review and AI contracting into Microsoft Teams, Outlook and Salesforce for in-house legal teams.",
   "description": "Summize is a Manchester legal technology company led by chief executive Tom Dunlop. It runs a \"contract lifecycle management (CLM) platform\" built into tools such as Teams, Outlook and Salesforce. In June 2026 it bought the staff and key assets of InnoLaw Group of Seattle, aiming to combine human implementation support with \"automated AI contracting services\"; InnoLaw founder Lucy Bassli stays as an independent adviser. UKTN said the deal came months after a £40m fundraise, which was not separately opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11421457",
    "registered_office": null,
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    "legal_form": null,
    "owner_or_acquirer": null,
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    "ch_number_clean": "11421457",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11421457",
    "ch_note": null
   },
   "place": {
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    "postcode": "M1 4PZ",
    "lat": 53.476276,
    "lng": -2.241795,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Tom Dunlop",
     "role": "CEO",
     "from": null,
     "source": "https://www.uktech.news/legal/legal-tech-group-summize-acquires-seattle-based-firm-20260626"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 40000000,
     "currency": "GBP",
     "date": "2026",
     "detail": "fundraise mentioned by UKTN; date and investors not opened",
     "raw": "funding_round: 40000000 GBP 2026 — fundraise mentioned by UKTN; date and investors not opened",
     "amount_gbp": 40000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£40m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "legal",
    "contracts"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "legal",
   "function": "Contract software that brings contract review and AI contracting into Microsoft Teams, Outlook and Salesforce for in-house legal teams.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/legal/legal-tech-group-summize-acquires-seattle-based-firm-20260626",
    "https://find-and-update.company-information.service.gov.uk/company/11421457",
    "https://find-and-update.company-information.service.gov.uk/company/11421457/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/legal/legal-tech-group-summize-acquires-seattle-based-firm-20260626",
     "quotes": [
      "Manchester-based legal tech firm Summize",
      "contract lifecycle management (CLM) platform",
      "automated AI contracting services",
      "comes months after the company secured a fundraise of £40m"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11421457",
     "quotes": [
      "SUMMIZE LIMITED\" \"The Treehouse Floors 3&4, 127 Portland Street, Manchester, England, M1 4PZ\" \"Active\" \"19 June 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11421457/officers",
     "quotes": [
      "DUNLOP, Thomas Owain\" Director appointed \"19 June 2018\" (active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
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     "name": "InnoLaw Group (staff and assets acquired 2026)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-HLT-012",
   "name": "Spotlight Pathology",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Secured £1.4m in seed funding co-led by the UK Innovation and Science Seed Fund and the Liverpool City Region Seed Fund, announced 16 March 2026, with first NHS deployments expected later in 2026. Companies House shows SPOTLIGHT PATHOLOGY LTD as Active (checked 31 Oct 2026).",
   "one_line": "University of Manchester spin-out whose AI analyses digital pathology slides to help diagnose blood cancers such as lymphoma.",
   "description": "Spotlight Pathology spun out of the University of Manchester in 2020 and builds AI software that analyses digital pathology images to help identify blood cancers earlier; its first product is a lymphoma diagnostic device. It is based at Sci-Tech Daresbury in Cheshire. It took £125,000 from LYVA Labs in July 2024, and in March 2026 raised £1.4m co-led by UKI2S and the Liverpool City Region Seed Fund, with Deepbridge, Lyva Labs, EHE Ventures and River Capital. Sam Perona is chief executive.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12435884",
    "registered_office": "The Innovation Centre, Sci-Tech Daresbury Keckwick Lane, Daresbury, Warrington, Cheshire, England, WA4 4FS",
    "incorporated": "2020-01-31",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12435884",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12435884",
    "ch_note": null
   },
   "place": {
    "text": "Sci-Tech Daresbury, Warrington (WA4 4FS)",
    "postcode": "WA4 4FS",
    "lat": 53.345237,
    "lng": -2.639191,
    "region": "England: North West",
    "admin_district": "Halton",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Sam Perona",
     "role": "CEO",
     "from": null,
     "source": "https://htn.co.uk/2026/03/16/spotlight-pathology-secures-1-4-million-seed-investment-for-ai-blood-cancer-diagnostics/"
    }
   ],
   "money": [
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     "kind": "funding_round",
     "amount": 1400000,
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     "date": "2026-03-16",
     "detail": "seed, co-led by UKI2S and Liverpool City Region Seed Fund",
     "raw": "funding_round: 1400000 GBP 2026-03-16 — seed, co-led by UKI2S and Liverpool City Region Seed Fund",
     "amount_gbp": 1400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.4m",
     "gbp_txt": ""
    },
    {
     "kind": "funding_round",
     "amount": 125000,
     "currency": "GBP",
     "date": "2024-07-18",
     "detail": "investment from LYVA Labs",
     "raw": "funding_round: 125000 GBP 2024-07-18 — investment from LYVA Labs",
     "amount_gbp": 125000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£125,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI implementation"
   ],
   "sectors": [
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    "blood cancer"
   ],
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   "type": "Companies",
   "category": "health",
   "function": "University of Manchester spin-out whose AI analyses digital pathology slides to help diagnose blood cancers such as lymphoma.",
   "affiliation": "Start-ups",
   "sources": [
    "https://htn.co.uk/2026/03/16/spotlight-pathology-secures-1-4-million-seed-investment-for-ai-blood-cancer-diagnostics/",
    "https://www.uktech.news/medtech/spotlight-pathology-secures-new-funding-for-ai-cancer-diagnostics-20260320",
    "https://www.uktech.news/medtech/spotlight-pathology-ai-blood-diagnosis-20240718",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=spotlight+pathology",
    "https://find-and-update.company-information.service.gov.uk/company/12435884"
   ],
   "source_quotes": [
    {
     "url": "https://htn.co.uk/2026/03/16/spotlight-pathology-secures-1-4-million-seed-investment-for-ai-blood-cancer-diagnostics/",
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     "amendment": false
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    {
     "url": "https://www.uktech.news/medtech/spotlight-pathology-secures-new-funding-for-ai-cancer-diagnostics-20260320",
     "quotes": [
      "Spotlight Pathology is developing AI-powered tools for diagnosing blood cancer.\" \"Spotlight Pathology, a spinout from the University of Manchester."
     ],
     "accessed": "2026-10-29",
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     "amendment": false
    },
    {
     "url": "https://www.uktech.news/medtech/spotlight-pathology-ai-blood-diagnosis-20240718",
     "quotes": [
      "Daresbury-based life science startup Spotlight Pathology has raised £125,000 in the latest investment from LYVA Labs."
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=spotlight+pathology",
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      "SPOTLIGHT PATHOLOGY LTD\" \"12435884\" \"31 January 2020"
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     "url": "https://find-and-update.company-information.service.gov.uk/company/12435884",
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    "AI implementation"
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   "function": "Manchester start-up whose AI tool, Melo, helps clinicians collect and record information on patients with brain injuries.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/medtech/brain-injury-ai-startup-20230921",
    "https://find-and-update.company-information.service.gov.uk/search?q=decently",
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      "DECENTLY LIMITED | Company number 13604268 | Active"
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    }
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    "AI implementation"
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    }
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   "status_detail": "Received £145,000 from LYVA Labs, reported 13 September 2023; no later page opened. Companies House shows MYMA MEDICAL LIMITED as Active (checked 31 Oct 2026).",
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   "description": "Myma Medical was formed in 2020 as a spin-out from the University of Birmingham. It is developing an automated fertility treatment: its AutoICSI system uses AI-powered cameras to assess eggs and sperm before injection, to raise IVF success rates. In September 2023 it received £145,000 from Liverpool-based LYVA Labs. Yash Khandhia is chief executive. Head office and Companies House record not confirmed.",
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    "ch_note": null
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    "Autonomous and agent systems"
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    "IVF"
   ],
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   "as_of": "2026-10-29",
   "applied": [
    {
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     "text": "place → Liverpool (registered office) — region: England: North West (was null), operating base not confirmed"
    }
   ],
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   ],
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     "quotes": [
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     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
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      "confirmation statement due \"by 7 December 2024"
     ],
     "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": "Liverpool",
   "status_group": "active",
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   "name": "Peak",
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   "one_line": "Made AI software that helps retailers and manufacturers set prices and plan stock; bought by the US automation company UiPath in 2025.",
   "description": "Peak was incorporated in November 2014 as Peak Business Insight and renamed Peak AI in 2019. It built an AI platform that, in UiPath's words, optimises product inventory and pricing, with decision applications for business users. UiPath, listed in New York, announced the acquisition on 12 March 2025 and said Peak's products would form the base of new pricing and inventory agents. Richard Potter was chief executive and co-founder. The UK company remains active, with its registered office now at 22 Bishopsgate, London. [Round 6, 30 Oct 2026] legal_name_if_published: Peak AI Limited; acquisition completed March 2025 (UiPath 10-K) [Round 6, 30 Oct 2026] key_facts: Manchester; CEO and co-founder Richard Potter; joint customer Heidelberg Materials (2025-03)",
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    "registered_office": "50th Floor East Part, 22 Bishopsgate, London, England, EC2N 4BQ",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09307701",
    "ch_note": null
   },
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    "region": "England: North West"
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     "source": "https://www.uipath.com/newsroom/uipath-acquires-peak-to-launch-vertically-specialized-agents"
    },
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     "role": "co-founder and CEO",
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     "source": "https://ir.uipath.com/news/detail/380/uipath-acquires-peak-to-launch-vertically-specialized-agents-within-its-agentic-automation-platform",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
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    "Autonomous and agent systems"
   ],
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    "manufacturing",
    "pricing and inventory"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
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     "url": "https://www.uipath.com/newsroom/uipath-acquires-peak-to-launch-vertically-specialized-agents",
     "quotes": [
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     "trade": false,
     "amendment": false
    },
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     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ir.uipath.com/financials/sec-filings/content/0001734722-25-000023/0001734722-25-000023.pdf",
     "quotes": [
      "In March 2025, we acquired Peak AI Limited, a U.K.-based software company offering an AI platform"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://ir.uipath.com/news/detail/380/uipath-acquires-peak-to-launch-vertically-specialized-agents-within-its-agentic-automation-platform",
     "quotes": [
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     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
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   "description": "PEAK:AIO is a Manchester software company that builds storage systems for AI workloads and software intended to make AI systems faster and use less power. BusinessCloud (trade) reported on 3 October 2025 a £5m investment, of which Pembroke VCT put in £3.7m, alongside NPIF II – Praetura Equity Finance (part of the Northern Powerhouse Investment Fund II) and a Silicon Valley investor. [Round 6, 30 Oct 2026] customers: Storage software used in Scan's DGX B200 cluster (2025-02) [Round 6, 30 Oct 2026] status (one source, shown as a note; status unchanged): Agreement to be acquired by NetApp (Nasdaq), price undisclosed, subject to regulatory approvals (2026-09-29) [Round 6, 30 Oct 2026] products: Metadata architecture and parallel file system so shared storage scales with GPU clusters (2026-09)",
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   },
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   },
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    },
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     "name": "Fred Ursell",
     "role": "director (head of investments, Pembroke Investment Managers)",
     "from": null,
     "source": "https://businesscloud.co.uk/news/manchesters-peak-aio-to-be-acquired-by-us-giant-netapp/",
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    }
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     "amount_gbp": 5000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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   ],
   "sectors": [
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    "data storage",
    "AI infrastructure"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "developer tools and coding agents",
   "function": "Manchester company making fast data-storage software for AI workloads.",
   "affiliation": "Software and tools",
   "sources": [
    "https://businesscloud.co.uk/live-blog/manchester-ai-software-platform-secures-5m-funding/",
    "https://www.scan.co.uk/info/presszone/scan/nvidia/dgx-ready",
    "https://businesscloud.co.uk/news/manchesters-peak-aio-to-be-acquired-by-us-giant-netapp/"
   ],
   "source_quotes": [
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     "quotes": [
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      "building ultra-fast storage systems for AI workloads\" (accessed 2026-10-29) (trade)"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.scan.co.uk/info/presszone/scan/nvidia/dgx-ready",
     "quotes": [
      "Scan becomes just one of eleven global NVIDIA partners to have the DGX MSP status."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://businesscloud.co.uk/news/manchesters-peak-aio-to-be-acquired-by-us-giant-netapp/",
     "quotes": [
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     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "software"
    }
   ],
   "div_label": "Software and tools",
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   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Pembroke VCT"
    },
    {
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    "BIZ-CLD-5001"
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  },
  {
   "id": "BIZ-SU-OTH-407",
   "name": "BidScript",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07-02",
   "status_detail": "Raised $800,000, taking pre-seed funding past $1m, reported on 2 July 2026.",
   "one_line": "Manchester start-up whose AI helps businesses find, write and submit bids for contracts.",
   "description": "BidScript is a Manchester AI tender platform that helps businesses find, qualify, write and submit bids for public and private contracts, focused on construction and engineering, IT and education. It was founded by Henry Brogan and Tyler McCarthy while they were at university. BusinessCloud (trade) reported on 2 July 2026 an $800,000 round with follow-on from PXN Equity Finance (NPIF II) and new investor SFC Capital, taking pre-seed funding past $1m.",
   "uk_status": "uk",
   "company": {
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   },
   "place": {
    "text": "Manchester (null)",
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    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [
    {
     "name": "Henry Brogan",
     "role": "co-founder",
     "from": null,
     "source": "https://businesscloud.co.uk/news/childhood-friends-raise-1m-for-manchester-startup-bidscript/"
    },
    {
     "name": "Tyler McCarthy",
     "role": "co-founder",
     "from": null,
     "source": "https://businesscloud.co.uk/news/childhood-friends-raise-1m-for-manchester-startup-bidscript/"
    }
   ],
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    {
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     "raw": "funding_round: 800000 USD 2026-07-02 — PXN Equity Finance (NPIF II) follow-on and SFC Capital",
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     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3376 per £ on 2026-07-02",
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   "function": "Manchester start-up whose AI helps businesses find, write and submit bids for contracts.",
   "affiliation": "Start-ups",
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   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/childhood-friends-raise-1m-for-manchester-startup-bidscript/",
     "quotes": [
      "Manchester-based AI startup BidScript\" (accessed 2026-10-29) (trade)"
     ],
     "accessed": null,
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
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    {
     "dept": "Companies",
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    }
   ],
   "div_label": "Start-ups",
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    {
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   ],
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  },
  {
   "id": "BIZ-SU-IND-401",
   "name": "MindTrace",
   "bucket": "co",
   "status": "active",
   "status_date": "2017-12-01",
   "status_detail": "Raised £1.3m on 1 December 2017; its position on 29 October 2026 was not checked.",
   "one_line": "Manchester start-up (2017) building AI that learns without supervision, starting with collision avoidance for vehicles.",
   "description": "MindTrace, in Manchester, was founded by Professor Michael Denham, Dr Kameliya Dimova and Professor Steve Furber to build AI systems that learn without supervision; its first planned product was a collision avoidance system for autonomous vehicles. On 1 December 2017 the Northern Powerhouse Investment Fund reported an initial £1.3m from Accelerated Digital Ventures and NPIF – Mercia Equity Finance, with Sir Hossein Yassaie as chair. No later source was opened.",
   "uk_status": "uk",
   "company": {
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   },
   "people": [
    {
     "name": "Michael Denham",
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     "source": "https://www.npif.co.uk/industry-defining-ai-start-secures-initial-1-3m-create-self-learning-machines/"
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    {
     "name": "Kameliya Dimova",
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    },
    {
     "name": "Steve Furber",
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    },
    {
     "name": "Hossein Yassaie",
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    }
   ],
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     "fx_rate": 1.0,
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     "txt": "£1.3m",
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   ],
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   "function": "Manchester start-up (2017) building AI that learns without supervision, starting with collision avoidance for vehicles.",
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    {
     "url": "https://www.npif.co.uk/industry-defining-ai-start-secures-initial-1-3m-create-self-learning-machines/",
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     ],
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     "amendment": false
    }
   ],
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    "Autonomous and agent systems"
   ],
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    {
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    }
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  },
  {
   "id": "BIZ-SU-HLT-507",
   "name": "AI Sight",
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   "status_detail": "Spun out of the University of Liverpool in 2022; Companies House search lists AI Sight Limited, incorporated 22 September 2022, with no dissolution shown (company page would not open).",
   "one_line": "An AI system for diabetic eye screening, developed from University of Liverpool eye research.",
   "description": "AI Sight was set up to commercialise an AI system for diabetic eye screening conceived by academics in the University of Liverpool's Department of Eye and Vision Science. The university says it spun out in 2022. Its published leadership includes Dr Steven Powell (chief executive), Professor Simon Harding (chief medical officer) and Professor David Wong (chief scientific officer). Companies House gives a registered office at the Innovation Centre, Sci-Tech Daresbury.",
   "uk_status": "uk",
   "company": {
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   },
   "place": {
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    },
    {
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    },
    {
     "name": "David Wong",
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     "source": null
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   ],
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   "dsit_domains": [
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   ],
   "sectors": [
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    "ophthalmology",
    "screening"
   ],
   "confidence": "single_source",
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   "applied": null,
   "held": [],
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   "type": "Companies",
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   "function": "An AI system for diabetic eye screening, developed from University of Liverpool eye research.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.liverpool.ac.uk/collaborate/enterprise/spin-out-companies/ai-sight/",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=AI-Sight"
   ],
   "source_quotes": [
    {
     "url": "https://www.liverpool.ac.uk/collaborate/enterprise/spin-out-companies/ai-sight/",
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    },
    {
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     ],
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   ],
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  },
  {
   "id": "BIZ-SU-IND-505",
   "name": "Robotiz3d",
   "bucket": "co",
   "status": "renamed",
   "status_date": "2025-08-21",
   "status_detail": "The original Robotiz3d Limited (incorporated 2 July 2020) was renamed Alpha Subco Limited on 21 August 2025; Robotiz3d Technology Ltd (incorporated 16 September 2024) and Exa Robotic Systems Ltd (formerly Robotiz3d Holdings Limited) sit at the same Daresbury address. Which company now trades was not established.",
   "one_line": "Autonomous road robots that find potholes and cracks and repair them without a road crew.",
   "description": "Robotiz3d is a University of Liverpool spin-out, founded by a team from the School of Engineering with a2e Industries as partner and investor. It builds autonomous robotic platforms that detect road damage and carry out repairs. The university says it spun out in 2020. The UK Government AI Universe lists it as a supplier to local government (GOV-LOC-OUT-015). Companies House shows a group restructuring in 2023–2025 (see status_detail).",
   "uk_status": "uk",
   "company": {
    "ch_number": "12715295",
    "registered_office": "The Innovation Centre Sci-Tech Daresbury, Keckwick Lane, Daresbury, England, WA4 4FS",
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   "function": "Autonomous road robots that find potholes and cracks and repair them without a road crew.",
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   ],
   "source_quotes": [
    {
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    },
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    },
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     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=Robotiz3d",
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     "trade": false,
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   ],
   "website": [],
   "colleges": [],
   "topics": [
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   ],
   "div_label": "Start-ups",
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   "status_group": "renamed",
   "ext_links": [
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     "href": "https://hazy-wreath-hez6.here.now/liverpool/",
     "page_label": "UK Universities AI Universe (new tab)"
    },
    {
     "kind": "supplies_government",
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   "id": "BIZ-SU-OTH-502",
   "name": "SenseAI Vision",
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   "status_detail": "On 8 September 2025 the University of Liverpool announced the company's first seed investment, led by the Ventures team at Foresight Group (amount not stated). Companies House shows SENSEAI VISION LIMITED as Active (checked 31 Oct 2026).",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14814901",
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   },
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   "people": [
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     "source": "https://news.liverpool.ac.uk/2025/09/08/senseai-vision-ltd-secures-first-seed-investment/"
    },
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     "gbp_txt": ""
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   ],
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   "dsit_domains": [
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   ],
   "confidence": "verified",
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   "applied": null,
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   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "Image-processing software that builds sharp electron-microscope images from far fewer measurements.",
   "affiliation": "Start-ups",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/14814901"
   ],
   "source_quotes": [
    {
     "url": "https://news.liverpool.ac.uk/2025/09/08/senseai-vision-ltd-secures-first-seed-investment/",
     "quotes": [
      "University of Liverpool spin-out SenseAI Vision Ltd, which is developing compressive sensing image processing",
      "was led by the Ventures team at Foresight Group"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14814901",
     "quotes": [
      "SENSEAI VISION LIMITED",
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     ],
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     "trade": false,
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   ],
   "website": [],
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   "depts": [
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    {
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     "href": "https://hazy-wreath-hez6.here.now/liverpool/",
     "page_label": "UK Universities AI Universe (new tab)"
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   ],
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    {
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   "status_detail": "Companies House lists Beebot AI Ltd as active (formerly Future Now AI Ltd, renamed 16 September 2021).",
   "one_line": "Salford company selling conversational-AI and automation platforms that let council residents serve themselves.",
   "description": "Beebot AI sells an intelligent-automation platform combining conversational AI, robotic process automation and analytics. On the government's G-Cloud 14 framework it lists an AI-enabled platform for local-authority children's and adult services, including family hubs and family information directories, aimed at cutting council call-centre costs through self-service. The UK Government AI Universe records it as a supplier to the Liverpool City Region Combined Authority (GOV-LOC-LCRCA-007).",
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    "registered_office": "Alex House, Chapel Street, Salford, Manchester, United Kingdom, M3 5JZ",
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    ],
    "ch_status_r6": "Active"
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   "category": "local government",
   "function": "Salford company selling conversational-AI and automation platforms that let council residents serve themselves.",
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    "https://find-and-update.company-information.service.gov.uk/company/11702852"
   ],
   "source_quotes": [
    {
     "url": "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/supplier/721947",
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      "Beebot AI’s Intelligent Automation Platform combines various technologies such as engaging interfaces, Conversational AI"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/services/439976182150257",
     "quotes": [
      "Intelligent Automation AI enabled Platform for local authority Children and Adult Services",
      "Reduce council call centre costs through citizens' self-service support."
     ],
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11702852",
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     ],
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    }
   ],
   "website": [],
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     "href": "../../../government/local/liverpool-city-region/#org=GOV-LOC-LCRCA-007",
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    }
   ],
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  },
  {
   "id": "BIZ-SU-HLT-603",
   "name": "Biorelate",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Biorelate Limited as active, registered at Manchester Science Park (checked 29 October 2026).",
   "one_line": "Manchester company whose Galactic AI platform reads biomedical literature and data to help drug developers.",
   "description": "Biorelate's Galactic AI platform uses natural language processing and machine learning to gather billions of biomedical data points for drug developers. In November 2022 UKTN reported a £6.5m Series A from YFM, Maven, Triple Point Ventures, the Northern Powerhouse Investment Fund and Manchester Tech Trust angels, and named Dan Jamieson as founder and chief executive. Companies House lists Biorelate Limited, incorporated on 16 June 2014, as active, with Daniel Jamieson a director since incorporation.",
   "uk_status": "uk",
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    "ch_number": "09087514",
    "registered_office": "Unit 9 Williams House Lloyd Street North, Manchester Science Park, Manchester, England, M15 6SE",
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    "ch_note": null
   },
   "place": {
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    "lng": -2.236012,
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   },
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     "source": "https://find-and-update.company-information.service.gov.uk/company/09087514/officers"
    }
   ],
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     "amount": 6500000,
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     "fx_rate": 1.0,
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     "txt": "£6.5m",
     "gbp_txt": ""
    }
   ],
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   "sectors": [
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   "applied": null,
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   "function": "Manchester company whose Galactic AI platform reads biomedical literature and data to help drug developers.",
   "affiliation": "Start-ups",
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   ],
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    {
     "url": "https://www.uktech.news/medtech/biorelate-series-a-20221129",
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     ],
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     "amendment": false
    },
    {
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     "quotes": [
      "BIORELATE LIMITED\" \"Unit 9 Williams House Lloyd Street North, Manchester Science Park, Manchester, England, M15 6SE\" \"Active\" \"16 June 2014"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09087514/officers",
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      "JAMIESON, Daniel\" \"Director\" \"16 June 2014"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester (M15 6SE)",
   "status_group": "active",
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   "label_links": [
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  },
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   "id": "BIZ-SU-FIN-603",
   "name": "HACE",
   "bucket": "co",
   "status": "active",
   "status_date": "2024-02-28",
   "status_detail": "Latest position found is a £450,000 pre-seed round reported on 28 February 2024; no Companies House entry could be tied to it.",
   "one_line": "Manchester start-up whose AI index flags listed companies exposed to child labour in their supply chains.",
   "description": "HACE has built an AI-powered index that gathers data from listed companies in real time to flag exposure to child labour in their supply chains. In February 2024 UKTN reported a £450,000 pre-seed round led by Manchester Angels, with GC Angels, Ada Ventures and Found Capital, and named Eleanor Harry as founder and chief executive. A Companies House search for \"hace\" returned no company that could be tied to it (HACE Investments Limited, Manchester, has other directors).",
   "uk_status": "uk",
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     "txt": "£450,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
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   ],
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    {
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     "quotes": [
      "HACE has built an AI-powered index that gathers data from listed firms in real time.",
      "£450,000 in pre-seed funding"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation",
    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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     "name": "Manchester Angels"
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     "name": "Ada Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-611",
   "name": "Imperagen",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a £5m seed round for AI-driven enzyme engineering, per tech.eu's recap of 25 May 2026; Companies House lists Imperagen Limited as active. Companies House shows IMPERAGEN LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Manchester company using AI to engineer enzymes for industrial use.",
   "description": "tech.eu's weekly recap of 25 May 2026 listed \"UK: Imperagen raises £5M seed round to accelerate AI-driven enzyme engineering\", without naming investors or a city. Companies House lists Imperagen Limited, incorporated on 23 November 2021, as active, registered at Manchester Science Park with a biotechnology research SIC code. The match rests on the unique name. [Round 4, 30 Oct 2026] LABS: Closed-loop enzyme engineering: quantum simulations train AI models, robots test top predictions, results feed back into the models. [Labs Round 7, 30 Oct 2026] rounds: £5m seed (2026-05-21) led by PXN Ventures with existing IQ Capital and Northern Gritstone [Labs Round 7, 30 Oct 2026] models_released: Quantum-physics simulation of millions of mutation combinations trains problem-specific AI models; robots test top predictions in a closed loop; founded 2021 by Manchester Institute of Biotechnology researchers; chief executive Guy Levy-Yurista [Labs Round 7, 30 Oct 2026] key_results: Reports productivity gains of 677x and 572x for two enzymes over five rounds; unnamed Fortune 500 personal-care company is a project partner; new chief executive Guy Levy-Yurista joined with the 2026 round [Labs Round 8, 31 Oct 2026] founded: 2021, by researchers from the Manchester Institute of Biotechnology [Labs Round 8, 31 Oct 2026] what_it_does: Closed loop: quantum-physics simulation of millions of mutations trains problem-specific AI models; robots test top predictions; results fed back [Labs Round 8, 31 Oct 2026] chief_executive: Guy Levy-Yurista — CEO",
   "uk_status": "uk",
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    "registered_office": "Unit 11, Williams House Lloyd Street North, Manchester Science Park, Manchester, England, M15 6SE",
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   },
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    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
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     "role": "CEO",
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    },
    {
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     "role": "chief executive",
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     "source": "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
     "round4": true
    },
    {
     "name": "Guy Levy-Yurista",
     "role": "CEO",
     "from": "as of 2026-05-21",
     "source": "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
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    }
   ],
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     "fx_rate": 1.0,
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     "txt": "£5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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   ],
   "sectors": [
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    "enzymes"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
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   "same_as": null,
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   "type": "Companies",
   "category": "industry",
   "function": "Manchester company using AI to engineer enzymes for industrial use.",
   "affiliation": "Start-ups",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/13761050",
    "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
    "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-primer-to-tympahealth-20260522"
   ],
   "source_quotes": [
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     "quotes": [
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     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13761050",
     "quotes": [
      "IMPERAGEN LIMITED\" \"Active\" \"23 November 2021\" \"72110 - Research and experimental development on biotechnology"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
     "quotes": [
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     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
     "quotes": [
      "has closed a £5m seed funding round."
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     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-primer-to-tympahealth-20260522",
     "quotes": [
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     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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   "one_source": false,
   "confidence_raw": "verified",
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     "div": "startups"
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   "div_label": "Start-ups",
   "location": "Manchester (M15 6SE)",
   "status_group": "active",
   "ext_links": [
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    },
    {
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    },
    {
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    {
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    }
   ],
   "label_links": [
    {
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     "name": "Manchester Institute of Biotechnology (founders)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-FIN-607",
   "name": "Plus Group",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07-28",
   "status_detail": "Tavistock Investments Plc agreed to acquire 87.9% of the company for up to £16m, reported 28 July 2026; completion and the Companies House entry were not confirmed.",
   "one_line": "Liverpool firm that builds AI agents for financial advice businesses; agreed to be bought by Tavistock Investments.",
   "description": "Plus Group is a Liverpool firm that creates AI agents for financial advisory firms. On 28 July 2026 BusinessCloud reported that Tavistock Investments Plc is to acquire 87.9% of it in a deal with a headline value of £16m: £900,000 in cash upfront, £3.6m over 18 months and up to £11.5m deferred over four years subject to performance. No founder or chief executive is named, and a Companies House search for \"plus group\" returned no Liverpool company. Tavistock's own stock-exchange announcement was not opened.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Tavistock Investments Plc (87.9%, agreed 2026-07)",
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "Liverpool (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: North West"
   },
   "people": [],
   "money": [
    {
     "kind": "acquisition_price",
     "amount": 16000000,
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     "date": "2026-07-28",
     "detail": "headline value for 87.9% (900000 GBP upfront; 3600000 GBP over 18 months; up to 11500000 GBP deferred)",
     "raw": "acquisition_price: 16000000 GBP 2026-07-28 — headline value for 87.9% (900000 GBP upfront; 3600000 GBP over 18 months; up to 11500000 GBP deferred)",
     "amount_gbp": 16000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£16m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "financial advice"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
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   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "finance",
   "function": "Liverpool firm that builds AI agents for financial advice businesses; agreed to be bought by Tavistock Investments.",
   "affiliation": "Start-ups",
   "sources": [
    "https://businesscloud.co.uk/live-blog/16m-takeover-deal-for-liverpool-firm-behind-ai-agents/"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/live-blog/16m-takeover-deal-for-liverpool-firm-behind-ai-agents/",
     "quotes": [
      "A £16 million takeover deal has been agreed",
      "which creates AI agents for financial advisory firms"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
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   "status_group": "active",
   "ext_links": [],
   "label_links": [
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   ],
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  },
  {
   "id": "BIZ-SU-IND-614",
   "name": "ScrubMarine",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised US$1m from PXN Ventures, SFC Capital and angels, reported 24 December 2025; Companies House lists ScrubMarine Limited as active. Companies House shows SCRUBMARINE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Robots that inspect and clean ships' hulls and other underwater structures on their own, replacing divers.",
   "description": "ScrubMarine is a British deep-tech firm developing autonomous robotic systems for maritime inspection and maintenance, to replace manual and often dangerous work. In December 2025 UKTN reported US$1m from PXN Ventures, SFC Capital and angels, said it is based between Edinburgh and the Lake District, and quoted co-founder Rohith Devanathan. The article stresses autonomy but does not mention AI. Companies House lists ScrubMarine Limited, incorporated on 28 November 2023 in Whitehaven, Cumbria, as active, with Rohith Devanathan a director since 2 October 2024. [Round 4, 30 Oct 2026] investor: SFC Capital portfolio company (listed as Scrubmarine)",
   "uk_status": "uk",
   "company": {
    "ch_number": "15312999",
    "registered_office": "Unit 13c Sneckyeat Industrial Estate, Whitehaven, Cumbria, England, CA28 8PF",
    "incorporated": "2023-11-28",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15312999",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15312999",
    "ch_note": null
   },
   "place": {
    "text": "Whitehaven, Cumbria (CA28 8PF)",
    "postcode": "CA28 8PF",
    "lat": 54.531466,
    "lng": -3.560798,
    "region": "England: North West",
    "admin_district": "Cumberland",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Rohith Devanathan",
     "role": "co-founder; director from 2024-10-02",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/15312999/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1000000,
     "currency": "USD",
     "date": "2025-12-24",
     "detail": "PXN Ventures, SFC Capital, angels (single source)",
     "raw": "funding_round: 1000000 USD 2025-12-24 — PXN Ventures, SFC Capital, angels (single source)",
     "amount_gbp": 740357,
     "fx_rate": 1.3507,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3507 per £ on 2025-12-24",
     "fx_date": "2025-12-24",
     "fx_note": "",
     "txt": "US$1m",
     "gbp_txt": "£740,357"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "maritime",
    "subsea inspection"
   ],
   "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": "Robots that inspect and clean ships' hulls and other underwater structures on their own, replacing divers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/deep-tech/scrubmarine-robotics-funding-20251224",
    "https://find-and-update.company-information.service.gov.uk/company/15312999",
    "https://find-and-update.company-information.service.gov.uk/company/15312999/officers",
    "https://portal.sfccapital.com/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/deep-tech/scrubmarine-robotics-funding-20251224",
     "quotes": [
      "a British deep tech firm developing autonomous robotic systems for maritime inspections and maintenance",
      "has raised $1m (£740,000)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15312999",
     "quotes": [
      "SCRUBMARINE LIMITED\" \"Active\" \"28 November 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15312999/officers",
     "quotes": [
      "DEVANATHAN, Rohith\" \"Role Active\" \"Director\" \"2 October 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://portal.sfccapital.com/",
     "quotes": [
      "From steel to seafloor – building robotic systems that clean, inspect & maintain"
     ],
     "accessed": "2026-10-30",
     "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": "Whitehaven, Cumbria (CA28 8PF)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-616",
   "name": "SurrealDB",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Extended its Series A with US$23m, reported 17 February 2026; Companies House lists SurrealDB Ltd as active. Companies House shows SURREALDB LTD as Active (checked 31 Oct 2026).",
   "one_line": "Database software that stores tables, graphs, vectors and other data in one system, built for AI applications.",
   "description": "SurrealDB is what UKTN calls a multi-model AI-native database company; its SurrealDB 3.0 release combines relational, graph, vector and key-value data with real-time features in one product. On 17 February 2026 UKTN reported a US$23m extension of its Series A from Chalfen Ventures and Begin Capital, with existing investors FirstMark and Georgian, and named Tobie Morgan Hitchcock as chief executive; the article gives no location. Companies House lists SurrealDB Ltd, incorporated on 10 September 2021 in Altrincham, Cheshire, as active, with Tobie Marcus John Morgan Hitchcock a director since incorporation. [Round 6, 30 Oct 2026] funding_history: Initial Series A £14.8m (2024); Series A extension $23m / £17m with new investors Chalfen Ventures and Begin Capital, existing FirstMark and Georgian (2026-02) [Round 6, 30 Oct 2026] ceo: Tobie Morgan Hitchcock — chief executive (2026-02) [Round 6, 30 Oct 2026] key_facts: Series A totals $38m after $23m extension; $44m raised in total; 2.3 million downloads, 31,000 GitHub stars, 1,000+ forks (2026-02); trading address Oxford Street, London; registered address Altrincham, Cheshire [Round 6 profile, 30 Oct 2026] founded: 2022 (UKTN roundup, 2026-02-20); hq: London (England: London) — UKTN roundup 2026-02-20; what it does: A database that holds many kinds of data in one system — tables, documents, graphs, time series, vectors for AI search, maps and key-value pairs — with real-time updates.; status now: Active; extended its Series A in February 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "13615201",
    "registered_office": "3rd Floor 1 Ashley Road, Altrincham, Cheshire, United Kingdom, WA14 2DT",
    "incorporated": "2021-09-10",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13615201",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13615201",
    "ch_note": null,
    "legal_name": "SURREALDB LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "Altrincham (registered office) (WA14 2DT)",
    "postcode": "WA14 2DT",
    "lat": 53.384157,
    "lng": -2.35191,
    "region": "England: North West",
    "admin_district": "Trafford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Tobie Morgan Hitchcock",
     "role": "chief executive; director from 2021-09-10",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13615201/officers"
    },
    {
     "name": "Tobie Morgan Hitchcock",
     "role": "Chief executive",
     "from": "2026-02",
     "source": "https://www.uktech.news/ai/surrealdb-extends-series-a-20260217",
     "round4": true
    },
    {
     "name": "Tobie Morgan Hitchcock",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://surrealdb.com/blog/surrealdb-raises-23m-series-a-extension-to-power-the-ai-native-database-era",
     "round4": true
    },
    {
     "name": "Tobie Morgan Hitchcock",
     "role": "Chief executive",
     "from": "null (in post 2026-02)",
     "source": "https://www.uktech.news/ai/surrealdb-extends-series-a-20260217",
     "round4": true
    },
    {
     "name": "Mike Chalfen",
     "role": "Director (founder, Chalfen Ventures)",
     "from": "2026-02",
     "source": "https://www.uktech.news/ai/surrealdb-extends-series-a-20260217",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 23000000,
     "currency": "USD",
     "date": "2026-02-17",
     "detail": "Series A extension (Chalfen Ventures, Begin Capital) (single source)",
     "raw": "funding_round: 23000000 USD 2026-02-17 — Series A extension (Chalfen Ventures, Begin Capital) (single source)",
     "amount_gbp": 17033252,
     "fx_rate": 1.3503,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3503 per £ on 2026-02-17",
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     "txt": "US$23m",
     "gbp_txt": "£17m"
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   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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   ],
   "sectors": [
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    "databases",
    "developer tools"
   ],
   "confidence": "verified",
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   "as_of": "2026-10-29",
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   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "data platforms and data engineering",
   "function": "Database software that stores tables, graphs, vectors and other data in one system, built for AI applications.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/13615201",
    "https://find-and-update.company-information.service.gov.uk/company/13615201/officers",
    "https://surrealdb.com/blog/surrealdb-raises-23m-series-a-extension-to-power-the-ai-native-database-era",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-fyld-to-nul-20260220"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/surrealdb-extends-series-a-20260217",
     "quotes": [
      "a multi-model AI-native database company",
      "has secured a new investment of $23m (£17m)"
     ],
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13615201",
     "quotes": [
      "SURREALDB LTD\" \"Active\" \"10 September 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13615201/officers",
     "quotes": [
      "MORGAN HITCHCOCK, Tobie Marcus John\" Director, Active, appointed 10 September 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
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    },
    {
     "url": "https://surrealdb.com/blog/surrealdb-raises-23m-series-a-extension-to-power-the-ai-native-database-era",
     "quotes": [
      "SurrealDB has secured an additional $23 million in Series A funding."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-fyld-to-nul-20260220",
     "quotes": [
      "(trade) — SurrealDB \"£17m\", \"Series A extension\", HQ London"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "div": "software"
    }
   ],
   "div_label": "Software and tools",
   "location": "Altrincham (registered office) (WA14 2DT)",
   "status_group": "active",
   "ext_links": [
    {
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     "page_label": "Investors"
    },
    {
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     "name": "Georgian",
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     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Chalfen Ventures"
    },
    {
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    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-OTH-716",
   "name": "Arcube",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Arcube Limited, an Isle of Man company, with an active UK establishment in Manchester opened on 26 March 2024.",
   "one_line": "AI platform that helps airlines sell more add-ons and build customer loyalty.",
   "description": "Manchester-headquartered company founded by University of Manchester graduates Prithveesh Reddy and Harvey Lowe. Its platform uses artificial intelligence to boost loyalty and ancillary revenue for airlines. UKTN reported a £1.2 million seed round in January 2025 from Fuel Ventures and Oxford Capital Partners. Companies House records Arcube Limited as an overseas company incorporated in the Isle of Man (registration 135098C), with a UK establishment at the Renold Building, Manchester, since March 2024. The Isle of Man is outside the UK; the record is kept because UKTN gives Manchester as the headquarters.",
   "uk_status": "uk",
   "company": {
    "ch_number": "FC041571",
    "registered_office": "Angel Falls, Strang Road, Union Mills, Isle of Man (overseas); UK establishment Renold Building 81 Sackville Street Manchester, M1 3NJ",
    "incorporated": null,
    "legal_form": "overseas company (Isle of Man private limited)",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "FC041571",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/FC041571",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M1 3NJ; lat/lng null)",
    "postcode": "M1 3NJ",
    "lat": 53.47486,
    "lng": -2.235143,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Prithveesh Reddy",
     "role": "co-founder (2025)",
     "from": null,
     "source": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-synthesia-to-oh-20250117"
    },
    {
     "name": "Harvey Lowe",
     "role": "co-founder (2025)",
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     "source": null
    }
   ],
   "money": [
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     "kind": "funding_round",
     "amount": 1200000,
     "currency": "GBP",
     "date": "2025-01-17",
     "detail": "seed from Fuel Ventures and Oxford Capital Partners (single source)",
     "raw": "funding_round: 1200000 GBP 2025-01-17 — seed from Fuel Ventures and Oxford Capital Partners (single source)",
     "amount_gbp": 1200000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
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     "txt": "£1.2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "aviation",
    "travel retail"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "AI platform that helps airlines sell more add-ons and build customer loyalty.",
   "affiliation": "Start-ups",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/FC041571"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-synthesia-to-oh-20250117",
     "quotes": [
      "the Arcube platform leverages artificial intelligence to boost loyalty and ancillary revenue for airlines."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/FC041571",
     "quotes": [
      "ARCUBE LIMITED",
      "Active",
      "Overseas company",
      "ISLE OF MAN",
      "First UK establishment opened 26 March 2024"
     ],
     "accessed": "2026-10-29",
     "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": "Manchester (M1 3NJ; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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    },
    {
     "kind": "funded_by",
     "name": "Oxford Capital Partners"
    },
    {
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     "name": "University of Manchester"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-OTH-717",
   "name": "BidScript",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows BidScript Ltd active on 29 October 2026.",
   "one_line": "AI software that helps businesses find, qualify, write and submit tenders.",
   "description": "Manchester-based AI tender-management start-up launched by Henry Brogan and Tyler McCarthy while at university. It helps businesses find, qualify, manage, write and submit bids. BusinessCloud reported in July 2026 that it raised $800,000, taking total pre-seed funding past $1 million, with follow-on money from PXN Equity Finance (Northern Powerhouse Investment Fund II) and new investment from SFC Capital. Companies House shows BidScript Ltd, incorporated April 2024, active, with both founders as directors.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15669402",
    "registered_office": "Regus - Altrincham, 249 North Lynnfield House, Church Street, Altrincham, Cheshire, England, WA14 4DZ",
    "incorporated": "2024-04-22",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15669402",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15669402",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (as published; registered office Altrincham WA14 4DZ; lat/lng null)",
    "postcode": "WA14 4DZ",
    "lat": 53.392176,
    "lng": -2.351391,
    "region": "England: North West",
    "admin_district": "Trafford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Henry Brogan",
     "role": "co-founder; director since 2024-04-22",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/15669402/officers"
    },
    {
     "name": "Tyler McCarthy",
     "role": "co-founder; director since 2024-04-22",
     "from": "same source",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 800000,
     "currency": "USD",
     "date": "2026-07-02",
     "detail": "pre-seed extension with PXN Equity Finance and SFC Capital (single source)",
     "raw": "funding_round: 800000 USD 2026-07-02 — pre-seed extension with PXN Equity Finance and SFC Capital (single source)",
     "amount_gbp": 598086,
     "fx_rate": 1.3376,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3376 per £ on 2026-07-02",
     "fx_date": "2026-07-02",
     "fx_note": "",
     "txt": "US$800,000",
     "gbp_txt": "£598,086"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications"
   ],
   "sectors": [
    "procurement",
    "bid writing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "AI software that helps businesses find, qualify, write and submit tenders.",
   "affiliation": "Start-ups",
   "sources": [
    "https://businesscloud.co.uk/news/childhood-friends-raise-1m-for-manchester-startup-bidscript/",
    "https://find-and-update.company-information.service.gov.uk/company/15669402",
    "https://find-and-update.company-information.service.gov.uk/company/15669402/officers"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/childhood-friends-raise-1m-for-manchester-startup-bidscript/",
     "quotes": [
      "Manchester-based AI startup BidScript",
      "has raised $800,000 in its latest funding round"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15669402",
     "quotes": [
      "BIDSCRIPT LTD",
      "Active",
      "Incorporated on 22 April 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15669402/officers",
     "quotes": [
      "BROGAN, Henry Morgan Thomas",
      "MCCARTHY, Tyler Benedict",
      "22 April 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester (as published; registered office Altrincham WA14 4DZ; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Northern Powerhouse Investment Fund II"
    },
    {
     "kind": "funded_by",
     "name": "SFC Capital"
    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-OTH-407"
   ]
  },
  {
   "id": "BIZ-SU-OTH-720",
   "name": "Fireflai",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Fireflai Group Limited active on 29 October 2026; co-founder Craig Sumner resigned as a director on 2 July 2026, and a subsidiary-named Fireflai Limited was dissolved on 24 December 2024.",
   "one_line": "AI software that cleans up and organises messy product data for retailers and suppliers.",
   "description": "Manchester software company that uses AI to fix chaotic and fragmented product data. BusinessCloud reported a £415,000 pre-seed investment from DSW Ventures in March 2025, naming Tom Gardner (chief executive) and Craig Sumner as founders. Companies House shows Fireflai Group Limited, incorporated July 2023 in Manchester, active, with Gardner a director since incorporation; Sumner was a director from June 2024 to July 2026. A separate Fireflai Limited (15012520) was dissolved in December 2024.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15012518",
    "registered_office": "82 King Street, Manchester, Greater Manchester, England, M2 4WQ",
    "incorporated": "2023-07-19",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15012518",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15012518",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M2 4WQ; lat/lng null)",
    "postcode": "M2 4WQ",
    "lat": 53.480793,
    "lng": -2.243719,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Tom Gardner",
     "role": "co-founder and chief executive (2025); director since 2023-07-19",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/15012518/officers"
    },
    {
     "name": "Craig Sumner",
     "role": "co-founder; director 2024-06-11 to 2026-07-02",
     "from": "same source",
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 415000,
     "currency": "GBP",
     "date": "2025-03-31",
     "detail": "pre-seed from DSW Ventures (single source)",
     "raw": "funding_round: 415000 GBP 2025-03-31 — pre-seed from DSW Ventures (single source)",
     "amount_gbp": 415000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£415,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "retail",
    "product data management"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "other",
   "function": "AI software that cleans up and organises messy product data for retailers and suppliers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://businesscloud.co.uk/news/ai-startup-raises-415k-from-dsw-ventures/",
    "https://find-and-update.company-information.service.gov.uk/company/15012518",
    "https://find-and-update.company-information.service.gov.uk/company/15012518/officers"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/ai-startup-raises-415k-from-dsw-ventures/",
     "quotes": [
      "Manchester-based SaaS platform Fireflai has secured a £415,000 pre-seed investment from DSW Ventures.",
      "uses advanced AI to fix the problem of chaotic and fragmented product data"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15012518",
     "quotes": [
      "FIREFLAI GROUP LIMITED",
      "Active",
      "Incorporated on 19 July 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15012518/officers",
     "quotes": [
      "GARDNER, Thomas James",
      "19 July 2023",
      "SUMNER, Craig Graham William",
      "Resigned",
      "2 July 2026"
     ],
     "accessed": "2026-10-29",
     "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": "Manchester (M2 4WQ; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "DSW Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-707",
   "name": "Fotenix",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Fotenix Limited active on 29 October 2026.",
   "one_line": "Imaging and AI that diagnose crop health and disease for growers.",
   "description": "University of Manchester spin-out founded by Dr Charles Veys that provides AI-powered crop diagnostics. BusinessCloud's list of the top 100 deals of 2025 recorded £2.1 million of new funding in April 2025; investors were not named. Companies House shows Fotenix Limited, incorporated May 2018, active, with a Salford registered office and Veys as a director since incorporation.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11346942",
    "registered_office": "31 Leslie Hough Way, Salford, England, M6 6AJ",
    "incorporated": "2018-05-04",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11346942",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11346942",
    "ch_note": null
   },
   "place": {
    "text": "Salford (M6 6AJ; lat/lng null)",
    "postcode": "M6 6AJ",
    "lat": 53.491793,
    "lng": -2.273807,
    "region": "England: North West",
    "admin_district": "Salford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Charles Veys",
     "role": "founder; director since 2018-05-04",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11346942/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2100000,
     "currency": "GBP",
     "date": "2025-04",
     "detail": "new funding listed in BusinessCloud's top 100 deals of 2025 (single source)",
     "raw": "funding_round: 2100000 GBP 2025-04 — new funding listed in BusinessCloud's top 100 deals of 2025 (single source)",
     "amount_gbp": 2100000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2.1m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "agriculture",
    "crop health"
   ],
   "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": "Imaging and AI that diagnose crop health and disease for growers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://businesscloud.co.uk/news/businessclouds-top-100-deals-of-2025/",
    "https://find-and-update.company-information.service.gov.uk/company/11346942",
    "https://find-and-update.company-information.service.gov.uk/company/11346942/officers"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/businessclouds-top-100-deals-of-2025/",
     "quotes": [
      "AI-powered crop diagnostics company Fotenix secured £2.1m in new funding",
      "The University of Manchester spinout was founded by Dr Charles Veys."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11346942",
     "quotes": [
      "FOTENIX LIMITED",
      "Active",
      "Incorporated on 4 May 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11346942/officers",
     "quotes": [
      "VEYS, Charles Marcel Henry",
      "Director",
      "4 May 2018"
     ],
     "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": "Salford (M6 6AJ; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "University of Manchester"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-HLT-802",
   "name": "Re:course AI",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Recourse AI Ltd. active, with a confirmation statement dated 21 March 2026.",
   "one_line": "Training software in which AI avatars play patients, so healthcare staff can practise conversations and get feedback.",
   "description": "Re:course AI is a Manchester company founded by Dr Scott Martin (chief executive) and Dr Maksim Belousov (chief technology officer). Its virtual training platform uses AI-driven digital avatars to simulate healthcare training tasks. UKTN reported a $4.3m (£3.5m) seed round led by Par Equity in February 2023, with Northern Gritstone and Praetura's GMC Life Sciences Fund. The company was called AIPatient Ltd. until January 2021.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11269312",
    "registered_office": "8 Hewitt Street, Manchester, England, M15 4GB",
    "incorporated": "2018-03-22",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11269312",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11269312",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M15 4GB; null; null)",
    "postcode": "M15 4GB",
    "lat": 53.473768,
    "lng": -2.250625,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Dr Scott Martin",
     "role": "co-founder and chief executive; director since 2018-03-22",
     "from": null,
     "source": "https://www.uktech.news/medtech/recourse-ai-seed-20230202"
    },
    {
     "name": "Dr Maksim Belousov",
     "role": "co-founder and chief technology officer; director since 2020-01-09",
     "from": null,
     "source": "https://www.uktech.news/medtech/recourse-ai-seed-20230202"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4300000,
     "currency": "USD",
     "date": "2023-02",
     "detail": "seed led by Par Equity (reported as £3.5m)",
     "raw": "funding_round: 4300000 USD 2023-02 — seed led by Par Equity (reported as £3.5m)",
     "amount_gbp": 3488561,
     "fx_rate": 1.2326,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2326 per £ on 2023-02-01",
     "fx_date": "2023-02-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$4.3m",
     "gbp_txt": "£3.5m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications"
   ],
   "sectors": [
    "healthcare training"
   ],
   "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": "Training software in which AI avatars play patients, so healthcare staff can practise conversations and get feedback.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/medtech/recourse-ai-seed-20230202",
    "https://find-and-update.company-information.service.gov.uk/company/11269312",
    "https://find-and-update.company-information.service.gov.uk/company/11269312/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/medtech/recourse-ai-seed-20230202",
     "quotes": [
      "Manchester-based Re:course AI",
      "Founded by Dr Scott Martin, CEO, and Dr Maksim Belousov, CTO."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11269312",
     "quotes": [
      "RECOURSE AI LTD.",
      "Active",
      "Incorporated on 22 March 2018",
      "AIPATIENT LTD."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11269312/officers",
     "quotes": [
      "MARTIN, Scott",
      "Director",
      "22 March 2018",
      "BELOUSOV, Maksim",
      "9 January 2020"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "Companies",
     "div": "startups"
    }
   ],
   "div_label": "Start-ups",
   "location": "Manchester (M15 4GB; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Par Equity"
    },
    {
     "kind": "funded_by",
     "name": "Praetura Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-805",
   "name": "AeroCloud",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows AeroCloud Systems Limited active, with a confirmation statement dated 16 January 2026.",
   "one_line": "Airport management software that uses AI to track flights, forecast passenger numbers and allocate gates.",
   "description": "AeroCloud was founded in 2019 by George Richardson (chief executive) and Ian Forde-Smith (chief technology officer). It is headquartered in Macclesfield with offices in London and Florida. Its platform uses AI to track flights, forecast passenger numbers and organise airport gates. UKTN reported a $12.6m (£10.5m) Series A led by Stage 2 Capital in February 2023, with Triple Point, Praetura, Playfair and Haatch. Its registered office is in Stockport.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10568194",
    "registered_office": "Third Floor, Highbank House, 2275 Exchange Street, Stockport, England, SK3 0ET",
    "incorporated": "2017-01-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10568194",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10568194",
    "ch_note": null
   },
   "place": {
    "text": "Macclesfield (registered office Stockport SK3 0ET; null; null)",
    "postcode": "SK3 0ET",
    "lat": 53.4078,
    "lng": -2.163005,
    "region": "England: North West",
    "admin_district": "Stockport",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "George Richardson",
     "role": "co-founder and chief executive (as of 2023)",
     "from": null,
     "source": "https://www.uktech.news/ai/aerocloud-series-a-20230221"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 12600000,
     "currency": "USD",
     "date": "2023-02",
     "detail": "Series A led by Stage 2 Capital (reported as £10.5m)",
     "raw": "funding_round: 12600000 USD 2023-02 — Series A led by Stage 2 Capital (reported as £10.5m)",
     "amount_gbp": 10222294,
     "fx_rate": 1.2326,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2326 per £ on 2023-02-01",
     "fx_date": "2023-02-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$12.6m",
     "gbp_txt": "£10.2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "aviation",
    "airport operations"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
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   "held": [],
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