{
 "title": "UK BUSINESS AI UNIVERSE: Software and tools",
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     "raw": "funding_round: 20000000 USD 2022-09-15 — seed co-led by Amadeus Capital and Octopus Ventures (date of UKTN report; announcement date not confirmed this session)",
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      "London-based artificial intelligence startup Unlikely AI\" \"$20m (£17.4m)\" \"Octopus Ventures also co-led the investment"
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    }
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     "id": "BIZ-LAB-10012",
     "name": "UnlikelyAI neurosymbolic platform",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-10012",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Amadeus Capital Partners"
    },
    {
     "kind": "funded_by",
     "name": "Metaplanet"
    },
    {
     "kind": "member_of",
     "name": "Tech Nation Future Fifty 2025"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Labs"
  },
  {
   "id": "BIZ-SW-035",
   "name": "Doubleword",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-05-09",
   "status_detail": "UKTN's funding round-up of 9 May 2025 listed a £9m Series A for Doubleword with Dawn Capital, K5 Tokyo Black and angels; nothing later was verified.",
   "one_line": "London AI start-up; the lead says it makes software for running large language models, but no page opened in this session describes its product.",
   "description": "Doubleword is a London AI company. UKTN's weekly round-up of 9 May 2025 listed a £9m Series A, with Dawn Capital, K5 Tokyo Black and angels named as investors. The lead says it was formerly called TitanML; its own resources page (whose old address refers to a \"TitanML\" pre-seed round) returned \"Page Not Found\", so the rename is not confirmed. Companies House has no company named TitanML, and the search for \"Doubleword\" returned only an unrelated company (Doublewords Limited), so its UK entity is not confirmed. [Round 6, 30 Oct 2026] public compute: AIRR compute from the Sovereign AI Unit (2026-04-16); researching faster, cheaper token generation on Isambard-AI (2026-07); co-founder and CEO Meryem Arik [Round 6 profile, 30 Oct 2026] hq: London (England: London); what it does: null (UKTN description behind paywall); status now: Active per existing record.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 9000000,
     "currency": "GBP",
     "date": "2025-05-09",
     "detail": "Series A; Dawn Capital, K5 Tokyo Black and angels (single source)",
     "raw": "funding_round: 9000000 GBP 2025-05-09 — Series A; Dawn Capital, K5 Tokyo Black and angels (single source)",
     "amount_gbp": 9000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£9m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "AI model deployment and inference software (lead",
    "not verified)"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI model deployment and inference software (lead",
   "function": "London AI start-up; the lead says it makes software for running large language models, but no page opened in this session describes its product.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/funding/uk-tech-funding-roundup-juice-zeus-20250509",
    "https://find-and-update.company-information.service.gov.uk/search?q=TitanML",
    "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-juice-zeus-20250509",
     "quotes": [
      "Doubleword – £9m\" (Friday 9 May 2025; Series A; London; Dawn Capital, K5 Tokyo Black and angels)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=TitanML",
     "quotes": [
      "There are no results that match your search."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
     "quotes": [
      "with up to 1 million GPU hours available per startup\"; https://www.bristol.ac.uk/research/centres/bristol-supercomputing/articles/2026/stories-from-a-sovereign-ai-supercomputer-.html — \"Powering around 1000 projects from over 4000 users"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI model deployment and inference software (lead",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Dawn Capital"
    },
    {
     "kind": "funded_by",
     "name": "K5 Tokyo Black"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-036",
   "name": "Atla",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Its jobs page on 29 October 2026 describes it as a London start-up backed by Y Combinator and Creandum; no dated event was verified.",
   "one_line": "Trains AI models whose job is to check and score the answers of other AI models.",
   "description": "Atla describes itself as \"a London-based start-up training frontier AI evaluation models\", meaning models that judge the output of other AI systems. Its jobs page says it is backed by Y Combinator, Creandum and the founders of several US technology companies. The amount raised is not stated on the page opened. Companies House lists ATLA AI LTD (14986959, incorporated 7 July 2023, software development), but no page opened links that company to atla-ai.com, so the number is not recorded here. [Round 6, 30 Oct 2026] key_facts: Team size 10 (YC profile, 2026-10); YC Summer 2023; open-source LLM-judge models Selene and Selene Mini downloaded 60,000+ times; supports LangChain, CrewAI, OpenAI Agents [Round 6, 30 Oct 2026] founders: Maurice Burger — co-founder; Roman Engeler — co-founder and CTO",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "ch_note": "null [possible match 14986959 — unverified, check]",
    "companies_house_url": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Maurice Burger",
     "role": "co-founder",
     "from": "2023",
     "source": "https://www.ycombinator.com/companies/atla",
     "round4": true
    },
    {
     "name": "Roman Engeler",
     "role": "co-founder and CTO",
     "from": "2023",
     "source": "https://www.ycombinator.com/companies/atla",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance",
    "AI development and training"
   ],
   "sectors": [
    "evaluation, testing and observability",
    "AI evaluation",
    "developer tools"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "evaluation, testing and observability",
   "function": "Trains AI models whose job is to check and score the answers of other AI models.",
   "affiliation": "Software and tools",
   "sources": [
    "https://atla-ai.com/jobs/research-engineer",
    "https://find-and-update.company-information.service.gov.uk/company/14986959",
    "https://find-and-update.company-information.service.gov.uk/company/14986959/officers",
    "https://www.ycombinator.com/companies/atla"
   ],
   "source_quotes": [
    {
     "url": "https://atla-ai.com/jobs/research-engineer",
     "quotes": [
      "We are a London-based start-up training frontier AI evaluation models.",
      "We are backed by Y Combinator, Creandum, and the founders of Reddit, Cruise, Rappi, Instacart and more."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14986959",
     "quotes": [
      "ATLA AI LTD\" \"Active\" \"7 July 2023\" \"62012 - Business and domestic software development"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14986959/officers",
     "quotes": [
      "ENGELER, Roman\" Director, appointed \"1 August 2025",
      "BURGER, Maurice Olivier\" Director, resigned \"1 August 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.ycombinator.com/companies/atla",
     "quotes": [
      "Find and fix your agent's most critical failures in hours, not days."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "evaluation, testing and observability",
     "div": "evaluation-testing-and-observability"
    }
   ],
   "div_label": "Evaluation, testing and observability",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Y Combinator"
    },
    {
     "kind": "funded_by",
     "name": "Creandum"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "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": {
    "text": "Manchester (registered office Salford, M3 5GS)",
    "postcode": "M3 5GS",
    "lat": 53.481442,
    "lng": -2.256004,
    "region": "England: North West",
    "admin_district": "Salford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Matthew Scullion",
     "role": "CEO (as at February 2021)",
     "from": null,
     "source": "https://www.uktech.news/news/cloud-data-integration-manchester-matillion-funding-20210216"
    },
    {
     "name": "Girish Pancha",
     "role": "CEO",
     "from": "2026-08",
     "source": "https://www.matillion.com/news",
     "round4": true
    },
    {
     "name": "Tim O'Neil",
     "role": "Chief Revenue Officer",
     "from": "2026-03",
     "source": "https://www.matillion.com/news",
     "round4": true
    },
    {
     "name": "Matthew Scullion",
     "role": "co-founder and CEO (2018–2019)",
     "from": "2011",
     "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",
     "from": "2026-08-04",
     "source": "https://www.matillion.com/news",
     "round4": true
    },
    {
     "name": "Matthew Scullion",
     "role": "Co-founder; CEO until 2026",
     "from": "2011",
     "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,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£72.2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "AI implementation"
   ],
   "sectors": [
    "data platforms and data engineering",
    "data integration",
    "data pipelines"
   ],
   "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)"
     ],
     "accessed": "2026-10-29",
     "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)"
     ],
     "accessed": "2026-10-30",
     "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."
     ],
     "accessed": "2026-10-30",
     "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"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data platforms and data engineering",
     "div": "data-platforms-and-data-engineering"
    }
   ],
   "div_label": "Data platforms and data engineering",
   "location": "Manchester (registered office Salford, M3 5GS)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-021",
     "name": "Lightspeed Venture Partners",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-021",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Battery Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Sapphire Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Scale Venture Partners"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-038",
   "name": "Snowplow",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Snowplow Analytics Limited is active; a US company, Snowplow Technologies Inc, has had a UK branch at the same London address since 1 September 2022. No 2026 event was verified.",
   "one_line": "Makes software that collects and organises records of what customers do online, which companies use for analytics and to build data products.",
   "description": "Snowplow was founded in 2012 by Alexander Dean (chief executive) and Yali Sassoon. It sells event-data technology that tracks, checks and models customer data across platforms, used for marketing attribution, reporting and data products. UKTN reported a £4m Series A from MMC Ventures in November 2019, with customers including Strava, The Economist and Auto Trader. Companies House shows Snowplow Analytics Limited in London and a UK branch of Snowplow Technologies Inc (Massachusetts), opened 1 September 2022, which suggests the group is now held from the US. Its last UK accounts on the register are to 31 March 2023. Its AI positioning was not verified (snowplow.io refused). [Round 4, 30 Oct 2026] links: portfolio_of: MMC Ventures (sector \"Cloud & data infrastructure\") [Round 6, 30 Oct 2026] key_facts: more than 200 customers; over 10,000 organisations using Snowplow; total funding $55m (2022-06); founders Alex Dean and Yali Sassoon [Round 6 profile, 30 Oct 2026] founded: 2012 (UKTN); hq: null (UKTN 2019 does not state); what it does: Software for collecting detailed behavioural data from websites and apps (\"data creation\"), which companies feed into analytics and AI models.; usage or revenue as published: \"over 150 customers\" — 2019-11 — UKTN; open-source products deployed \"on over 600k websites, globally\" (MMC Ventures) — 2019-11 — UKTN; status now: Active per existing record; no 2025–2026 page opened this round.",
   "uk_status": "uk_incorporated_hq_abroad",
   "company": {
    "ch_number": "07852221",
    "registered_office": "3rd Floor 48-50 Scrutton Street, London, England, EC2A 4HH",
    "incorporated": "2011-11-18",
    "legal_form": "ltd",
    "owner_or_acquirer": "Snowplow Technologies Inc (Delaware, United States)",
    "headcount": null,
    "ch_number_clean": "07852221",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/07852221",
    "ch_note": null,
    "legal_name": "SNOWPLOW ANALYTICS LIMITED",
    "previous_names": [
     "ORDERLY LIMITED (2011–2012)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (EC2A 4HH)",
    "postcode": "EC2A 4HH",
    "lat": 51.523169,
    "lng": -0.081312,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Alexander Dean",
     "role": "Co-founder and CEO (as at November 2019)",
     "from": "2012",
     "source": "https://www.uktech.news/news/snowplow-analytics-announces-4m-series-a-funding-20191114"
    },
    {
     "name": "Yali Sassoon",
     "role": "Co-founder",
     "from": "2012",
     "source": null
    },
    {
     "name": "Alex Dean",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://snowplow.io/blog/snowplow-announces-series-b",
     "round4": true
    },
    {
     "name": "Yali Sassoon",
     "role": "co-founder and CTO",
     "from": null,
     "source": "https://snowplow.io/newsroom",
     "round4": true
    },
    {
     "name": "Todd Boes",
     "role": "Chief Product Officer",
     "from": "2024-11",
     "source": "https://snowplow.io/newsroom",
     "round4": true
    },
    {
     "name": "Brian Cohen",
     "role": "Chief Operating and Financial Officer",
     "from": "2023-11",
     "source": "https://snowplow.io/newsroom",
     "round4": true
    },
    {
     "name": "Alexander Dean",
     "role": "Co-founder and CEO",
     "from": "2012",
     "source": "https://www.uktech.news/news/snowplow-analytics-announces-4m-series-a-funding-20191114",
     "round4": true
    },
    {
     "name": "Yali Sassoon",
     "role": "Co-founder",
     "from": "2012",
     "source": "https://www.uktech.news/news/snowplow-analytics-announces-4m-series-a-funding-20191114",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4000000,
     "currency": "GBP",
     "date": "2019-11-15",
     "detail": "Series A from MMC Ventures",
     "raw": "funding_round: 4000000 GBP 2019-11-15 — Series A from MMC Ventures",
     "amount_gbp": 4000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "data platforms and data engineering",
    "customer data",
    "data infrastructure"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.owner_or_acquirer",
     "text": "company.owner_or_acquirer → Snowplow Technologies Inc (Delaware, United States), person with significant control of Snowplow Analytics Limited since 2022-10-07, 75% or more; the co-founders ceased to be PSCs on 2022-06-21. uk_status → uk_incorporated_hq_abroad should be considered (UK company now owned by a US holding company), subject to the lead's rule."
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "data platforms and data engineering",
   "function": "Makes software that collects and organises records of what customers do online, which companies use for analytics and to build data products.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/news/snowplow-analytics-announces-4m-series-a-funding-20191114",
    "https://find-and-update.company-information.service.gov.uk/company/07852221",
    "https://find-and-update.company-information.service.gov.uk/search?q=Snowplow+Analytics",
    "https://find-and-update.company-information.service.gov.uk/company/07852221/persons-with-significant-control",
    "https://mmc.vc/portfolio/",
    "https://snowplow.io/blog/snowplow-announces-series-b"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/snowplow-analytics-announces-4m-series-a-funding-20191114",
     "quotes": [
      "Snowplow Analytics announces £4m Series A",
      "first VC investor\" (Fri 15 Nov 2019)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07852221",
     "quotes": [
      "SNOWPLOW ANALYTICS LIMITED\" \"Active\" \"3rd Floor 48-50 Scrutton Street, London, England, EC2A 4HH\" \"18 November 2011\" \"ORDERLY LIMITED"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=Snowplow+Analytics",
     "quotes": [
      "SNOWPLOW TECHNOLOGIES INC (UK BRANCH)\" \"BR024961\" \"Opened on 1 September 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/07852221/persons-with-significant-control",
     "quotes": [
      "Snowplow Technologies Inc",
      "Notified: 7 October 2022",
      "ownership of shares of 75% or more"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://mmc.vc/portfolio/",
     "quotes": [
      "Snowplow helps businesses to collect and own their customer data across all platforms, in real-time."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://snowplow.io/blog/snowplow-announces-series-b",
     "quotes": [
      "Snowplow has raised $40 million in Series B funding led by global venture capital firm, NEA"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data platforms and data engineering",
     "div": "data-platforms-and-data-engineering"
    }
   ],
   "div_label": "Data platforms and data engineering",
   "location": "London (EC2A 4HH)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-032",
     "name": "MMC Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-032",
     "page_label": "Investors"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-INV-032",
     "name": "MMC Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-032",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-INV-032",
     "name": "MMC Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-032",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-039",
   "name": "Codeplay Software",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2022-06-30",
   "status_detail": "Intel Research and Development UK Limited became the 75%-plus owner of Codeplay Software Limited on 30 June 2022, per Companies House; the company is active.",
   "one_line": "Software company now owned by Intel; the lead says it builds compilers and tools that let AI and other programs run on many kinds of chip (not verified here).",
   "description": "Codeplay Software Limited was incorporated on 21 October 2002. Companies House records Intel Research And Development UK Limited as its controlling owner, with 75% or more of shares and votes, from 30 June 2022, when an earlier individual controller ceased. Its registered office has moved to Intel's UK address in Salford. The task's leads place it in Edinburgh and describe it as a maker of SYCL and oneAPI programming tools; codeplay.com was refused by the fetch tool, so its product and location are not verified in this session. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active — proposal to strike off; filing overdue; strike-off proposed [Places Round 1, 31 Oct 2026] Alex's Places file (line 61, tile 06) places this in Edinburgh; region set to Scotland. The file gives no source; not re-researched.",
   "uk_status": "uk",
   "company": {
    "ch_number": "04567874",
    "registered_office": "2 New Bailey, 6 Stanley Street, Salford, Greater Manchester, United Kingdom, M3 5GS",
    "incorporated": "2002-10-21",
    "legal_form": "ltd",
    "owner_or_acquirer": "Intel (via Intel Research And Development UK Limited)",
    "headcount": null,
    "ch_number_clean": "04567874",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/04567874",
    "ch_note": null,
    "legal_name": "CODEPLAY SOFTWARE LIMITED",
    "ch_status_r6": "Active — proposal to strike off"
   },
   "place": {
    "text": "Edinburgh (Alex's Places file; not verified)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "Scotland"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "AI development and training"
   ],
   "sectors": [
    "developer tools and coding agents",
    "compilers",
    "programming tools for chips (lead)"
   ],
   "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": "Software company now owned by Intel; the lead says it builds compilers and tools that let AI and other programs run on many kinds of chip (not verified here).",
   "affiliation": "Software and tools",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/04567874",
    "https://find-and-update.company-information.service.gov.uk/company/04567874/persons-with-significant-control"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/04567874",
     "quotes": [
      "CODEPLAY SOFTWARE LIMITED\" \"Active\" \"2 New Bailey, 6 Stanley Street, Salford, Greater Manchester, United Kingdom, M3 5GS\" \"21 October 2002"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/04567874/persons-with-significant-control",
     "quotes": [
      "Intel Research And Development Uk Limited\" \"30 June 2022\" \"Ownership of shares – 75% or more"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "developer tools and coding agents",
     "div": "developer-tools-and-coding-agents"
    }
   ],
   "div_label": "Developer tools and coding agents",
   "location": "Edinburgh (Alex's Places file; not verified)",
   "status_group": "acquired",
   "ext_links": [],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Intel"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-040",
   "name": "Secondmind",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Secondmind Limited is active; it was called PROWLER.IO LIMITED until 4 October 2020.",
   "one_line": "Cambridge-founded AI company; the lead says it sells machine-learning software that helps car makers design and calibrate engines and vehicles (not verified here).",
   "description": "Secondmind Limited was incorporated on 27 January 2016 as PROWLER.IO LIMITED and took the Secondmind name on 4 October 2020. Its business code is software publishing, and its latest accounts are to 31 December 2024. A separate company that took the name PROWLER.IO LIMITED (12529443) was dissolved on 5 October 2021. secondmind.ai was refused by the fetch tool, so its products, customers and leadership are not verified in this session. [Round 6, 30 Oct 2026] latest_money (earliest round, as PROWLER.io): 2017-09-05; Series A; 10,000,000 GBP; Cambridge Innovation Capital (lead); Atlantic Bridge Capital, Passion Capital, Amadeus Capital Partners, SGInnovate; CEO Vishal Chatrath; HQ Cambridge [Labs Round 8, 31 Oct 2026] chief_scientist: Carl Edward Rasmussen, Chief Science Officer; Professor of Machine Learning, University of Cambridge [Labs Round 8, 31 Oct 2026] awards: Three best paper awards: ICML 2019; AISTATS 2020 and 2021; seven patents [Labs Round 8, 31 Oct 2026] customers_or_partners: Mazda (59.7% fewer engineering hours for calibration maps); SCAE partnership for Japanese OEMs (undated) [Labs Round 8, 31 Oct 2026] chief_scientist: Carl Edward Rasmussen — Chief Science Officer; Professor of Machine Learning, University of Cambridge [Labs Round 8, 31 Oct 2026] Listed on Labs (Decision AI): its R&D arm, Secondmind Labs, builds Gaussian-process and Bayesian-optimisation models and open-source libraries (GPflow, GPflux, Trieste); relaunched in 2020 as a decisions company (formerly PROWLER.io) [Labs Round 8, 31 Oct 2026] Listed on Labs (Engineering simulation): Cambridge machine-learning lab (Secondmind Labs) behind GPflow and Trieste, selling active-learning software for vehicle design and calibration",
   "uk_status": "uk",
   "company": {
    "ch_number": "09973282",
    "registered_office": "9th Floor 107 Cheapside, London, United Kingdom, EC2V 6DN",
    "incorporated": "27 January 2016",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09973282",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09973282",
    "ch_note": null,
    "legal_name": "SECONDMIND LIMITED",
    "previous_names": [
     "PROWLER.IO LIMITED (2016–2020)",
     "PROWLER.IO LIMITED"
    ],
    "ch_status_r6": "Active",
    "ch_name": "SECONDMIND LIMITED",
    "status_registry": "Active",
    "sic_codes": [
     "58290 Software publishing"
    ]
   },
   "place": {
    "text": "London (registered office EC2V 6DN)",
    "postcode": "EC2V 6DN",
    "lat": 51.514178,
    "lng": -0.093552,
    "region": "England: London",
    "admin_district": "City of London",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Carl Edward Rasmussen",
     "role": "Chief Science Officer (leads Secondmind Labs); Professor of Machine Learning, University of Cambridge",
     "from": null,
     "source": "https://www.secondmind.ai/secondmind-labs",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "AI implementation"
   ],
   "sectors": [
    "machine learning for engineering (lead)"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "machine learning for engineering (lead)",
   "function": "Cambridge-founded AI company; the lead says it sells machine-learning software that helps car makers design and calibrate engines and vehicles (not verified here).",
   "affiliation": "Software and tools",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/09973282",
    "https://www.uktech.news/news/cambridge-ai-startup-prowler-io-raises-10m-series-20170905",
    "https://www.secondmind.ai/secondmind-labs",
    "https://www.secondmind.ai/",
    "https://secondmind.ai/research/labs"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09973282",
     "quotes": [
      "SECONDMIND LIMITED\" \"Active\" \"27 January 2016\" \"PROWLER.IO LIMITED\" (27 Jan 2016 - 04 Oct 2020) \"58290 - Other software publishing"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/cambridge-ai-startup-prowler-io-raises-10m-series-20170905",
     "quotes": [
      "raised £10m in Series A funding"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.secondmind.ai/secondmind-labs",
     "quotes": [
      "Our team is led by our Chief Science Officer, Carl Edward Rasmussen, Professor of Machine Learning at Cambridge University."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.secondmind.ai/",
     "quotes": [
      "Mazda achieved a 59.7% reduction in engineering-hours to create high-precision calibration maps."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://secondmind.ai/research/labs",
     "quotes": [
      "Professor of Machine Learning at Cambridge University"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "machine learning for engineering (lead)",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office EC2V 6DN)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-10014",
     "name": "GPflow, GPflux and Trieste (Secondmind Labs open-source libraries)",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-10014",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-042",
   "name": "Smart Data Foundry",
   "bucket": "org",
   "status": "wound_down",
   "status_date": "2026-08-28",
   "status_detail": "Smart Data Foundry Limited went into administration on 28 August 2026, with Michelle Marie Elliot and Callum Angus Carmichael appointed, per Companies House.",
   "one_line": "Edinburgh not-for-profit data organisation; the lead says it gave researchers safe access to financial data for analysis and AI. In administration since August 2026.",
   "description": "Smart Data Foundry Limited is a company limited by guarantee without share capital, incorporated on 21 September 2021 as UOE NEWCO2021 LIMITED and renamed on 22 April 2022. Its registered office is the Edinburgh Futures Institute and its business code is educational support services. Its latest accounts are to 31 July 2025. Companies House records that it entered administration on 28 August 2026, with administrators at addresses in Glasgow and Edinburgh. \"Administration\" is recorded here as wound_down, the nearest status. What it did is not verified from a page opened in this session.",
   "uk_status": "uk",
   "company": {
    "ch_number": "SC709914",
    "registered_office": "Edinburgh Futures Institute, 1 Lauriston Place, Edinburgh, Scotland, EH3 9EF",
    "incorporated": "2021-09-21",
    "legal_form": "non-profit (limited by guarantee)",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "SC709914",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/SC709914",
    "ch_note": null
   },
   "place": {
    "text": "Edinburgh (EH3 9EF)",
    "postcode": "EH3 9EF",
    "lat": 55.944562,
    "lng": -3.192745,
    "region": "Scotland",
    "admin_district": "City of Edinburgh",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "data access for research",
    "finance data (lead)"
   ],
   "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": "data access for research",
   "function": "Edinburgh not-for-profit data organisation; the lead says it gave researchers safe access to financial data for analysis and AI. In administration since August 2026.",
   "affiliation": "Software and tools",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/SC709914",
    "https://find-and-update.company-information.service.gov.uk/company/SC709914/insolvency"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/SC709914",
     "quotes": [
      "SMART DATA FOUNDRY LIMITED\" \"In Administration\" \"Edinburgh Futures Institute, 1 Lauriston Place, Edinburgh, Scotland, EH3 9EF\" \"UOE NEWCO2021 LIMITED"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/SC709914/insolvency",
     "quotes": [
      "In administration",
      "commencement \"28 August 2026",
      "Michelle Marie Elliot",
      "Callum Angus Carmichael"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "data access for research",
     "div": "networks-bodies-events-and-media"
    }
   ],
   "div_label": "Networks, bodies, events and media",
   "location": "Edinburgh (EH3 9EF)",
   "status_group": "wound_down",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-043",
   "name": "Datactics",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Datactics Limited is active; its latest accounts on the register are to 31 October 2024. No 2026 event was verified.",
   "one_line": "Belfast company that makes software to find and fix errors and duplicates in large organisations' data.",
   "description": "Datactics sells software and services that help large organisations check and control the quality of their data. UKTN described its product in 2021 as an \"AI-enabled platform\" that lets staff outside IT clean, de-duplicate and enrich data. Par Equity led a £2m investment on 5 May 2021, with Kernel Capital and Clarendon. Stuart Harvey was chief executive. UKTN says it is based in Belfast; its registered office is in London.",
   "uk_status": "uk",
   "company": {
    "ch_number": "03847379",
    "registered_office": "167 -169 Great Portland Street, London, England, W1W 5PF",
    "incorporated": "1999-09-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "03847379",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/03847379",
    "ch_note": null,
    "legal_name": "DATACTICS LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "Belfast (registered office London W1W 5PF)",
    "postcode": "W1W 5PF",
    "lat": 51.521673,
    "lng": -0.143705,
    "region": "Northern Ireland",
    "admin_district": "Westminster",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Stuart Harvey",
     "role": "CEO (as at May 2021)",
     "from": null,
     "source": "https://www.uktech.news/news/edinburgh-based-early-stage-vc-leads-2m-investment-in-datactics-20210505"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2000000,
     "currency": "GBP",
     "date": "2021-05-05",
     "detail": "led by Par Equity, with Kernel Capital and Clarendon",
     "raw": "funding_round: 2000000 GBP 2021-05-05 — led by Par Equity, with Kernel Capital and Clarendon",
     "amount_gbp": 2000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "AI infrastructure"
   ],
   "sectors": [
    "data platforms and data engineering",
    "data quality",
    "financial services data"
   ],
   "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": "Belfast company that makes software to find and fix errors and duplicates in large organisations' data.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/news/edinburgh-based-early-stage-vc-leads-2m-investment-in-datactics-20210505",
    "https://find-and-update.company-information.service.gov.uk/company/03847379",
    "https://find-and-update.company-information.service.gov.uk/company/03847379/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/edinburgh-based-early-stage-vc-leads-2m-investment-in-datactics-20210505",
     "quotes": [
      "led an investment of £2 million in Datactics",
      "AI-enabled platform",
      "Stuart Harvey, CEO at Datactics",
      "Based out of Belfast"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/03847379",
     "quotes": [
      "DATACTICS LIMITED\" \"Active\" \"167 -169 Great Portland Street, London, England, W1W 5PF\" \"23 September 1999"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/03847379/officers",
     "quotes": [
      "HARVEY, Stuart\" \"Director\" appointed \"20 September 2012\" (active)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data platforms and data engineering",
     "div": "data-platforms-and-data-engineering"
    }
   ],
   "div_label": "Data platforms and data engineering",
   "location": "Belfast (registered office London W1W 5PF)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Par Equity"
    },
    {
     "kind": "funded_by",
     "name": "Kernel Capital"
    },
    {
     "kind": "funded_by",
     "name": "Clarendon"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-044",
   "name": "Ometria",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised £8m from CIBC Innovation Banking, reported 15 September 2023, partly to build an \"AI co-marketer\"; nothing later was verified. Companies House shows OMETRIA LTD as Active (checked 31 Oct 2026).",
   "one_line": "Makes customer-data and marketing software for retailers that uses AI to predict which shoppers will buy and when.",
   "description": "Ometria is a customer data platform for retailers. Its software builds shopper profiles for marketing and uses AI to find likely buyers and predict when a customer will run out of a product. UKTN reported about 200 brands as users, including Fred Perry and Hotel Chocolat. Founder and chief executive Ivan Mazour raised £8m from CIBC Innovation Banking in September 2023, for US expansion and work on an \"AI co-marketer\". UKTN also records a US$21m Series B (2019) and a US$6m Series A (2017). It says it is headquartered in London and New York. Passed from the industry page. [Round 6 profile, 30 Oct 2026] founded: 2013 (UKTN); hq: London (England: London); what it does: A customer data and marketing platform for retailers. It builds a profile of each shopper and uses AI to predict who is likely to buy and when a customer is about to run out of a product, to time emails and messages.; usage or revenue as published: about 200 retail brands — 2023-09 — UKTN (also about 200 retailer clients, 2019-09); status now: Active per existing record; UKTN tag page shows no Ometria story after September 2023.",
   "uk_status": "uk",
   "company": {
    "ch_number": "08372083",
    "registered_office": "Acre House, 11/15 William Road, London, England, NW1 3ER",
    "incorporated": "2013-01-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "08372083",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/08372083",
    "ch_note": null,
    "legal_name": "OMETRIA LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (registered office NW1 3ER)",
    "postcode": "NW1 3ER",
    "lat": 51.526974,
    "lng": -0.13941,
    "region": "England: London",
    "admin_district": "Camden",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Ivan Mazour",
     "role": "Founder and CEO (as at September 2023)",
     "from": null,
     "source": "https://www.uktech.news/ecommerce/cibc-innovation-banking-ometria-20230915"
    },
    {
     "name": "Ivan Mazour",
     "role": "Co-founder and CEO",
     "from": "2013",
     "source": "https://www.uktech.news/news/investment-news/martech-startup-ometria-lands-6m-series-a-20171011",
     "round4": true
    },
    {
     "name": "Marieke Christmann",
     "role": "Board member (Octopus Ventures)",
     "from": "2019-09",
     "source": "https://uktech.news/guest-posts/funding/customer-marketing-platform-ometria-raises-21m-series-b-20190924",
     "round4": true
    },
    {
     "name": "Eduardo Piedade",
     "role": "Board member (Sonae IM)",
     "from": "2019-09",
     "source": "https://uktech.news/guest-posts/funding/customer-marketing-platform-ometria-raises-21m-series-b-20190924",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 8000000,
     "currency": "GBP",
     "date": "2023-09-15",
     "detail": "CIBC Innovation Banking (debt or equity not stated)",
     "raw": "funding_round: 8000000 GBP 2023-09-15 — CIBC Innovation Banking (debt or equity not stated)",
     "amount_gbp": 8000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£8m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "retail marketing",
    "customer data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "retail marketing",
   "function": "Makes customer-data and marketing software for retailers that uses AI to predict which shoppers will buy and when.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ecommerce/cibc-innovation-banking-ometria-20230915",
    "https://find-and-update.company-information.service.gov.uk/company/08372083",
    "https://www.uktech.news/news/investment-news/martech-startup-ometria-lands-6m-series-a-20171011",
    "https://uktech.news/guest-posts/funding/customer-marketing-platform-ometria-raises-21m-series-b-20190924",
    "https://www.uktech.news/tag/ometria"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ecommerce/cibc-innovation-banking-ometria-20230915",
     "quotes": [
      "bagged £8m in funding",
      "AI co-marketer",
      "US expansion\" (15 September 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/08372083",
     "quotes": [
      "OMETRIA LTD\" \"Active\" \"Acre House, 11/15 William Road, London, England, NW1 3ER\" \"23 January 2013"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/investment-news/martech-startup-ometria-lands-6m-series-a-20171011",
     "quotes": [
      "(trade) — \"The startup was founded in 2013 and is headquartered in London."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://uktech.news/guest-posts/funding/customer-marketing-platform-ometria-raises-21m-series-b-20190924",
     "quotes": [
      "(trade) — \"Series B funding round"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tag/ometria",
     "quotes": [
      "(trade) — \"Ometria closes $2.5m round"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "retail marketing",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office NW1 3ER)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
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    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-045",
   "name": "Callosum",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-21",
   "status_detail": "UKTN's round-up of 21 August 2026 listed a £73.5m seed round led by investors including Atomico, Plural, DCVC and the UK Sovereign AI Fund.",
   "one_line": "Builds software that matches each AI task to the best mix of chips and computers to run it.",
   "description": "Callosum is a London company founded in 2026. UKTN describes it as building \"heterogeneous computing systems software designed to match specific AI tasks\", meaning software that routes AI work across different types of processor. UKTN's round-up of 21 August 2026 listed a £73.5m seed round from Atomico, Plural, DCVC, the UK Sovereign AI Fund and angels. No company release or Companies House entry was opened in this session. Passed from the labs page. [Round 4, 30 Oct 2026] CHIPS & HARDWARE: London company, founded 2026, building systems software and architecture so AI models can run across different chip types; first Sovereign AI Fund investee; £73.5m seed. [Round 6, 30 Oct 2026] Sovereign AI: Received the Sovereign AI Unit's first equity investment (amount not disclosed), London, 2026-04-16; not among the compute recipients; founder Danyal Akarca (may overlap with Sovereign AI Fund participation in DEAL-SW-049) [Round 6 profile, 30 Oct 2026] founded: 2026 (UKTN roundup, 2026-08-21); hq: London (England: London); what it does: Systems software for mixed (\"heterogeneous\") computing: it sends each AI task to the cheapest suitable model and chip, and lets different AI models work together across different chip types.; status now: Active; London systems-software company that raised a 100m USD seed in August 2026, the UK Sovereign AI Fund's first investment. [Round 7, 30 Oct 2026] Chips and hardware: Heterogeneous AI inference orchestration & hardware-software co-design startup featured in the UK AI Hardware Plan; raised a $100M Seed round led by Atomico in August 2026 ($110M total) and partners with ARIA's Scaling Inference Lab.",
   "uk_status": "uk",
   "company": {
    "ch_number": "16076949",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "16076949",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16076949",
    "ch_note": null,
    "legal_name": "CALLOSUM LTD",
    "previous_names": [
     "SERNN LTD (2024–2025)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London",
    "postcode": "E1 8EU",
    "lat": 51.513069,
    "lng": -0.070279,
    "region": "England: London",
    "admin_district": "Tower Hamlets",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Jascha Achterberg",
     "role": "co-founder",
     "from": null,
     "source": "https://www.gov.uk/government/news/a-decisive-shift-to-power-british-ai-new-11-billion-plan-to-back-chip-firms-boost-computing-power-and-skills-for-the-ai-revolution",
     "round4": true
    },
    {
     "name": "Danyal Akarca; Jascha Achterberg",
     "role": "co-founders",
     "from": null,
     "source": "https://www.uktech.news/ai/callosum-ai-monoculture-raises-7-5m-20260226",
     "round4": true
    },
    {
     "name": "Jascha Achterberg",
     "role": "Co-founder",
     "from": "null",
     "source": "https://www.uktech.news/ai/callosum-ai-monoculture-raises-7-5m-20260226",
     "round4": true
    },
    {
     "name": "Danyal Akarca",
     "role": "Co-founder",
     "from": "null",
     "source": "https://www.uktech.news/ai/callosum-ai-monoculture-raises-7-5m-20260226",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 73500000,
     "currency": "GBP",
     "date": "2026-08-21",
     "detail": "seed; Atomico, Plural, DCVC, UK Sovereign AI Fund and angels (single source)",
     "raw": "funding_round: 73500000 GBP 2026-08-21 — seed; Atomico, Plural, DCVC, UK Sovereign AI Fund and angels (single source)",
     "amount_gbp": 73500000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£73.5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "MLOps, deployment and inference",
    "AI compute orchestration"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "MLOps, deployment and inference",
   "function": "Builds software that matches each AI task to the best mix of chips and computers to run it.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-callosum-to-economad-20260821",
    "https://find-and-update.company-information.service.gov.uk/company/16076949",
    "https://www.gov.uk/government/publications/uk-ai-hardware-plan/uk-ai-hardware-plan",
    "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
    "https://www.uktech.news/ai/callosum-raises-73-5m-to-redefine-how-humanity-computes-20260820",
    "https://www.uktech.news/ai/callosum-ai-monoculture-raises-7-5m-20260226",
    "https://www.uktech.news/ai/first-investment-from-the-uks-500m-sovereign-ai-fund-announced-20260417"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-callosum-to-economad-20260821",
     "quotes": [
      "£73.5m",
      "Atomico, Plural, DCVC, UK Sovereign AI Fund and angels",
      "heterogeneous computing systems software designed to match specific AI tasks\" (Friday 21 August 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16076949",
     "quotes": [
      "CALLOSUM LTD",
      "56 Leman Street, London, England, E1 8EU",
      "Active",
      "13 November 2024",
      "SERNN LTD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/publications/uk-ai-hardware-plan/uk-ai-hardware-plan",
     "quotes": [
      "As the first recipient of investment from the UK government’s £500 million Sovereign AI Fund"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
     "quotes": [
      "A further 6 startups will receive access to the AI Research Resource (AIRR) supercomputer network"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/callosum-raises-73-5m-to-redefine-how-humanity-computes-20260820",
     "quotes": [
      "(trade) — \"building systems software to match specific AI tasks with the cheapest suitable models and chips"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/callosum-ai-monoculture-raises-7-5m-20260226",
     "quotes": [
      "(trade) — \"Callosum, a startup founded by Cambridge scientists Danyal Akarca and Jascha Achterberg, has raised $10.25m (£7.5m)."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/first-investment-from-the-uks-500m-sovereign-ai-fund-announced-20260417",
     "quotes": [
      "(trade) — \"the first investment from its new flagship £500m Sovereign AI fund will go towards infrastructure startup Callosum"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "MLOps, deployment and inference",
     "div": "mlops-deployment-and-inference"
    }
   ],
   "div_label": "MLOps, deployment and inference",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-001",
     "name": "Sovereign AI (UK Sovereign AI Fund)",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-001",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-011",
     "name": "Atomico",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-011",
     "page_label": "Investors"
    },
    {
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     "id": "BIZ-INV-013",
     "name": "Plural",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-013",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-027",
     "name": "DCVC",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-027",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-011",
     "name": "Atomico",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-011",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-013",
     "name": "Plural",
     "page": "investors",
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     "page_label": "Investors"
    },
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    {
     "kind": "funded_by",
     "id": "GOV-BIST-021",
     "name": "Sovereign AI (Unit / Fund)",
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     "href": "../../government/bist/#org=GOV-BIST-021",
     "page_label": "UK Government AI Universe"
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    {
     "kind": "supplies_government",
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     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-CHIP-2032",
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     "href": "../chips/#org=BIZ-CHIP-2032",
     "page_label": "Chips and hardware"
    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-011",
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     "href": "../investors/#org=BIZ-INV-011",
     "page_label": "Investors"
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    {
     "kind": "funded_by",
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    {
     "kind": "linked from: portfolio_of",
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     "page_label": "Investors"
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    {
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     "page_label": "Investors"
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    {
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    {
     "kind": "linked from: made_by",
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   ],
   "label_links": [],
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   "description": "Locai moves AI inference \"off the cloud and onto the user's own device\", aiming to replace variable cloud API fees with predictable fixed costs. UKTN reported a £1m pre-seed round led by Fuel Ventures on 22 April 2026 and said it was in the first cohort of a Google for Startups Accelerator. Joseph Ward is a co-founder. The article does not say where it is based or whether it builds its own models. Passed from the labs page.",
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     "source": "https://www.uktech.news/ai/locai-raises-1m-to-develop-its-off-cloud-ai-infrastructure-20260422"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1000000,
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     "raw": "funding_round: 1000000 GBP 2026-04-22 — pre-seed led by Fuel Ventures",
     "amount_gbp": 1000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1m",
     "gbp_txt": ""
    }
   ],
   "site": null,
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   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "MLOps, deployment and inference",
    "on-device AI inference"
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   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Cardiff (registered office, CF11 6BH) — region: Wales (record had null); uk_status → uk (remove \"[check]\")"
    }
   ],
   "held": [],
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   "package1_id": null,
   "type": "Companies",
   "category": "MLOps, deployment and inference",
   "function": "Makes software that runs AI on a company's or user's own devices instead of in the cloud, to make costs fixed.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/16471983/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/locai-raises-1m-to-develop-its-off-cloud-ai-infrastructure-20260422",
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      "pre-seed funding",
      "off the cloud and onto the user's own device\" (Wednesday 22 April 2026)"
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     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16471983",
     "quotes": [
      "LOC.AI LTD\" \"Tramshed Tech",
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16471983/officers",
     "quotes": [
      "WARD, Joseph James\" Director (Active) appointed \"23 May 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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   ],
   "div_label": "MLOps, deployment and inference",
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   "label_links": [
    {
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  },
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   "status": "active",
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   "status_detail": "UKTN's round-up of 24 April 2026 listed a £53m Series C from TCV and Insight Partners. Companies House shows CLOUDSMITH LTD as Active (checked 31 Oct 2026).",
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   "description": "Cloudsmith, founded in 2016 and based in Belfast, runs a cloud-native artifact management platform, which it presents as \"built for the age of AI\": a store for the software components that developers use and ship. UKTN's round-up of 24 April 2026 listed a £53m Series C from TCV and Insight Partners. No company release or Companies House entry was opened in this session. Found on a UKTN 2026 round-up. [Round 4, 30 Oct 2026] links: portfolio_of: MMC Ventures (sector \"Cloud & data infrastructure\") [Round 6, 30 Oct 2026] latest_money (second source): 2026-04-24 £53m is a Series C; TCV led both Series B (a year earlier) and Series C; Insight Partners joined; CEO Glenn Weinstein; Belfast office [Round 6, 30 Oct 2026] key_facts: grew nearly 150% in year to 2025-03; customers CoreWeave, American Airlines, Shopify; CEO Glenn Weinstein (from 2023-09); co-founder and CTO Lee Skillen; founded 2016, Belfast [Round 6 profile, 30 Oct 2026] hq: Belfast (Northern Ireland); what it does: A cloud service where software teams store, secure and control the packages and other \"artifacts\" their code depends on; it pitches this at the growing volume of code written by AI coding agents.; status now: Active; Belfast-based artifact management company that raised a 72m USD Series C in April 2026.",
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    "ch_number_clean": "NI653568",
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    "legal_name": "CLOUDSMITH LTD",
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     "from": "by 2026-04",
     "source": "https://businesscloud.co.uk/news/cloudsmith-raises-53m-to-capitalise-on-era-of-agentic-ai/",
     "round4": true
    },
    {
     "name": "Glenn Weinstein",
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     "from": "2023-09",
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     "round4": true
    },
    {
     "name": "Lee Skillen",
     "role": "co-founder and CTO",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/northern-ireland/cloudsmith-secures-18m-in-one-of-northern-irelands-biggest-ever-fundraises-20250304",
     "round4": true
    },
    {
     "name": "Glenn Weinstein",
     "role": "CEO",
     "from": "null (in post 2026-04)",
     "source": "https://www.uktech.news/ai/cloudsmith-raises-53m-to-accelerate-its-artifact-management-platform-20260423",
     "round4": true
    },
    {
     "name": "Alan Carson",
     "role": "CEO (2021)",
     "from": "null",
     "source": "https://www.uktech.news/tech-hubs/northern-ireland/northern-ireland-tech-investment-2021-20220317",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 53000000,
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     "date": "2026-04-24",
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     "amount_gbp": 53000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£53m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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   ],
   "sectors": [
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    "developer tools",
    "software supply chain"
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   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.legal_form",
     "text": "company.legal_form → ltd; add note: a Delaware company, CLOUDSMITH HOLDINGS, INC., registered a UK establishment (FC042084 / BR027202) at the same Belfast address on 23 December 2024, which suggests a US holding company now sits above the Belfast company (PSC not opened)."
    }
   ],
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   "category": "developer tools and coding agents",
   "function": "Makes cloud software in which companies store, check and share the software packages and AI models they build with.",
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    "https://find-and-update.company-information.service.gov.uk/search?q=cloudsmith",
    "https://mmc.vc/portfolio/",
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    "https://www.uktech.news/tech-hubs/northern-ireland/cloudsmith-secures-18m-in-one-of-northern-irelands-biggest-ever-fundraises-20250304",
    "https://www.uktech.news/ai/cloudsmith-raises-53m-to-accelerate-its-artifact-management-platform-20260423",
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   ],
   "source_quotes": [
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     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-cloudsmith-to-locai-20260424",
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      "built for the age of AI\" (Friday 24 April 2026)"
     ],
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/NI653568",
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    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=cloudsmith",
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     "accessed": "2026-10-29",
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    },
    {
     "url": "https://mmc.vc/portfolio/",
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     ],
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     "amendment": false
    },
    {
     "url": "https://businesscloud.co.uk/news/cloudsmith-raises-53m-to-capitalise-on-era-of-agentic-ai/",
     "quotes": [
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     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tech-hubs/northern-ireland/cloudsmith-secures-18m-in-one-of-northern-irelands-biggest-ever-fundraises-20250304",
     "quotes": [
      "secured the funding from California's TCV, which led the round\" (trade)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/cloudsmith-raises-53m-to-accelerate-its-artifact-management-platform-20260423",
     "quotes": [
      "(trade) — \"AI agents generate so much software so fast"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tech-hubs/northern-ireland/northern-ireland-tech-investment-2021-20220317",
     "quotes": [
      "(trade) — \"The funding we have received in 2021 will be absolutely invaluable to our software supply chain company."
     ],
     "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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   ],
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   "location": "Belfast",
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   "ext_links": [
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     "kind": "portfolio_of",
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     "page_label": "Investors"
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    {
     "kind": "linked from: funded_by",
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   ],
   "label_links": [
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   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-048",
   "name": "Volta",
   "bucket": "co",
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   "status_detail": "Came out of stealth on 5 August 2026 with a US$10bn (£7.4bn) partnership with an unnamed AI lab to build an AI factory in Norway with Bitdeer.",
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   },
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     "source": "https://www.uktech.news/ai/volta-emerges-from-stealth-with-7-4bn-ai-lab-partnership-20260805"
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   ],
   "money": [
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     "kind": "valuation_reported",
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     "fx_date": "2026-08-05",
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     "txt": "US$2.40bn",
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     "kind": "contract",
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     "fx_date": "2026-08-05",
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     "txt": "US$10bn",
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   "package1_id": null,
   "type": "Companies",
   "category": "AI data centres",
   "function": "London company that finances, builds and runs large AI data centres, with its own software, for AI labs. Scope edge: may belong on the data-centres page.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/volta-emerges-from-stealth-with-7-4bn-ai-lab-partnership-20260805"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/volta-emerges-from-stealth-with-7-4bn-ai-lab-partnership-20260805",
     "quotes": [
      "Volta emerges from stealth with £7.4bn AI lab partnership",
      "develop, finance, build and operate AI factories",
      "AI is transforming compute from a technology product into critical infrastructure.\" (Wednesday 5 August 2026)"
     ],
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     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI data centres",
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    }
   ],
   "div_label": "Companies",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Bitdeer"
    },
    {
     "kind": "partner_of",
     "name": "Azora"
    }
   ],
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  },
  {
   "id": "BIZ-SW-001",
   "name": "Builder.ai (Engineer.ai Global Limited)",
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   "status_date": "2025-05-20",
   "status_detail": "On 20 May 2025 the company said it was entering insolvency proceedings; its UK company, Engineer.ai Global Limited, is in compulsory liquidation (petition 17 July 2025, winding-up commenced 10 September 2025, order filed 22 January 2026), with the Official Receiver named as practitioner.",
   "one_line": "Sold a service that let businesses order custom software apps assembled from reusable parts, marketed as driven by AI; it collapsed in 2025.",
   "description": "Builder.ai, whose UK company is Engineer.ai Global Limited (incorporated 5 October 2017), sold software development to businesses as a managed service and described its process as assisted by AI. TechCrunch reported it had raised more than US$450m. Sachin Dev Duggal, the founder, left the UK company's board on 11 March 2025; Manpreet Singh Ratia joined it on 7 February 2025 and was named chief executive. On 20 May 2025 the company said it would enter insolvency proceedings and appoint an administrator. Companies House records a compulsory liquidation of the UK company: petition 17 July 2025, winding-up commenced 10 September 2025, with the Official Receiver as practitioner. The registered office is now care of PKF Littlejohn. [Round 6, 30 Oct 2026] key_facts: Microsoft partnership (2023-05) added Builder.ai's assistant Natasha to the Microsoft Teams store; founder Sachin Dev Duggal styled \"chief wizard\" [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Liquidation; filing overdue",
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    },
    {
     "name": "Manpreet Singh Ratia",
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    }
   ],
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   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/10998363/filing-history",
    "https://tech.eu/2025/05/20/ai-unicorn-builderai-confirms-insolvency-proceedings/",
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    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10998363",
     "quotes": [
      "ENGINEER.AI GLOBAL LIMITED\" \"Liquidation\" \"C/O Pkf Littlejohn 15 Westferry Circus, Canary Wharf, London, United Kingdom, E14 4HD\" \"5 October 2017"
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    },
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     "url": "https://find-and-update.company-information.service.gov.uk/company/10998363/insolvency",
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     ],
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    },
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     "url": "https://techcrunch.com/2025/05/20/once-worth-over-1b-microsoft-backed-builder-ai-is-running-out-of-money",
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     "url": "https://www.uktech.news/ai/microsoft-backs-builder-ai-20230511",
     "quotes": [
      "The investment into Builder.ai will see the integration of the US technology giant's cloud and AI.\" (trade)"
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     "trade": false,
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    }
   ],
   "website": [],
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   ],
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   "name": "Humanloop",
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   "status_date": "2025-08-13",
   "status_detail": "On 13 August 2025 TechCrunch reported that Anthropic had hired the co-founders and most of the team and did not acquire Humanloop's assets or intellectual property; the platform was closed; the UK company remains active and filed accounts on 30 September 2026.",
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   "description": "Humanloop was founded in 2020 as a spin-out from University College London by Raza Habib (chief executive), Peter Hayes (chief technology officer) and Jordan Burgess (chief product officer). It sold a platform for prompt management, evaluation and monitoring of applications that use large language models. TechCrunch, citing PitchBook, reported US$7.91m of seed funding in two rounds led by Y Combinator and Index Ventures. In August 2025 Anthropic hired the founders and most of the team; Anthropic said it did not buy the company's assets or IP. This is a team hire, not an acquisition. Humanloop Ltd is still active on Companies House, with a registered office in Cambridge.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12495436",
    "registered_office": "Salisbury House, Station Road, Cambridge, United Kingdom, CB1 2LA",
    "incorporated": "2020-03-03",
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    "owner_or_acquirer": "null (team hired by Anthropic; no acquisition)",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12495436",
    "ch_note": null,
    "legal_name": "HUMANLOOP LTD",
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   },
   "place": {
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     "source": "https://techcrunch.com/2025/08/13/anthropic-nabs-humanloop-team-as-competition-for-enterprise-ai-talent-heats-up/"
    },
    {
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   "sources": [
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      "did not acquire Humanloop's assets or its intellectual property",
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     ],
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    },
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     "url": "https://find-and-update.company-information.service.gov.uk/company/12495436",
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     ],
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    },
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    },
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI security and assurance"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
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    }
   ],
   "div_label": "Evaluation, testing and observability",
   "location": "London (operating base as reported); registered office Cambridge (CB1 2LA)",
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    {
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  {
   "id": "BIZ-SW-003",
   "name": "Seldon",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2026-06-24",
   "status_detail": "TrueFoundry announced on 24 June 2026 that it had acquired Seldon, terms undisclosed; the UK company Seldon Technologies Limited had passed a resolution to wind up on 20 February 2026 and appointed a voluntary liquidator (FRP Advisory) on 2 March 2026.",
   "one_line": "Made software for putting machine-learning models into live use, serving their answers and monitoring them; bought by US firm TrueFoundry in 2026.",
   "description": "Seldon was founded in London in 2014 by Alex Housley. It sold open-source and commercial software that runs machine-learning models as services on Kubernetes, for real-time inference in finance, healthcare and retail. Backers included AlbionVC, Bright Pixel and Cambridge Innovation Capital. In early 2026 its UK company went into voluntary liquidation (resolution 20 February 2026, liquidator appointed 2 March 2026). On 24 June 2026 TrueFoundry, a US company, announced it had acquired Seldon, which it describes as headquartered in the UK; financial terms were not disclosed. Alex may judge this an asset deal out of liquidation rather than a share acquisition. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Liquidation; filing overdue; insolvency page read [Round 6 profile, 30 Oct 2026] founded: 2014 (UKTN); hq: null (UKTN 2020 notes a planned R&D lab in Cambridge); headcount: null (2020 plan to \"more than double the size of the team over the next 18 months\"); what it does: Machine-learning operations (MLOps) software that companies use to deploy, run, monitor and explain machine-learning models in production; its open-source Seldon Core was its best-known project.; usage or revenue as published: Seldon Core \"over 700,000 models deployed to date\"; boilerplate \"three millions installs\" — 2020-11-18 — UKTN; status now: Per existing records DEAL-SW-004 (liquidator FRP Advisory, March 2026) and DEAL-SW-005 (acquired by TrueFoundry, June 2026); not re-checked this round.",
   "uk_status": "uk",
   "company": {
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09188032",
    "ch_note": null,
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   },
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    "lat": 51.511087,
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   },
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     "name": "Alex Housley",
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     "source": "https://www.sdxcentral.com/news/truefoundry-snaps-up-seldon-ai/"
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    {
     "name": "Alex Housley",
     "role": "Founder and CEO",
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     "source": "https://www.uktech.news/ai/seldon-series-b-funding-20230316",
     "round4": true
    }
   ],
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     "fx_note": "no amount published",
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   "dsit_domains": [
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   "sectors": [
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   "confidence": "verified",
   "checked": "2026-10-29",
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   "type": "Companies",
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   "function": "Made software for putting machine-learning models into live use, serving their answers and monitoring them; bought by US firm TrueFoundry in 2026.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.truefoundry.com/ar/press-room/truefoundry-acquires-seldon-ai-to-accelerate-agentic-ai-capabilities-for-enterprise-customers",
    "https://www.sdxcentral.com/news/truefoundry-snaps-up-seldon-ai/",
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     "quotes": [
      "(Arabic-language page of the acquirer's release) \"سان فرانسيسكو — 24 يونيو 2026",
      "أعلنت اليوم عن الاستحواذ على Seldon AI",
      "تأسست Seldon في عام 2014"
     ],
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    },
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    }
   ],
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   "description": "Encord was set up in London in 2019 by Eric Landau and Ulrik Stig Hansen, who are co-chief executives; its UK company is Cord Technologies Limited. It sells a data platform for training AI, covering data management, curation and annotation, and now aims it at \"physical AI\" such as robotics and autonomous vehicles. It says it works with more than 300 AI teams. On 26 February 2026 it announced a US$60m Series C led by Wellington Management, with Y Combinator, CRV, N47, Crane Venture Partners and Harpoon Ventures, and new investors Bright Pixel Capital and Isomer Capital; total funding is US$110m. The release was datelined San Francisco. [Round 4, 30 Oct 2026] programme / one_line: member_of: Y Combinator (W21); place London; current tagline [Round 6, 30 Oct 2026] headcount: 150 employees; offices London, San Francisco, New York (YC listing, 2026-10); described as \"data layer for physical AI\" [Round 6, 30 Oct 2026] latest_money (label): tech.eu ranks Encord 10th most-funded European AI company in H1 2026 with a EUR 50m Series C (matches DEAL-SW-006, $60m) [Round 6, 30 Oct 2026] funding_history: Series A £9.6m (2021-10), total over £13m (2022-04); Series B £23.4m led by Next47 with Y Combinator, CRV, Crane Venture Partners (2024-08) [Round 6, 30 Oct 2026] founders / customers: Ulrik Stig Hansen — co-founder and CEO; Eric Landau — co-founder; early users King's College London and Stanford Medical Centre (2022-04); HQ London with San Francisco presence (2024-08) [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active; legal name of Encord [Round 6 profile, 30 Oct 2026] hq: London (England: London) and San Francisco — company says it is hiring \"in both locations\"; what it does: A data platform for teams building AI models. It helps them store, sort, label and check images, video, sensor and other data, with growing work in training data for robots (\"physical AI\").; usage or revenue as published: \"300+ of the best AI teams in the world use Encord\"; platform data grew from 1 petabyte to over 5 petabytes in twelve months; revenue from physical AI customers up 10x — 2026-02-26 — https://encord.com/blog/encord-announces-60-million-series-c/; status now: Active; London and San Francisco AI data platform that raised a 60m USD Series C in February 2026 and is moving into robotics training data.",
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   "company": {
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   "function": "Makes software that AI teams use to organise, label and check the images, video, sensor and text data used to train models, with a focus on robots and vehicles.",
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    "https://find-and-update.company-information.service.gov.uk/company/12330483",
    "https://find-and-update.company-information.service.gov.uk/company/12330483/filing-history",
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    "https://www.uktech.news/funding/uk-tech-funding-roundup-hexarad-cosine-20240816",
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    },
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    },
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     "trade": false,
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    },
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    },
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    },
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     "amendment": false
    },
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     ],
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    }
   ],
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   "status_detail": "Active on Companies House; last funding verified is the £25m round of 12 July 2023 co-led by Partech and Oxford Science Enterprises. Companies House shows PROLIFIC ACADEMIC LTD. as Active (checked 31 Oct 2026).",
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   "description": "Prolific was founded in 2014 by Phelim Bradley, its chief executive; its UK company is Prolific Academic Ltd. It gives researchers and AI developers access to a pool of verified, paid participants for studies and for human data used to train and test AI models; TechCrunch reported a network of 120,000 participants in 2023. It describes itself as having been bootstrapped. On 12 July 2023 it announced £25m (about US$32m) co-led by Partech and Oxford Science Enterprises, when it had more than 100 employees. No later round was verified in this session. [Round 6, 30 Oct 2026] headcount: 180 employees (YC listing, 2026-10); YC Summer 2019 [Round 6 profile, 30 Oct 2026] founded: 2014 (UKTN); hq: London (England: London); headcount: over 100 — 2023-07-13 — https://www.uktech.news/ai/ai-review-software-20230713; what it does: An online platform where researchers and AI companies recruit and pay members of the public to take part in studies and to test and rate AI models.; usage or revenue as published: about 120,000 active human reviewers; more than 100m USD paid to its reviewing community since launch; profitable since 2020 — 2023-07-13 — https://www.uktech.news/ai/ai-review-software-20230713; status now: Active per existing record; no 2025–2026 page opened this round.",
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    }
   ],
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     "name": "Phelim Bradley",
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  {
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   "status_detail": "Active on Companies House; last verified funding is US$125m disclosed on 14 November 2024 (a US$25m seed led by Boldstart and GV, and a US$100m Series A led by Index Ventures). Companies House shows TESSL AI LIMITED as Active (checked 31 Oct 2026).",
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   "description": "Tessl was set up in London in 2024 by Guy Podjarny, its chief executive, who earlier founded the developer security company Snyk. It sells tools that give coding agents \"structured, versioned context\" so that teams can use agents to write and maintain software. Its investors are Index Ventures, GV, Boldstart and Accel. On 14 November 2024 UKTN reported US$125m raised: a US$25m seed led by Boldstart Ventures and GV and a US$100m Series A led by Index Ventures, at a valuation reported as \"as much as $750m\". Its company footer gives 210 Pentonville Road, London. [Round 6, 30 Oct 2026] partnership: 2026-03-17: Snyk security scores on every public skill in the Tessl Registry; new skills scanned by Snyk's Batch Skill Analysis API before listing; Tessl CLI warns at install time [Round 6, 30 Oct 2026] people: Guy Podjarny — founder and CEO (2026-03) [Round 6 profile, 30 Oct 2026] founded: 2024 (UKTN: Podjarny launched Tessl in February 2024); hq: London (England: London) — registered office printed as 210 Pentonville Road, London; what it does: Tools for \"spec-driven\" software development, where people write specifications and AI coding agents write the code. Its registry holds specifications and evaluated \"skills\" that tell agents how to use libraries correctly.; usage or revenue as published: \"more than 10,000 pre-built specs\" — 2025-09-23 — https://tessl.io/blog/tessl-launches-spec-driven-framework-and-registry; review evaluations for \"over 2,000 skills\" — 2026-01-29 — https://tessl.io/blog/skills-are-software-and-they-need-a-lifecycle-introducing-skills-on-tessl; status now: Active; London-based maker of spec-driven development tools and an agent-skills registry, led by founder Guy Podjarny.",
   "uk_status": "uk",
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     "source": "https://tessl.io/about"
    },
    {
     "name": "Dru Knox",
     "role": "Head of Product",
     "from": null,
     "source": "https://tessl.io/about"
    },
    {
     "name": "Maurilio Cometto",
     "role": "Head of Engineering",
     "from": null,
     "source": "https://tessl.io/about"
    },
    {
     "name": "Guy Podjarny",
     "role": "founder and CEO",
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     "source": "https://snyk.io/blog/snyk-tessl-partnership/",
     "round4": true
    },
    {
     "name": "Guy Podjarny",
     "role": "Founder and CEO",
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     "source": "https://tessl.io/blog/tessl-launches-spec-driven-framework-and-registry",
     "round4": true
    },
    {
     "name": "Simon Maple",
     "role": "Head of Developer Relations",
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     "source": "https://tessl.io/blog/tessl-launches-spec-driven-framework-and-registry",
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     "txt": "US$100m",
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     "fx_date": "2024-11-14",
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     "txt": "US$750m",
     "gbp_txt": "£590.2m"
    }
   ],
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   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "AI development and training"
   ],
   "sectors": [
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    "coding agents",
    "developer tools"
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   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
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   "package1_id": "biz-tessl",
   "type": "Companies",
   "category": "developer tools and coding agents",
   "function": "Makes a platform that gives AI coding agents structured, versioned instructions so software teams can build and maintain code with them.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/15532364",
    "https://snyk.io/blog/snyk-tessl-partnership/",
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      "$25m seed round led by boldstart ventures and GV",
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      "London-based AI firm\" (Thu 14 Nov 2024)"
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     ],
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    },
    {
     "url": "https://snyk.io/blog/snyk-tessl-partnership/",
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     ],
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     "amendment": false
    },
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     "url": "https://tessl.io/blog/announcing-our-series-a-for-ai-native-software-development/",
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      "an April $25M seed round led by boldstart and GV"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tessl.io/blog/tessl-launches-spec-driven-framework-and-registry",
     "quotes": [
      "more than 10,000 pre-built specs that explain how to avoid API hallucinations and version mixups."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tessl.io/blog/skills-are-software-and-they-need-a-lifecycle-introducing-skills-on-tessl",
     "quotes": [
      "Announcing skills on Tessl: the package manager for agent skills."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tessl.io/blog/announcing-tessl-the-ai-native-development-startup",
     "quotes": [
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     ],
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     "trade": false,
     "amendment": false
    },
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     "url": "https://www.uktech.news/cybersecurity/snyk-founder-guy-podjarny-steps-down-from-board-20250305",
     "quotes": [
      "(trade) — \"Podjarny founded a new business, software development platform Tessl, last year"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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    "AI development and training"
   ],
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   "confidence_raw": "verified",
   "depts": [
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     "dept": "developer tools and coding agents",
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   ],
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   "location": "210 Pentonville Road, London (N1 9JY)",
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   "ext_links": [
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     "id": "BIZ-INV-014",
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   ],
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  {
   "id": "BIZ-SW-007",
   "name": "Hazy",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2024-11-12",
   "status_detail": "SAS announced on 12 November 2024 that it had bought Hazy's principal software assets; Hazy Limited passed a special resolution to wind up on 17 February 2025 (members' voluntary liquidation with a declaration of solvency) and remains in liquidation.",
   "one_line": "Made software that produced artificial copies of sensitive datasets for banks and others to use safely; its software was sold to SAS in 2024.",
   "description": "Hazy was incorporated in London in June 2017 as Anon AI Limited and renamed Hazy Limited in February 2019. It began as a UCL AI spin-out and was led by chief executive Harry Keen. It sold synthetic data software: it generated artificial datasets with the statistical shape of real customer data so that firms could build and test systems without exposing personal records. In March 2023 it raised a Series A of US$9m led by Conviction, with Nationwide and Wells Fargo. On 12 November 2024 SAS, the US analytics company, announced it had acquired \"the principal software assets of Hazy\", with a first preview in SAS products expected in early 2025. The company then entered a members' voluntary liquidation (resolution 17 February 2025; declaration of solvency filed 4 March 2025); the liquidators filed a statement of receipts and payments in April 2026. [Round 6, 30 Oct 2026] former_name: Anon AI (pre-seed January 2018; renamed Hazy by May 2018) [Round 6, 30 Oct 2026] founders: Harry Keen — CEO; James Arthur — co-founder (ex-CTO, Opendesk); Dr Fintan Nagle — co-founder (UCL visual neuroscientist) [Round 6, 30 Oct 2026] funding_history: Pre-seed £340,000 (2018-01); $1m M12 Innovate AI award plus $500,000 Azure credits (2018-05); $1.8m seed, total seed $2.8m (2018-08) [Round 6, 30 Oct 2026] named_customer_use: GOV.UK PETs repository case study: Accenture used Hazy synthetic data for vulnerable-customer prototypes, launching \"8 times faster than expected\" (added 2023-06) [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Liquidation; solvent liquidation; insolvency page read",
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    "registered_office": "Pearl Assurance House, 319 Ballards Lane, London, N12 8LY",
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    ],
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     "source": "https://thestack.technology/synthetic-data-hazy-series-a"
    },
    {
     "name": "Harry Keen",
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    },
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   ],
   "money": [
    {
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    "AI security and assurance"
   ],
   "sectors": [
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    "synthetic data",
    "financial services"
   ],
   "confidence": "verified",
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   "type": "Companies",
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   "function": "Made software that produced artificial copies of sensitive datasets for banks and others to use safely; its software was sold to SAS in 2024.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.sas.com/en_gb/news/press-releases/2024/november/hazy-syntheticdata.html",
    "https://find-and-update.company-information.service.gov.uk/company/10804708",
    "https://thestack.technology/synthetic-data-hazy-series-a",
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      "with an initial preview expected in early 2025"
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    },
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     "quotes": [
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     ],
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     "trade": false,
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    },
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   ],
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  },
  {
   "id": "BIZ-SW-008",
   "name": "Monolith AI",
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "evaluation, testing and observability",
     "div": "evaluation-testing-and-observability"
    }
   ],
   "div_label": "Evaluation, testing and observability",
   "location": "Oxford (operating base per releases); registered office London (EC4A 3TW)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-007",
     "name": "Oxford Science Enterprises",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-007",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-008",
     "name": "IP Group",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-008",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-092",
     "name": "Peter Schrammel",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-092",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-092",
     "name": "Peter Schrammel",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-092",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "University of Oxford"
    },
    {
     "kind": "funded_by",
     "name": "AlbionVC"
    },
    {
     "kind": "funded_by",
     "name": "Parkwalk Advisors"
    },
    {
     "kind": "funded_by",
     "name": "Citi"
    },
    {
     "kind": "funded_by",
     "name": "Innovate UK"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-011",
   "name": "Mind Foundry",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active on Companies House; on 27 January 2026 Parkwalk Advisors and Oxford Science Enterprises Holdings II were each notified as holding more than 25%; its recent news is mainly defence work. Companies House shows MIND FOUNDRY LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "An Oxford University spin-out that makes AI software to turn sensor data into findings people can trust, now sold mainly for defence and security.",
   "description": "Mind Foundry Limited was incorporated in November 2015 and describes itself as \"an Oxford University AI company\". Package 1 recorded it as co-founded by Oxford professors Stephen Roberts and Michael Osborne and first sold to insurers; those pages were not re-opened. Its own site now says it \"helps organisations turn complex sensor data into trusted insight\", and its newsroom is dominated by defence items, including a Royal Navy contract with Saab UK funded through the Defence and Security Accelerator. Its head office is Ewert House, Oxford. Companies House shows Parkwalk Advisors and Oxford Science Enterprises Holdings II as significant shareholders from 27 January 2026. It may fit the defence or assurance pages better. [Round 4, 30 Oct 2026] SAFETY & ASSURANCE: Oxford University spin-out building AI for defence and insurance; in the LASR AI supply-chain security cohort and a government assurance case study. [Round 6 profile, 30 Oct 2026] founded: 2016 (UKTN 2021); hq: Oxford (England: South East); what it does: An Oxford University spin-out building AI systems for public-sector and private-sector organisations.; status now: Active per existing record; no 2025–2026 page opened this round. [Round 8, 30 Oct 2026] Listed by the Services and skills file as an Oxford AI consultancy (row B10-050); under the file's own rule (over 50% of revenue from licensed products goes to the producer category) it stays in Software and is not cross-listed. (Services and skills file, row B10-050, line 930.) [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 124) cross-listed under Cyber security: selected for the February 2026 LASR supply-chain security cohort to secure edge AI in national security settings (file cites mindfoundry.ai and plexal.com).",
   "uk_status": "uk",
   "company": {
    "ch_number": "09882159",
    "registered_office": "9400 Garsington Road, Oxford Business Park, Oxford, United Kingdom, OX4 2HN",
    "incorporated": "2015-11-20",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09882159",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09882159",
    "ch_note": null,
    "legal_name": "MIND FOUNDRY LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "Ewert House, Ewert Place, Oxford (OX2 7DD)",
    "postcode": "OX2 7DD",
    "lat": 51.776794,
    "lng": -1.262527,
    "region": "England: South East",
    "admin_district": "Oxford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "null (no leadership page opened)",
     "role": null,
     "from": null,
     "source": null
    },
    {
     "name": "Lindsay Chadwick",
     "role": "Chief Operating Officer (previously at ARIA)",
     "from": "date not published",
     "source": "https://mindfoundry.ai/about-us/leadership",
     "round4": true
    },
    {
     "name": "Jazz Kang",
     "role": "Director of Finance (previously at ARIA and Satellite Applications Catapult)",
     "from": "date not published",
     "source": "https://mindfoundry.ai/about-us/leadership",
     "round4": true
    },
    {
     "name": "Brian Mullins",
     "role": "CEO",
     "from": null,
     "source": "https://www.mindfoundry.ai/resources/series-a",
     "round4": true
    },
    {
     "name": "Stephen Roberts",
     "role": "co-founder (Professor, University of Oxford)",
     "from": null,
     "source": "https://www.mindfoundry.ai/resources/series-a",
     "round4": true
    },
    {
     "name": "Michael Osborne",
     "role": "co-founder (Professor, University of Oxford)",
     "from": null,
     "source": "https://www.mindfoundry.ai/resources/series-a",
     "round4": true
    },
    {
     "name": "Stephen Roberts",
     "role": "Co-founder",
     "from": "2016",
     "source": "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621",
     "round4": true
    },
    {
     "name": "Michael Osborne",
     "role": "Co-founder",
     "from": "2016",
     "source": "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI security and assurance"
   ],
   "sectors": [
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    "insurance (earlier)"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-mind-foundry",
   "type": "Companies",
   "category": "defence",
   "function": "An Oxford University spin-out that makes AI software to turn sensor data into findings people can trust, now sold mainly for defence and security.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.mindfoundry.ai/contact",
    "https://www.mindfoundry.ai/resources/newsroom",
    "https://find-and-update.company-information.service.gov.uk/company/09882159",
    "https://find-and-update.company-information.service.gov.uk/company/09882159/persons-with-significant-control",
    "https://www.uktech.news/news/this-oxford-university-startup-wants-to-bring-humans-and-ai-together-to-solve-real-world-problems-bags-104m-20201110",
    "https://www.plexal.com/news/lasr-ai-supply-chain-security-startups-strengthen-critical-ai-resilience/",
    "https://www.gov.uk/ai-assurance-techniques/mind-foundry-using-continuous-metalearning-to-govern-ai-models-used-for-fraud-detection-in-insurance",
    "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621"
   ],
   "source_quotes": [
    {
     "url": "https://www.mindfoundry.ai/contact",
     "quotes": [
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      "an Oxford University AI company operating at the intersection of innovation, research, and usability"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.mindfoundry.ai/resources/newsroom",
     "quotes": [
      "Mind Foundry helps organisations turn complex sensor data into trusted insight",
      "Saab UK awarded a LookOut Phase 3 Contract in Collaboration with Mind Foundry"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09882159",
     "quotes": [
      "MIND FOUNDRY LIMITED\" \"Active\" \"9400 Garsington Road, Oxford Business Park, Oxford, United Kingdom, OX4 2HN\" \"20 November 2015"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09882159/persons-with-significant-control",
     "quotes": [
      "Parkwalk Advisors Ltd\" \"27 January 2026",
      "Oxford Science Enterprises Holdings Ii Limited\" \"27 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/this-oxford-university-startup-wants-to-bring-humans-and-ai-together-to-solve-real-world-problems-bags-104m-20201110",
     "quotes": [
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     ],
     "accessed": "2026-10-29",
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     "amendment": false
    },
    {
     "url": "https://www.plexal.com/news/lasr-ai-supply-chain-security-startups-strengthen-critical-ai-resilience/",
     "quotes": [
      "Mind Foundry is a UK sovereign AI company spun out of the University of Oxford, providing responsible solutions for defence"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/ai-assurance-techniques/mind-foundry-using-continuous-metalearning-to-govern-ai-models-used-for-fraud-detection-in-insurance",
     "quotes": [
      "Mind Foundry worked with Aioi Nissay Dowa Insurance (ANDE-UK) to understand the patterns of fraud"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621",
     "quotes": [
      "(trade) — \"Mind Foundry develops AI solutions that help organisations in the public and private sectors"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "defence",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Ewert House, Ewert Place, Oxford (OX2 7DD)",
   "status_group": "active",
   "ext_links": [
    {
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     "id": "BIZ-INV-007",
     "name": "Oxford Science Enterprises",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-007",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-007",
     "name": "Oxford Science Enterprises",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-007",
     "page_label": "Investors"
    },
    {
     "kind": "spun_out_of",
     "id": "UNI:oxford",
     "name": "Universities: oxford",
     "page": "universities",
     "href": "https://hazy-wreath-hez6.here.now/oxford/",
     "page_label": "UK Universities AI Universe (new tab)"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-DEF-014",
     "name": "Skyral",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-014",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-DEF-015",
     "name": "Sintela",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-015",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SU-DEF-013",
     "name": "Mind Foundry",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-013",
     "page_label": "Start-ups"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2060",
     "name": "Jiro Okochi",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2060",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-TAL-2061",
     "name": "Stephen Roberts",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2061",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2061",
     "name": "Stephen Roberts",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2061",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founded_by",
     "id": "BIZ-TAL-2062",
     "name": "Michael Osborne",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2062",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2062",
     "name": "Michael Osborne",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2062",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2063",
     "name": "Lindsay Chadwick",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2063",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2064",
     "name": "Davide Zilli",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2064",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2065",
     "name": "Al Bowman",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2065",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2066",
     "name": "Tom Bartley",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2066",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2067",
     "name": "Nick Sherman",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2067",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2068",
     "name": "Zenjiro Hamada",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2068",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2069",
     "name": "Alistair Garfoot",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2069",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-2070",
     "name": "Jazz Kang",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-2070",
     "page_label": "Talent"
    },
    {
     "kind": "member_of",
     "id": "BIZ-SAFE-2023",
     "name": "Laboratory for AI Security Research (LASR)",
     "page": "safety",
     "href": "../safety/#org=BIZ-SAFE-2023",
     "page_label": "Safety"
    }
   ],
   "label_links": [
    {
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     "name": "University of Oxford"
    },
    {
     "kind": "funded_by",
     "name": "Parkwalk Advisors"
    },
    {
     "kind": "partner_of",
     "name": "Saab UK"
    },
    {
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     "name": "University of Oxford"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-012",
   "name": "V7",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Active on Companies House; last funding verified is the Series A reported on 1 December 2022 (£27m, about US$33m) led by Radical Ventures and Temasek. Companies House shows V7 LTD as Active (checked 31 Oct 2026).",
   "one_line": "Makes software for labelling images, video and documents to train AI models, and a tool that uses AI models to process business documents.",
   "description": "V7 Ltd was incorporated in London in August 2018; Alberto Rizzoli is chief executive. It began with a \"data engine\" for building computer-vision AI, used to label and manage training images and video, and later added V7 Go, which uses AI models to automate document-based work. In late 2022 it raised a Series A of £27m, led jointly by Radical Ventures and Temasek with Air Street Capital, Amadeus Capital Partners and Partech; individual backers included François Chollet and Oriol Vinyals. No later round was verified in this session (the company site could not be opened). [Round 4, 30 Oct 2026] programme / one_line: member_of: Tech Nation Future Fifty (May 2025); listed as \"V7 Labs\" with AI agents for finance, healthcare and insurance [Round 4, 30 Oct 2026] links: portfolio_of: Air Street Capital (Epoch I, UK) [Round 6, 30 Oct 2026] latest_round_detail: Series A $33m / £27.4m co-led by Radical Ventures and Temasek, with Air Street Capital, Amadeus Capital, Partech (2022-11); CEO Alberto Rizzoli [Round 6 profile, 30 Oct 2026] founded: 2018 (UKTN); hq: London (England: London); what it does: Software that automates the labelling of images and video used to train computer-vision AI; it describes itself as \"the data engine to build and improve AI for computer vision\".; status now: Active per existing record; no 2025–2026 page opened this round.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11499928",
    "registered_office": "60 Margaret Street, London, England, W1W 8TF",
    "incorporated": "2018-08-03",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11499928",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11499928",
    "ch_note": null,
    "legal_name": "V7 LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "60 Margaret Street, London (W1W 8TF)",
    "postcode": "W1W 8TF",
    "lat": 51.516586,
    "lng": -0.140424,
    "region": "England: London",
    "admin_district": "Westminster",
    "geocoded": "postcodes.io"
   },
   "people": [
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     "name": "Alberto Rizzoli",
     "role": "CEO",
     "from": null,
     "source": "https://businesscloud.co.uk/news/v7-raises-27m-to-help-teams-build-robust-ai/"
    },
    {
     "name": "Alberto Rizzoli",
     "role": "CEO",
     "from": "null (in post 2022-11)",
     "source": "https://www.uktech.news/ai/v7-ai-funding-20221129",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 27000000,
     "currency": "GBP",
     "date": "2022-12-01",
     "detail": "Series A led by Radical Ventures and Temasek (date is the article date)",
     "raw": "funding_round: 27000000 GBP 2022-12-01 — Series A led by Radical Ventures and Temasek (date is the article date)",
     "amount_gbp": 27000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£27m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Perceptual systems",
    "AI implementation"
   ],
   "sectors": [
    "data labelling",
    "computer vision",
    "document automation"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-v7",
   "type": "Companies",
   "category": "data labelling",
   "function": "Makes software for labelling images, video and documents to train AI models, and a tool that uses AI models to process business documents.",
   "affiliation": "Software and tools",
   "sources": [
    "https://businesscloud.co.uk/news/v7-raises-27m-to-help-teams-build-robust-ai/",
    "https://find-and-update.company-information.service.gov.uk/company/11499928",
    "https://find-and-update.company-information.service.gov.uk/company/11499928/officers",
    "https://technation.io/unveils-latest-cohort-of-tech-scaleups-at-number-10/",
    "https://www.airstreet.com/portfolio",
    "https://www.uktech.news/ai/v7-ai-funding-20221129"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/v7-raises-27m-to-help-teams-build-robust-ai/",
     "quotes": [
      "a data engine to build and improve AI for computer vision",
      "£27m Series A jointly led by Radical Ventures and Temasek (posted 1 December 2022)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11499928",
     "quotes": [
      "V7 LTD\" \"Active\" \"60 Margaret Street, London, England, W1W 8TF\" \"3 August 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11499928/officers",
     "quotes": [
      "RIZZOLI, Alberto\" Director \"3 August 2018\" (active)",
      "EDWARDSSON, Simon\" Director \"3 August 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://technation.io/unveils-latest-cohort-of-tech-scaleups-at-number-10/",
     "quotes": [
      "Work AI Agents for productivity in finance, healthcare, and insurance."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.airstreet.com/portfolio",
     "quotes": [
      "V7",
      "Computer vision data platform",
      "UK"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/v7-ai-funding-20221129",
     "quotes": [
      "V7 is well-positioned to become the industry standard for managing data in modern AI workflows,\" (trade)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Perceptual systems",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data labelling",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "60 Margaret Street, London (W1W 8TF)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-025",
     "name": "Radical Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-025",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-022",
     "name": "Temasek",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-022",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-009",
     "name": "Air Street Capital",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-009",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-049",
     "name": "Partech",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-049",
     "page_label": "Investors"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-INV-009",
     "name": "Air Street Capital",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-009",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-INV-009",
     "name": "Air Street Capital",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-009",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Amadeus Capital Partners"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-013",
   "name": "Fetch.ai",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Trading through a new company, Fetch.ai Limited (incorporated 27 January 2024); the original Fetch.ai Limited of 2018 was renamed FAI Realisations 2024 Limited on 7 February 2024 and has been in administration since 23 January 2024 (second administration from 26 January 2026). On 19 November 2025 it launched ASI:One. Companies House shows FETCH.AI LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Makes software for building, finding and running AI agents that act for people and businesses, including a consumer app that coordinates brand agents.",
   "description": "Fetch.ai was founded by Humayun Sheikh, its chief executive. It describes itself as building \"infrastructure for the Agentic Web\": Agentverse, an open directory of agents; Fetch Business, for brands to publish verified agents; and ASI:One, a personal AI that coordinates other agents, launched in November 2025. It is part of the Artificial Superintelligence Alliance with crypto-token projects. Its first UK company (2018) went into administration on 23 January 2024 and was renamed FAI Realisations 2024 Limited; a new Fetch.ai Limited, incorporated 27 January 2024 and controlled by Mr Sheikh, carries the name. The company says it is based in Cambridge, UK, and Menlo Park, California. [Round 6 profile, 30 Oct 2026] founded: 2017 (UKTN 2021 Cambridge list); hq: Cambridge (England: East of England); what it does: Builds a blockchain-based platform where software \"agents\" representing people or machines trade and coordinate, with machine learning on a shared ledger; the network runs on its own token, FET.; usage or revenue as published: a multi-agent system integrated with over 700,000 hotels (unnamed) — 2021-03-15 — UKTN; status now: Active per existing record (existing records DEAL-SW-017/018 show 2024 collapse and rename events, not re-checked).",
   "uk_status": "uk",
   "company": {
    "ch_number": "15446341",
    "registered_office": "18 Langton Place, Bury St Edmunds, Suffolk, England, IP33 1NE",
    "incorporated": "2024-01-27",
    "legal_form": "ltd",
    "owner_or_acquirer": "null (Humayun Sheikh holds 75% or more)",
    "headcount": null,
    "ch_number_clean": "15446341",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15446341",
    "ch_note": null,
    "legal_name": "FETCH.AI LIMITED",
    "previous_names": [
     "FETCH.AI 2024 LIMITED (2024)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "Cambridge (stated base; registered office IP33 1NE)",
    "postcode": "IP33 1NE",
    "lat": 52.244099,
    "lng": 0.713844,
    "region": "England: East of England",
    "admin_district": "West Suffolk",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Humayun Sheikh",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20251119088395/en"
    },
    {
     "name": "Humayun Sheikh",
     "role": "CEO",
     "from": "null (in post 2021-03)",
     "source": "https://www.uktech.news/news/cambridge-based-fetch-ai-by-deepmind-pioneers-scores-3-6m-for-developing-decentralised-ai-20210315",
     "round4": true
    },
    {
     "name": "Thomas Hain",
     "role": "Co-founder",
     "from": "2017",
     "source": "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510",
     "round4": true
    },
    {
     "name": "Toby Simpson",
     "role": "Co-founder",
     "from": "2017",
     "source": "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "agents and automation",
    "AI agents",
    "agent marketplace",
    "crypto tokens"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-fetch-ai",
   "type": "Companies",
   "category": "agents and automation",
   "function": "Makes software for building, finding and running AI agents that act for people and businesses, including a consumer app that coordinates brand agents.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.businesswire.com/news/home/20251119088395/en",
    "https://find-and-update.company-information.service.gov.uk/company/15446341",
    "https://find-and-update.company-information.service.gov.uk/company/15446341/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/company/11203766",
    "https://find-and-update.company-information.service.gov.uk/company/11203766/insolvency",
    "https://www.uktech.news/news/cambridge-based-fetch-ai-by-deepmind-pioneers-scores-3-6m-for-developing-decentralised-ai-20210315",
    "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510"
   ],
   "source_quotes": [
    {
     "url": "https://www.businesswire.com/news/home/20251119088395/en",
     "quotes": [
      "CAMBRIDGE, England & MENLO PARK, Calif.",
      "Fetch is building the foundational infrastructure for the Agentic Web.",
      "Humayun Sheikh, CEO and founder of Fetch",
      "Based in Cambridge, UK, and Menlo Park, California"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15446341",
     "quotes": [
      "FETCH.AI LIMITED\" \"Active\" \"18 Langton Place, Bury St Edmunds, Suffolk, England, IP33 1NE\" \"27 January 2024\" \"FETCH.AI 2024 LIMITED"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15446341/persons-with-significant-control",
     "quotes": [
      "Mr Humayun Munir Sheikh\" \"27 January 2024\" \"Ownership of shares – 75% or more"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11203766",
     "quotes": [
      "FAI REALISATIONS 2024 LIMITED\" \"In Administration\" \"FETCH.AI LIMITED\" \"13 Feb 2018 - 07 Feb 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11203766/insolvency",
     "quotes": [
      "In administration\" \"Administration started: 23 January 2024",
      "Administration started: 26 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/cambridge-based-fetch-ai-by-deepmind-pioneers-scores-3-6m-for-developing-decentralised-ai-20210315",
     "quotes": [
      "(trade) — \"The platform is powered by its native token FET."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510",
     "quotes": [
      "(trade) — \"Fetch.AI is a blockchain-based application development platform."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "agents and automation",
     "div": "agents-and-automation"
    }
   ],
   "div_label": "Agents and automation",
   "location": "Cambridge (stated base; registered office IP33 1NE)",
   "status_group": "active",
   "ext_links": [
    {
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     "id": "BIZ-TAL-093",
     "name": "Humayun Sheikh",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-093",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-093",
     "name": "Humayun Sheikh",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-093",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-093",
     "name": "Humayun Sheikh",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-093",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "partner_of",
     "name": "Artificial Superintelligence Alliance"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-014",
   "name": "Cosine",
   "bucket": "co",
   "status": "active",
   "status_date": "2024-08-12",
   "status_detail": "Raised US$2.5m reported on 12 August 2024; no later event verified.",
   "one_line": "Makes Genie, an AI software engineer that fixes bugs, builds features and rewrites code on its own or with human developers.",
   "description": "Cosine is a Y Combinator-backed company led by chief executive Alistair Pullen and chief operating officer Yang Li. Its product, Genie, is an AI \"Artificial Developer\" that can \"solve bugs, build features, refactor code\". In August 2024 it raised US$2.5m from SOMA and Uphonest with Lakestar and Focal. Tech.eu calls it a UK start-up \"based between San Francisco and London\". No Companies House record was found under the name Cosine, so its UK company is not confirmed. [Round 4, 30 Oct 2026] LABS: British AI lab building its own advanced models and coding agents; given UK AIRR compute through Sovereign AI. [Round 6, 30 Oct 2026] public compute: AIRR compute from the Sovereign AI Unit (2026-04-16); co-founder Yang Li [Round 6, 30 Oct 2026] key_facts: Selected as one of the first partners in the UK's £500m Sovereign AI programme; awarded 500,000 GPU hours on Isambard-AI via AIRR; platform supports 38+ languages incl. Fortran, COBOL, Ada, Verilog; can run fully inside a customer's infrastructure offline; works with UK defence primes and CNI operators (unnamed) (2026-04-17) [Round 6, 30 Oct 2026] total_funding: $8m raised in total; investors named Lakestar, SOMA Capital, Gaingels; Sovereign AI Fund's venture arm has an option to join the next round (2026-04-17) [Round 6, 30 Oct 2026] headcount / products: Team size 12 (YC profile, 2026-10); YC Winter 2023; products Cosine 3.0, Cosine CLI, Genie; five open roles in London [Round 6, 30 Oct 2026] founders: Alistair Pullen — CEO and co-founder; Yang Li — COO and co-founder; founded 2022 [Round 6 profile, 30 Oct 2026] founded: 2022 (UKTN); hq: null (UKTN does not state); what it does: Builds Genie, an AI coding agent (\"Artificial Developer\") that fixes bugs, builds features and refactors code alone or alongside human developers. Backed by Y Combinator.; usage or revenue as published: 30% on the SWE-Bench coding benchmark (company claim) — 2024-08-13 — UKTN; status now: Active per existing record; no 2025–2026 page opened this round. [Labs Round 7, 30 Oct 2026] founders: Yang Li (co-founder) [Labs Round 7, 30 Oct 2026] models_released: Lumen Sovereign in development with HSBC, Lloyds and NatWest (Jul 2026) — new record BIZ-LAB-3008 [Labs Round 7, 30 Oct 2026] people: Alistair Pullen (co-founder, chief executive); Yang Li (co-founder, chief operating officer); James White (chief commercial officer) [Labs Round 7, 30 Oct 2026] founded: Timeline starts 2022 (no formal founding year stated) [Labs Round 7, 30 Oct 2026] key_facts: 30% on SWE-bench as an alpha design partner for GPT-4 Turbo (2024, per company timeline) [Labs Round 7, 30 Oct 2026] headcount: About 30 (FT headline, 11 Aug 2026, as listed on Cosine's newsroom; FT page not opened) [Labs Round 7, 30 Oct 2026] models_released: Lumen Sovereign (in training, target late 2026) — new record BIZ-LAB-3008; Lumen Outpost (cyber-security model, used with Mimic, Aug 2026); Scout (named on About page) [Labs Round 7, 30 Oct 2026] compute: 500,000 GH200 GPU-hour budget on Isambard-AI for Lumen Sovereign, backed by the UK Government's £500m Sovereign AI programme (June 2026) [Labs Round 7, 30 Oct 2026] self_description: \"UK-based AI research lab\"; GOV.UK calls it \"a British sovereign AI frontier lab\" [Labs Round 7, 30 Oct 2026] own_model_plan: Lumen Sovereign: 1T-parameter intermediate checkpoint with 49.2B active; alpha 2026 Q4, commercial launch 2027 Q1; also Lumen Scout and Lumen Outpost",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (and San Francisco)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Alistair Pullen",
     "role": "CEO",
     "from": null,
     "source": "https://tech.eu/2024/08/12/uk-ai-startup-cosine-raises-2-5m-for-its-ai-developer-outperforming-human-coders/"
    },
    {
     "name": "Yang Li",
     "role": "COO",
     "from": null,
     "source": null
    },
    {
     "name": "Yang Li",
     "role": "co-founder",
     "from": null,
     "source": "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
     "round4": true
    },
    {
     "name": "Alistair Pullen",
     "role": "CEO and co-founder",
     "from": "2022",
     "source": "https://tech.eu/2026/04/17/cosine-goes-from-benchmark-leader-to-cornerstone-of-uk-sovereign-ai-strategy/",
     "round4": true
    },
    {
     "name": "Yang Li",
     "role": "COO and co-founder",
     "from": "2022",
     "source": "https://tech.eu/2026/04/17/cosine-goes-from-benchmark-leader-to-cornerstone-of-uk-sovereign-ai-strategy/",
     "round4": true
    },
    {
     "name": "Alistair Pullen",
     "role": "Co-founder and CEO",
     "from": "2022",
     "source": "https://www.uktech.news/ai/uk-ai-startup-cosine-developer-20240813",
     "round4": true
    },
    {
     "name": "Yang Li",
     "role": "Co-founder and COO",
     "from": "2022",
     "source": "https://www.uktech.news/ai/uk-ai-startup-cosine-developer-20240813",
     "round4": true
    },
    {
     "name": "Sam Stenner",
     "role": "Co-founder",
     "from": "2022",
     "source": "https://www.uktech.news/ai/uk-ai-startup-cosine-developer-20240813",
     "round4": true
    },
    {
     "name": "Yang Li",
     "role": "co-founder",
     "from": null,
     "source": "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
     "round4": true
    },
    {
     "name": "Alistair Pullen",
     "role": "co-founder and chief executive",
     "from": null,
     "source": "https://cosine.sh/about",
     "round4": true
    },
    {
     "name": "James White",
     "role": "chief commercial officer",
     "from": null,
     "source": "https://cosine.sh/about",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2500000,
     "currency": "USD",
     "date": "2024-08-12",
     "detail": "round with SOMA, Uphonest, Lakestar and Focal",
     "raw": "funding_round: 2500000 USD 2024-08-12 — round with SOMA, Uphonest, Lakestar and Focal",
     "amount_gbp": 1955417,
     "fx_rate": 1.2785,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2785 per £ on 2024-08-12",
     "fx_date": "2024-08-12",
     "fx_note": "",
     "txt": "US$2.5m",
     "gbp_txt": "£2m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "AI development and training"
   ],
   "sectors": [
    "developer tools and coding agents",
    "coding agents"
   ],
   "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": "Makes Genie, an AI software engineer that fixes bugs, builds features and rewrites code on its own or with human developers.",
   "affiliation": "Software and tools",
   "sources": [
    "https://tech.eu/2024/08/12/uk-ai-startup-cosine-raises-2-5m-for-its-ai-developer-outperforming-human-coders/",
    "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
    "https://tech.eu/2026/04/17/cosine-goes-from-benchmark-leader-to-cornerstone-of-uk-sovereign-ai-strategy/",
    "https://www.ycombinator.com/companies/cosine",
    "https://www.uktech.news/ai/uk-ai-startup-cosine-developer-20240813",
    "https://www.amlintelligence.com/2026/07/news-hsbc-lloyds-and-natwest-to-develop-uks-first-sovereign-ai-model/",
    "https://cosine.sh/about",
    "https://cosine.sh/newsroom",
    "https://cosine.sh/blog/building-lumen-sovereign-uk-industry-coalition",
    "https://cosine.sh/lumen-sovereign"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2024/08/12/uk-ai-startup-cosine-raises-2-5m-for-its-ai-developer-outperforming-human-coders/",
     "quotes": [
      "$2.5 million",
      "Based between San Francisco and London",
      "solve bugs, build features, refactor code"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/ai-firms-pioneering-drug-discovery-cheaper-supercomputing-and-more-get-first-backing-through-uks-sovereign-ai",
     "quotes": [
      "a British sovereign AI frontier lab developing advanced models and coding agents"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/04/17/cosine-goes-from-benchmark-leader-to-cornerstone-of-uk-sovereign-ai-strategy/",
     "quotes": [
      "It is the only end-to-end sovereign AI coding platform built, owned, and operated entirely in Britain."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.ycombinator.com/companies/cosine",
     "quotes": [
      "Cosine is a fully agentic SWE that allows you to instantly work on every single ticket at once, asynchronously."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/uk-ai-startup-cosine-developer-20240813",
     "quotes": [
      "(trade) — \"The round was led by Uphonest and SOMA Capital, with participation from Lakestar, Focal, and others."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.amlintelligence.com/2026/07/news-hsbc-lloyds-and-natwest-to-develop-uks-first-sovereign-ai-model/",
     "quotes": [],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://cosine.sh/about",
     "quotes": [
      "COO & Co-Founder\" (Yang Li) ; \"CEO & Co-Founder\" (Alistair Pullen)"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://cosine.sh/newsroom",
     "quotes": [
      "Can a 30-person start-up build Britain's answer to OpenAI?"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://cosine.sh/blog/building-lumen-sovereign-uk-industry-coalition",
     "quotes": [
      "To deliver Lumen Sovereign by our target of late 2026,"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://cosine.sh/lumen-sovereign",
     "quotes": [
      "a 1T parameter intermediate checkpoint with 49.2B active parameters"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
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     "url": "https://techcrunch.com/?p=1956828",
     "quotes": [
      "a U.K. startup that tries to reduce friction on preparing all the data that's needed",
      "$2.8m co-led by IQ Capital and Mundi Ventures (published 10 March 2020)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10903020",
     "quotes": [
      "SYNTHESIZED LTD\" \"Active\" \"Montacute Yards 185-186 Shoreditch High St, London, England, E1 6HU\" \"7 August 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10903020",
     "quotes": [
      "SYNTHESIZED LTD",
      "Active",
      "7 August 2017",
      "next confirmation statement \"due by 20 August 2026",
      "accounts \"due by 31 October 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://seedcamp.com/our-companies/",
     "quotes": [
      "AI-driven software for generating better quality artificial data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "synthetic and privacy-preserving data",
     "div": "synthetic-and-privacy-preserving-data"
    }
   ],
   "div_label": "Synthetic and privacy-preserving data",
   "location": "London (E1 6HU)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "IQ Capital"
    },
    {
     "kind": "funded_by",
     "name": "Mundi Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Pretiosum Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-018",
   "name": "causaLens",
   "bucket": "co",
   "status": "active",
   "status_date": "2024-09-24",
   "status_detail": "Launched an AI agents platform for decision-making at its Causal AI Conference in London (release of 24 September 2024); no later event verified.",
   "one_line": "Makes software that works out cause and effect in business data and now sells AI agents that help companies make decisions.",
   "description": "causaLens is a London company co-founded by Darko Matovski, its chief executive. It built a platform for \"causal AI\", which models why things happen in data rather than only predicting them, and in September 2024 launched an AI agent platform for decision-making. Package 1 recorded a US$45m Series A in January 2022 co-led by Dorilton Ventures and Molten Ventures; those pages were not re-opened. No Companies House record was found under the name causaLens, so its legal entity is not confirmed. [Round 6, 30 Oct 2026] key_facts: Series A $45m first close led by Dorilton Ventures and Molten Ventures; existing investors Generation Ventures, IQ Capital; GP Bullhound; customers Aviva, TIAA; revenue grew >500% after leaving stealth in January 2021 (announcement date not printed) [Round 6, 30 Oct 2026] key_facts: AI agent platform launched 2024-09-24 at Causal AI Conference, London; customers named Cisco, Scotiabank, GE Vernova, LG; $50m venture capital raised in total [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active; legal name of causaLens [Round 6 profile, 30 Oct 2026] founded: 2016 (UKTN 2021); hq: London (England: London); what it does: Builds \"causal AI\" software that models cause and effect in business and economic data to support forecasts and decisions.; status now: Active per existing record; no 2025–2026 page opened this round.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10237978",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10237978",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10237978",
    "ch_note": null,
    "legal_name": "IMPULSE INNOVATIONS LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "The Ark, Unit 7A, 201 Talgarth Road, London (W6 8BJ)",
    "postcode": "W6 8BJ",
    "lat": 51.490699,
    "lng": -0.219438,
    "region": "England: London",
    "admin_district": "Hammersmith and Fulham",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Darko Matovski",
     "role": "Co-founder and CEO",
     "from": null,
     "source": "https://www.businesswire.com/news/home/20240924312268/en"
    },
    {
     "name": "Darko Matovski",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://causalens.com/causal-ai/startup-series-a-funding-round-45-million",
     "round4": true
    },
    {
     "name": "Maksim Sipos",
     "role": "co-founder",
     "from": null,
     "source": "https://causalens.com/causal-ai/startup-series-a-funding-round-45-million",
     "round4": true
    },
    {
     "name": "Darko Matovski",
     "role": "Founder",
     "from": "2016",
     "source": "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "note",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "null (2022 Series A in Package 1 not re-verified)",
     "kind_as_written": null,
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Knowledge generation"
   ],
   "sectors": [
    "decision intelligence",
    "causal AI",
    "decision-making",
    "AI agents"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-causalens",
   "type": "Companies",
   "category": "decision intelligence",
   "function": "Makes software that works out cause and effect in business data and now sells AI agents that help companies make decisions.",
   "affiliation": "Software and tools",
   "sources": [
    "https://causalens.com/?p=10997",
    "https://www.businesswire.com/news/home/20240924312268/en",
    "https://find-and-update.company-information.service.gov.uk/company/10237978",
    "https://find-and-update.company-information.service.gov.uk/company/10237978/officers",
    "https://causalens.com/causal-ai/startup-series-a-funding-round-45-million",
    "https://causalens.com/news/causalens-launches-revolutionary-ai-agents-platform-for-decision-making-at-the-causal-ai-conference-in-london",
    "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621"
   ],
   "source_quotes": [
    {
     "url": "https://causalens.com/?p=10997",
     "quotes": [
      "LONDON, September 24, 2024",
      "the London-based AI scale-up and causal AI pioneer",
      "The Ark, Unit 7A, 201 Talgarth Road, London, W6 8BJ"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.businesswire.com/news/home/20240924312268/en",
     "quotes": [
      "causaLens Launches Revolutionary AI Agents Platform for Decision-making at the Causal AI Conference in London",
      "Darko Matovski\" co-founder and CEO",
      "London-based"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10237978",
     "quotes": [
      "IMPULSE INNOVATIONS LIMITED\" \"The Ark Unit 7a, 201 Talgarth Road, London",
      "W6 8BJ\" \"Active\" \"17 June 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10237978/officers",
     "quotes": [
      "MATOVSKI, Darko, Dr\" Director \"17 June 2016",
      "IQ CAPITAL DIRECTORS NOMINEES LTD\" Director \"5 April 2019"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://causalens.com/causal-ai/startup-series-a-funding-round-45-million",
     "quotes": [
      "The round was led by Dorilton Ventures and Molten Ventures"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://causalens.com/news/causalens-launches-revolutionary-ai-agents-platform-for-decision-making-at-the-causal-ai-conference-in-london",
     "quotes": [
      "AI agents represent a paradigm shift in AI-powered enterprise decision-making,"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/ai-for-good-startups-in-uk-20210621",
     "quotes": [
      "(trade) — \"London-based causaLens is a pioneering deep-tech company that predicts and optimises the global economy."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "decision intelligence",
     "div": "decision-intelligence"
    }
   ],
   "div_label": "Decision intelligence",
   "location": "The Ark, Unit 7A, 201 Talgarth Road, London (W6 8BJ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-096",
     "name": "Darko Matovski",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-096",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-096",
     "name": "Darko Matovski",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-096",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-2058",
     "name": "Spärck AI Scholarships",
     "page": "services",
     "href": "../services/#org=BIZ-SVC-2058",
     "page_label": "Services and skills"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Dorilton Ventures (Package 1, not re-verified)"
    },
    {
     "kind": "funded_by",
     "name": "Molten Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-019",
   "name": "Mindtech",
   "bucket": "co",
   "status": "wound_down",
   "status_date": "2025-05-15",
   "status_detail": "Mindtech Global Limited is in administration (Companies House status \"In Administration\"; result of creditors' meeting filed 15 May 2025; administration extended 9 March 2026; latest administrator's progress report 29 September 2026); chief executive Steven Harris left the board on 30 April 2025. Administration began 10 March 2025 (Companies House).",
   "one_line": "Makes software that generates artificial training images, using games technology, for companies building AI that sees.",
   "description": "Mindtech is a Sheffield company led by chief executive Steve Harris. Its platform, Chameleon, creates synthetic images and labels them automatically, so that computer-vision systems can be trained without collecting and labelling real footage. In March 2022 it raised US$3.7m (£2.8m) led by Appen, a supplier of AI training data, and later raised £4.4m in a round led by Edge with Mercia Ventures and the Northern Powerhouse Investment Fund. Its UK company, Mindtech Global Limited (incorporated 30 August 2017), moved its registered office from Sheffield to London in October 2023 and is now in administration: a creditors' meeting result was filed on 15 May 2025, the administration was extended on 9 March 2026, and the latest administrator's progress report was filed on 29 September 2026. The date administration began could not be read (the insolvency page would not open). \"wound_down\" is used as the nearest status; the business may have been sold by the administrators, which was not checked. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): In Administration; filing overdue; insolvency page read",
   "uk_status": "uk",
   "company": {
    "ch_number": "10937593",
    "registered_office": "Level 33 1 Canada Square, Canary Wharf, London, E14 5AB (administrators' address)",
    "incorporated": "2017-08-30",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10937593",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10937593",
    "ch_note": null,
    "legal_name": "MINDTECH GLOBAL LIMITED",
    "ch_status_r6": "In Administration"
   },
   "place": {
    "text": "Sheffield (operating base)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: Yorkshire and the Humber"
   },
   "people": [
    {
     "name": "Steve Harris",
     "role": "CEO",
     "from": null,
     "source": "https://www.prolificnorth.co.uk/news/4-4m-funding-boost-for-sheffield-ai-visual-training-specialist/"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 4400000,
     "currency": "GBP",
     "date": "2024-10-17",
     "detail": "led by Edge with Mercia Ventures and NPIF (date from Package 1)",
     "raw": "funding_round: 4400000 GBP 2024-10-17 — led by Edge with Mercia Ventures and NPIF (date from Package 1)",
     "amount_gbp": 4400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£4.4m",
     "gbp_txt": ""
    },
    {
     "kind": "funding_round",
     "amount": 3700000,
     "currency": "USD",
     "date": "2022-03-14",
     "detail": "led by Appen",
     "raw": "funding_round: 3700000 USD 2022-03-14 — led by Appen",
     "amount_gbp": 2835901,
     "fx_rate": 1.3047,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3047 per £ on 2022-03-14",
     "fx_date": "2022-03-14",
     "fx_note": "",
     "txt": "US$3.7m",
     "gbp_txt": "£2.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training",
    "Perceptual systems"
   ],
   "sectors": [
    "synthetic and privacy-preserving data",
    "synthetic data",
    "computer vision"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-mindtech",
   "type": "Companies",
   "category": "synthetic and privacy-preserving data",
   "function": "Makes software that generates artificial training images, using games technology, for companies building AI that sees.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.prolificnorth.co.uk/news/4-4m-funding-boost-for-sheffield-ai-visual-training-specialist/",
    "https://www.npif.co.uk/synthetic-data-platform-provider-raises-3-7m/",
    "https://find-and-update.company-information.service.gov.uk/company/10937593",
    "https://find-and-update.company-information.service.gov.uk/company/10937593/filing-history"
   ],
   "source_quotes": [
    {
     "url": "https://www.prolificnorth.co.uk/news/4-4m-funding-boost-for-sheffield-ai-visual-training-specialist/",
     "quotes": [
      "has secured £4.4m in a funding round\" \"led by Edge and including Mercia Ventures",
      "Steve Harris, CEO of Mindtech",
      "the Sheffield-based company"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.npif.co.uk/synthetic-data-platform-provider-raises-3-7m/",
     "quotes": [
      "14th March 2022\" \"$3.7m (£2.8m)",
      "Sheffield-based company behind a platform for the creation of synthetic training data for AI vision systems"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10937593",
     "quotes": [
      "MINDTECH GLOBAL LIMITED\" \"In Administration\" \"Level 33 1 Canada Square, Canary Wharf, London, E14 5AB\" \"30 August 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10937593/filing-history",
     "quotes": [
      "29 Sep 2026\" \"Administrator's progress report",
      "09 Mar 2026\" \"Notice of extension of period",
      "15 May 2025\" \"Result of meeting of creditors",
      "Termination of appointment\" of Steven Neil Harris as a director on 30 April 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "synthetic and privacy-preserving data",
     "div": "synthetic-and-privacy-preserving-data"
    }
   ],
   "div_label": "Synthetic and privacy-preserving data",
   "location": "Sheffield (operating base)",
   "status_group": "wound_down",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Edge"
    },
    {
     "kind": "funded_by",
     "name": "Mercia Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Northern Powerhouse Investment Fund"
    },
    {
     "kind": "funded_by",
     "name": "Appen"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-020",
   "name": "Unitary",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a US$15m Series A led by Creandum, reported 3 October 2023; no later event verified. Companies House shows UNITARY LTD as Active (checked 31 Oct 2026).",
   "one_line": "Makes AI that checks photos and videos for harmful content, so online platforms can moderate what users post.",
   "description": "Unitary is a London start-up co-founded by Sasha Haco, its chief executive, and James Thewlis. It uses machine learning \"to understand if a photo or video contains potentially harmful content\", selling to platforms that must moderate user posts. It was founded in 2019. In March 2023 tech.eu reported an US$8m round led by Ian Hogarth at Plural, and on 3 October 2023 it raised a US$15m (£12.3m) Series A led by Creandum with Paladin Capital Group and Plural. Its UK company, Unitary Ltd, was incorporated on 11 June 2019 with Sasha Haco and James Thewlis as directors. It sits at the edge of this page; Alex may prefer a media or safety page. [Round 4, 30 Oct 2026] links / place: portfolio_of: Entrepreneur First; place London; current description [Round 6, 30 Oct 2026] key_facts: Analyses six million videos a day (2023-10, company figure); \"seven figures of annual recurring revenue\" per Plural's Ian Hogarth (2023-10); headcount doubled; Series A $15m (£12.3m) led by Creandum with Paladin Capital Group and Plural; co-founders Sasha Haco (CEO) and James Thewlis [Round 6 profile, 30 Oct 2026] founded: null (founders met in 2019 on Entrepreneur First); hq: London (England: London); headcount: null (doubled before 2023-10); what it does: AI that checks videos and images for harmful content, used by online platforms for content moderation.; usage or revenue as published: \"analysing six million videos every day\"; \"seven figures of annual recurring revenue\" (Ian Hogarth, Plural) — 2023-10-03 — UKTN; up to 25,000 video frames a second — 2023-03 — UKTN; status now: Active per existing record; no 2025–2026 page opened this round. [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 185) cross-listed under Online safety and content moderation: context-aware video, image and audio moderation (file cites unitary.ai).",
   "uk_status": "uk",
   "company": {
    "ch_number": "12044127",
    "registered_office": "Arquen House, 4-6 Spicer Street, St. Albans, England, AL3 4PQ",
    "incorporated": "2019-06-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12044127",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12044127",
    "ch_note": null,
    "legal_name": "UNITARY LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London",
    "postcode": "AL3 4PQ",
    "lat": 51.751986,
    "lng": -0.342585,
    "region": "England: London",
    "admin_district": "St Albans",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Sasha Haco",
     "role": "Co-founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/london/unitary-series-a-20231003"
    },
    {
     "name": "James Thewlis",
     "role": "Co-founder",
     "from": null,
     "source": null
    },
    {
     "name": "Sasha Haco",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/london/unitary-series-a-20231003",
     "round4": true
    },
    {
     "name": "James Thewlis",
     "role": "co-founder",
     "from": null,
     "source": "https://www.uktech.news/tech-hubs/london/unitary-series-a-20231003",
     "round4": true
    },
    {
     "name": "Sasha Haco",
     "role": "Co-founder and CEO",
     "from": "null",
     "source": "https://www.uktech.news/tech-hubs/london/unitary-series-a-20231003",
     "round4": true
    },
    {
     "name": "James Thewlis",
     "role": "Co-founder",
     "from": "null",
     "source": "https://www.uktech.news/tech-hubs/london/unitary-series-a-20231003",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
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      "building a generation-defining company from Stockholm",
      "Lovable lets anyone and everyone build software with plain English.",
      "Over 2 million people in 200+ countries already use Lovable."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=lovable",
     "quotes": [
      "LOVABLE LABS UK LTD\" \"16484868\" \"Incorporated 30 May 2025\" \"Lovable, Second Home, 68 Hanbury Street, London, England, E1 5JL"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16484868/persons-with-significant-control",
     "quotes": [
      "Mr Anton Vincent Fredrik Osika\" \"30 May 2025",
      "Mr Fabian Nils Mikael Hedin\" \"30 May 2025"
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     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16484868",
     "quotes": [
      "LOVABLE LABS UK LTD | Company number 16484868 | Active"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Natural language applications"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
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    }
   ],
   "div_label": "Developer tools and coding agents",
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  },
  {
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16385054/officers",
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      "GEORDIE AI LTD: \"COMFORT, Henry David\" appointed \"14 April 2025"
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    },
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    }
   ],
   "website": [],
   "colleges": [],
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    "Autonomous and agent systems"
   ],
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   "id": "BIZ-SW-024",
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   "status_detail": "Raised a £9.7m seed round led by LocalGlobe and Cambridge Innovation Capital (UKTN, 8 April 2026). Companies House shows TRENT AI LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Makes security software, run by AI agents, for teams building AI agents, to keep their code, infrastructure and running systems secure.",
   "description": "Trent AI Limited was incorporated on 28 January 2025. Its co-founders are Eno Thereska (chief executive), Zhenwen Dai (chief technology officer) and Neil Lawrence (chief scientist), who is also a Cambridge professor. Its product is \"designed for engineering leaders, security teams and companies building AI agents\". On 8 April 2026 UKTN reported a £9.7m seed round led by LocalGlobe and Cambridge Innovation Capital. Companies House shows Neil Lawrence resigned as a director on 19 June 2025; the article still names him as chief scientist. [Round 6, 30 Oct 2026] latest_money: 2026-04-07; seed; 13,000,000 USD (same round as DEAL-SW-033, £9.7m); leads LocalGlobe and Cambridge Innovation Capital; participation from executives at OpenAI, Spotify, Databricks, AWS [Round 6, 30 Oct 2026] key_facts / founders: Founded 2025; early-access partners Canopy, Weblogic; Eno Thereska — CEO; Neil Lawrence — chief scientist; Zhenwen Dai — CTO [Safety Round 1, 31 Oct 2026] Alex's Safety file (line 61) listed under AI agent security (also suggested for Application security): an autonomous 'AI security engineer' that reads code, infrastructure, configs and agents in one pass (file cites trent.ai). The hidden Safety copy BIZ-SAFE-012 stays hidden; this cross-listing replaces it.",
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    },
    {
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    },
    {
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     "source": null
    },
    {
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    },
    {
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     "round4": true
    },
    {
     "name": "Zhenwen Dai",
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    }
   ],
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     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
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     "txt": "£9.7m",
     "gbp_txt": ""
    }
   ],
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   ],
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   ],
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   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.registered_office",
     "text": "company.registered_office → 85 Great Portland Street, London, England, W1W 7LT (record's \"66 Paul Street, London, EC2A 4NA\" is out of date); place postcode → W1W 7LT (registered office)"
    }
   ],
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   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/16213940",
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   ],
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    },
    {
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     ],
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     "trade": false,
     "amendment": false
    },
    {
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    },
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     ],
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     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   ],
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   ],
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     "page_label": "Talent"
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    {
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    }
   ],
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  },
  {
   "id": "BIZ-SW-025",
   "name": "AI Score",
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   "status": "active",
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   "status_detail": "Raised US$5.4m in seed funding led by Fuel Ventures (tech.eu, 4 September 2026).",
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   "uk_status": "uk",
   "company": {
    "ch_number": "16381026",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
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    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16381026",
    "ch_note": null,
    "legal_name": "AISCORE LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
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    "postcode": "EC2A 4NE",
    "lat": 51.525617,
    "lng": -0.083602,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
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     "source": "https://tech.eu/2026/09/04/uk-startup-ai-score-raises-54m-to-scale-its-enterprise-ai-governance-platform/"
    },
    {
     "name": "Benita Tibb",
     "role": "COO",
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     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
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     "raw": "funding_round: 5400000 USD 2026-09-04 — seed led by Fuel Ventures",
     "amount_gbp": 3995560,
     "fx_rate": 1.3515,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3515 per £ on 2026-09-04",
     "fx_date": "2026-09-04",
     "fx_note": "",
     "txt": "US$5.4m",
     "gbp_txt": "£4m"
    }
   ],
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   "dsit_domains": [
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   ],
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   "category": "AI governance",
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    "https://find-and-update.company-information.service.gov.uk/company/16381026/officers"
   ],
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     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16381026",
     "quotes": [
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     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16381026/officers",
     "quotes": [
      "HARLAND, Alex\" Director \"7 January 2026",
      "TIBB, Benita\" Director \"7 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI governance",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SAFE-010",
     "name": "AI Score",
     "page": "assurance",
     "href": "../assurance/#org=BIZ-SAFE-010",
     "page_label": "Assurance"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-102",
     "name": "Alex Harland",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-102",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-102",
     "name": "Alex Harland",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-102",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-103",
     "name": "Benita Tibb",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-103",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-103",
     "name": "Benita Tibb",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-103",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SAFE-010",
     "name": "AI Score",
     "page": "assurance",
     "href": "../assurance/#org=BIZ-SAFE-010",
     "page_label": "Assurance"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Fuel Ventures"
    }
   ],
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  },
  {
   "id": "BIZ-SW-026",
   "name": "Oxford Semantic Technologies",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2024-07-16",
   "status_detail": "Samsung Electronics signed an agreement to acquire the company, announced 18 July 2024; terms not disclosed.",
   "one_line": "Made RDFox, a database and reasoning engine for knowledge graphs that joins up facts from many sources; bought by Samsung Electronics in 2024.",
   "description": "Oxford Semantic Technologies was founded in 2017 as a University of Oxford spin-out by three Oxford lecturers, Ian Horrocks, Boris Motik and Bernardo Cuenca Grau; Peter Crocker was chief executive. Its product, RDFox, is a knowledge-graph database and reasoning engine used in finance, manufacturing and e-commerce in Europe and North America. On 18 July 2024 UKTN reported that Samsung Electronics had signed an agreement to acquire it; financial terms were not disclosed. Its UK company, Oxford Semantic Technologies Limited (incorporated 19 December 2016), is active with a registered office on Botley Road, Oxford; its Companies House register shows no registrable controlling person, so completion of the Samsung deal could not be confirmed there.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10531895",
    "registered_office": "Inventa, Botley Road, Oxford, England, OX2 0HA",
    "incorporated": "2016-12-19",
    "legal_form": "ltd",
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    "headcount": null,
    "ch_number_clean": "10531895",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10531895",
    "ch_note": null,
    "legal_name": "OXFORD SEMANTIC TECHNOLOGIES LIMITED",
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     "source": "https://www.uktech.news/tech-hubs/south-east/oxford/samsung-acquire-oxford-knowledge-graph-spinout-20240718"
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    {
     "name": "Boris Motik",
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     "source": null
    },
    {
     "name": "Bernardo Cuenca Grau",
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     "source": null
    },
    {
     "name": "Peter Crocker",
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     "source": null
    }
   ],
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     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": {
    "maker": "Oxford Semantic Technologies",
    "launched": null,
    "what_it_does": "RDFox, a knowledge-graph database and reasoning engine"
   },
   "dsit_domains": [
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   ],
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    "databases"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "status_date",
     "text": "status_date → 2024-07-16 (the OSE release is dated 16 July 2024 and CH shows the founders leaving the board and new directors joining that day, which points to completion on 16 July 2024; the record uses UKTN's 18 July date)"
    }
   ],
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   "package1_id": "biz-oxford-semantic-technologies",
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    "https://find-and-update.company-information.service.gov.uk/company/10531895/officers",
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      "Samsung Electronics has signed an agreement to acquire Oxford Semantic Technologies",
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     "url": "https://find-and-update.company-information.service.gov.uk/company/10531895",
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    },
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     "url": "https://www.oxfordscienceenterprises.com/news/oxford-semantic-technologies-to-be-acquired-by-samsung-electronics",
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      "has signed an agreement to be acquired by Samsung Electronics Co., Ltd.\" (16 July 2024)"
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10531895/officers",
     "quotes": [
      "MOTIK, Boris, Prof",
      "HORROCKS, Ian Robert, Dr",
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     "accessed": "2026-10-29",
     "trade": false,
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      "The University of Oxford spinout has developed RDFox, an AI-centric engine\" (18 Jul 2024)"
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     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   "one_source": false,
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     "div": "search-knowledge-and-document-ai"
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   ],
   "div_label": "Search, knowledge and document AI",
   "location": "Oxford (OX2 0HA)",
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     "kind": "linked from: funds",
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     "page": "investors",
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    {
     "kind": "linked from: funds",
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     "page_label": "UK Universities AI Universe (new tab)"
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    {
     "kind": "linked from: works_at",
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    {
     "kind": "linked from: founder_of",
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     "page": "talent",
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     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
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     "name": "Boris Motik",
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     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-105",
     "name": "Boris Motik",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-105",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
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     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-106",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-106",
     "name": "Bernardo Cuenca Grau",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-106",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-107",
     "name": "Peter Crocker",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-107",
     "page_label": "Talent"
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   ],
   "label_links": [
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     "name": "Samsung Electronics"
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    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-027",
   "name": "Causaly",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Last verified funding is a US$60m (£45.8m) Series B led by ICONIQ Growth, reported 14 July 2023; no later event verified in this session. Companies House shows CAUSALY LTD as Active (checked 31 Oct 2026).",
   "one_line": "Makes an AI research platform that reads biomedical papers and data so scientists at drug companies can find evidence and targets faster.",
   "description": "Causaly is a London-headquartered company co-founded by Yiannis Kiachopoulos, its chief executive. It sells an AI platform to life-sciences research teams that searches and links biomedical literature and data. On 14 July 2023 UKTN reported a US$60m (£45.8m) Series B led by ICONIQ Growth, taking total funding to £71m. Its UK company, Causaly Ltd, was incorporated on 17 May 2018 and is active. Its own site could not be opened in this session. It is a research tool for drug-company scientists rather than a tool for AI builders; Alex may prefer a health and life sciences page. [Round 6 profile, 30 Oct 2026] founded: 2018 (UKTN); hq: London (England: London); what it does: An AI research platform for drug discovery that reads scientific literature and data to help pharmaceutical researchers find disease targets and biomarkers.; usage or revenue as published: working with nine large pharmaceutical companies — 2021-05 — UKTN; deployed at 12 of the top 20 pharma companies — 2023-07 — UKTN; status now: Active per existing record; no 2025–2026 page opened this round.",
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    "registered_office": "10-16 Elm Street, London, England, WC1X 0BJ",
    "incorporated": "2018-05-17",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11368328",
    "ch_note": null,
    "legal_name": "CAUSALY LTD",
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   "people": [
    {
     "name": "Yiannis Kiachopoulos",
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    },
    {
     "name": "Yiannis Kiachopoulos",
     "role": "Co-founder and CEO",
     "from": "2018",
     "source": "https://www.uktech.news/medtech/ai-biotech-research-platform-causaly-secures-45-8m-20230714",
     "round4": true
    },
    {
     "name": "Artur Saudabayev",
     "role": "Co-founder",
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     "source": "https://www.uktech.news/news/uks-machine-learning-startup-causaly-raises-12m-to-boosts-its-drug-discovery-ai-20210520",
     "round4": true
    },
    {
     "name": "Carlos Gonzalez-Cadenas",
     "role": "Board member (Index Ventures)",
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     "source": "https://www.uktech.news/news/uks-machine-learning-startup-causaly-raises-12m-to-boosts-its-drug-discovery-ai-20210520",
     "round4": true
    }
   ],
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     "amount": 60000000,
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     "fx_note": "",
     "txt": "US$60m",
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   ],
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   "sources": [
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    },
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     "quotes": [
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     "accessed": "2026-10-29",
     "trade": false,
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    },
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     "url": "https://www.uktech.news/news/uks-machine-learning-startup-causaly-raises-12m-to-boosts-its-drug-discovery-ai-20210520",
     "quotes": [
      "(trade) — \"Founded by Artur Saudabayev and Yiannis Kiachopoulos in 2018."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
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     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (WC1X 0BJ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-041",
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     "page_label": "Investors"
    },
    {
     "kind": "same_as",
     "id": "BIZ-SU-HLT-062",
     "name": "Causaly",
     "page": "startups",
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     "page_label": "Start-ups"
    }
   ],
   "label_links": [
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   ],
   "degree": 0,
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  },
  {
   "id": "BIZ-SW-028",
   "name": "Wluper",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2025-06-20",
   "status_detail": "Wluper Ltd. went into creditors' voluntary liquidation (resolution 15 May 2024) and was dissolved on 20 June 2025; a second company, Wluper Technologies Ltd, was dissolved on 20 January 2026.",
   "one_line": "Built conversational AI for voice assistants with deep knowledge of one subject, starting with in-car navigation; the company was liquidated and dissolved in 2025.",
   "description": "Wluper Ltd. was incorporated in London on 23 May 2016 (briefly named Yotess Limited). Package 1 recorded it as a conversational AI company that raised a US$1.3m seed round led by IQ Capital in 2018; that TechCrunch page could not be re-opened, so what it made is not re-verified here. Companies House records a first Gazette notice for compulsory strike-off on 14 May 2024, a resolution to wind up on 15 May 2024 with a voluntary liquidator appointed, a final meeting in a creditors' voluntary winding up returned on 20 March 2025, and dissolution on 20 June 2025. A second company, Wluper Technologies Ltd (15545659), was dissolved on 20 January 2026. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Dissolved",
   "uk_status": "uk",
   "company": {
    "ch_number": "10195181",
    "registered_office": "Hermes House, Fire Fly Avenue, Swindon, SN2 2GA (liquidator's address)",
    "incorporated": "2016-05-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10195181",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10195181",
    "ch_note": null,
    "legal_name": "WLUPER LTD.",
    "previous_names": [
     "YOTESS LIMITED (2016)"
    ],
    "ch_status_r6": "Dissolved"
   },
   "place": {
    "text": "London (registered office was 322 High Holborn until May 2024)",
    "postcode": null,
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   },
   "people": [],
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     "kind_as_written": null,
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     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
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   "dsit_domains": [
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   ],
   "sectors": [
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    "conversational AI",
    "voice assistants"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-wluper",
   "type": "Companies",
   "category": "conversational and voice AI",
   "function": "Built conversational AI for voice assistants with deep knowledge of one subject, starting with in-car navigation; the company was liquidated and dissolved in 2025.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/10195181/filing-history",
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  {
   "id": "BIZ-SW-031",
   "name": "Speechmatics",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Speechmatics Limited is active on Companies House with its registered office at Cambridge North; no recent event was verified in this session.",
   "one_line": "Makes speech-to-text software that understands many languages, sold to other companies to build into their products.",
   "description": "Speechmatics Limited was incorporated on 11 October 2009 and has its registered office at One Cambridge Square, Cambridge North. Package 1 described it as a Cambridge University-rooted company, founded by Tony Robinson and led by chief executive Katy Wigdahl, that sells speech recognition through an API to developers; the company's own pages could not be re-opened in this session. It sells a building block to developers, so it is kept here, but Alex may prefer a language or voice page. [Added 29 Oct 2026, master Part 2.4] UKTN (28 June 2022) said it was headquartered in Cambridge with offices in London, Boston, Chennai and the Czech Republic, and its software understood 34 languages. [Round 6, 30 Oct 2026] latest_money (earlier round): 2019-10-21; Series A; 6,350,000 GBP; AlbionVC (lead); IQ Capital and angels [Round 6, 30 Oct 2026] key_facts: 29 languages available, over 75 in development (2019-10); 34 languages for speech-to-text (2022-06); customers Deloitte UK, 3Play Media, Veritone (2022-06) [Round 6, 30 Oct 2026] sites: Cambridge (HQ), London, Boston (USA), Chennai (India), Czech Republic (2022-06) [Round 6, 30 Oct 2026] people: John Milliken CEO (2019-10); Katy Wigdahl CEO (2022-06); Jonathan Klahr (Susquehanna) joined board (2022-06) [Round 6 profile, 30 Oct 2026] founded: 2009 (UKTN 2021 Cambridge list); hq: Cambridge (England: East of England); company boilerplate says \"headquartered in Cambridge and London\"; what it does: Speech-to-text software sold through an API. It turns live or recorded speech in 55+ languages into text, in the cloud, on a company's own servers or on the device itself, and is used for voice agents, captioning and medical note-taking.; usage or revenue as published: real-time usage up 4x 2024 to 2025; voice-agent usage up 9x in 2025; medical model usage up 15x year on year — 2026-01-07 — https://www.speechmatics.com/company/articles-and-news/speechmatics-in-2025-the-numbers-that-shaped-voice-ais-breakthrough-year; medical models available in English, German, French, Swedish, Norwegian, Danish, Finnish and Arabic — 2026-02-17 — https://www.speechmatics.com/company/articles-and-news/speechmatics-and-edvak-ehr-partner-to-make-voice-safe-for-clinical-automation; status now: Active; Cambridge-based speech-to-text company led by Katy Wigdahl, announcing healthcare and voice-agent partnerships through 2026. [Labs Round 8, 31 Oct 2026] models_released: Melia (melia-1, 17 Jun 2026); Linden-1 (Agent STT, 17 Sep 2026); Oak-1 (medical, 14 Oct 2026) [Labs Round 8, 31 Oct 2026] founders: Dr Tony Robinson — founder (neural-network speech recognition pioneer at Cambridge University in the 1980s) [Labs Round 8, 31 Oct 2026] chief_executive: Katy Wigdahl (CEO); board includes Jonathan Klar (Susquehanna Growth Equity), Robert Whitby-Smith (Albion VC), Ed Stacey (IQ Capital) [Labs Round 8, 31 Oct 2026] awards: Queen's Award for Enterprise (2019); ISO/IEC 27001:2022 accreditation [Labs Round 8, 31 Oct 2026] Listed on Labs (Speech and audio AI): reason: builds its own speech-recognition models (Melia, Linden-1, Oak-1) [Labs Round 8, 31 Oct 2026] Listed on Labs (Voice agents): reason: its own Linden-1 model powers Agent STT for production voice agents",
   "uk_status": "uk",
   "company": {
    "ch_number": "07037524",
    "registered_office": "One Cambridge Square Milton Avenue, Cambridge North, Cambridge, England, CB4 0AE",
    "incorporated": "2009-10-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "07037524",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/07037524",
    "ch_note": null,
    "legal_name": "SPEECHMATICS LIMITED",
    "ch_status_r6": "Active"
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    },
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     "amendment": true
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    {
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     "from": "— (in role 2022-06)",
     "source": "https://www.uktech.news/ai/speechmatics-series-b-20220628",
     "round4": true
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    {
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     "from": null,
     "source": "https://www.uktech.news/featured/speechmatics-raises-6-35m-series-a-20191021",
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    {
     "name": "Katy Wigdahl",
     "role": "Chief Executive Officer",
     "from": "null (in post by 2022-06)",
     "source": "https://uktech.news/ai/speechmatics-series-b-20220628",
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    {
     "name": "John Milliken",
     "role": "Chief Executive Officer (2019)",
     "from": "null",
     "source": "https://www.uktech.news/featured/speechmatics-raises-6-35m-series-a-20191021",
     "round4": true
    },
    {
     "name": "Lauren King",
     "role": "Chief Marketing Officer",
     "from": "null (in post 2026-01)",
     "source": "https://www.speechmatics.com/company/articles-and-news/speechmatics-in-2025-the-numbers-that-shaped-voice-ais-breakthrough-year",
     "round4": true
    },
    {
     "name": "Jonathan Klahr",
     "role": "Board member (Susquehanna Growth Equity)",
     "from": "2022-06",
     "source": "https://uktech.news/ai/speechmatics-series-b-20220628",
     "round4": true
    },
    {
     "name": "Tony Robinson",
     "role": "Founder",
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     "source": "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510",
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    {
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    {
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     "text": "Katy Wigdahl — CEO (as at June 2022)"
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    },
    {
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     "text": "UKTN (28 June 2022) said it was headquartered in Cambridge with offices in London, Boston, Chennai and the Czech Republic, and its software understood 34 languages."
    },
    {
     "from": "Part 2.4",
     "field": "confidence",
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    "https://www.speechmatics.com/company/articles-and-news/speechmatics-and-edvak-ehr-partner-to-make-voice-safe-for-clinical-automation",
    "https://www.speechmatics.com/company/articles-and-news/speechmatics-collaborates-with-ambarella",
    "https://www.speechmatics.com/company/articles-and-news/barometer-partners-with-speechmatics-to-drive-accuracy-and-inclusion",
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    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/adobe-and-speechmatics-deliver-cloud-grade-speech-recognition-on-device-for-premiere",
     "quotes": [
      "across 55+ languages"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/speechmatics-and-boost-ai-partner-to-power-enterprise-voice-ai-for-europes-most-regulated-industries",
     "quotes": [
      "product feature ForceEndOfUtterance named on page"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/speechmatics-and-edvak-ehr-partner-to-make-voice-safe-for-clinical-automation",
     "quotes": [
      "Our medical models are designed to be the reliable foundation for this level of automation."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/speechmatics-collaborates-with-ambarella",
     "quotes": [
      "accurately understand speech in over 50 languages"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/barometer-partners-with-speechmatics-to-drive-accuracy-and-inclusion",
     "quotes": [
      "We are thrilled to partner with Barometer, a company that shares our commitment to accuracy and inclusion."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/promising-deep-tech-startups-of-cambridge-2021-20210510",
     "quotes": [
      "(trade) — \"Speechmatics provides automatic speech recognition technologies."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/",
     "quotes": [
      "Agent STT, powered by Linden 1"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/about-speechmatics",
     "quotes": [
      "pioneered applying neural networks to speech recognition at Cambridge University"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.speechmatics.com/company/articles-and-news/meet-agent-stt-powered-by-linden-1-fast-accurate-speech-recognition",
     "quotes": [
      "Linden holds the highest accuracy we've measured across 55+ languages at that speed."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "conversational and voice AI",
     "div": "conversational-and-voice-ai"
    }
   ],
   "div_label": "Conversational and voice AI",
   "location": "Cambridge (CB4 0AE)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-11001",
     "name": "Melia (Speechmatics multilingual speech-to-text model)",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-11001",
     "page_label": "Labs"
    },
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-11002",
     "name": "Linden-1 (Speechmatics Agent STT model)",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-11002",
     "page_label": "Labs"
    },
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-11003",
     "name": "Oak-1 (Speechmatics medical speech-to-text model)",
     "page": "labs",
     "href": "../labs/#org=BIZ-LAB-11003",
     "page_label": "Labs"
    }
   ],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "University of Cambridge"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-032",
   "name": "Hadean",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Hadean Supercomputing Ltd is active and filed group accounts to 31 January 2026 on 2 June 2026. Companies House shows HADEAN SUPERCOMPUTING LTD as Active (checked 31 Oct 2026).",
   "one_line": "London defence company that uses AI and spatial computing to simulate conflicts for training and planning.",
   "description": "Hadean Supercomputing Ltd was incorporated in London on 3 October 2015 and files group accounts; its latest, to 31 January 2026, were filed on 2 June 2026. Package 1 described it, from its own news pages, as a spatial-computing company led by co-founder and chief executive Craig Beddis that builds simulation platforms for the British Army through Dstl and DASA contracts; those pages could not be re-opened in this session. It may fit the defence page better. [Round 6, 30 Oct 2026] key_facts: 2026 bridge round raised while working towards a Series B; work for UK Ministry of Defence and US Department of War; Series A was $30m (2022) [Round 6 profile, 30 Oct 2026] founded: 2015 (UKTN 2022); hq: London (England: London); what it does: Distributed computing and simulation software. It began with a cloud operating system and large-scale simulation engine for games and science, moved to \"metaverse\" infrastructure, and by 2026 is described by UKTN as an \"AI conflict simulation\" firm.; status now: Active; London simulation company that raised a bridge round in March 2026 (existing record).",
   "uk_status": "uk",
   "company": {
    "ch_number": "09808169",
    "registered_office": "9 Appold Street, London, United Kingdom, EC2A 2AP",
    "incorporated": "2015-10-03",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09808169",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09808169",
    "ch_note": null,
    "legal_name": "HADEAN SUPERCOMPUTING LTD",
    "previous_names": [
     "CONTINUUM TECHNOLOGIES LTD (2015–2016)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (EC2A 2AP)",
    "postcode": "EC2A 2AP",
    "lat": 51.521691,
    "lng": -0.081634,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "null (Package 1 names not re-verified)",
     "role": null,
     "from": null,
     "source": null
    },
    {
     "name": "Craig Beddis",
     "role": "Chief executive",
     "from": null,
     "source": null,
     "amendment": true
    },
    {
     "name": "Craig Beddis",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/vr/hadean-raises-30m-for-metaverse-experiences-20220923",
     "round4": true
    },
    {
     "name": "Craig Beddis",
     "role": "Co-founder and CEO",
     "from": "null",
     "source": "https://www.uktech.news/vr/hadean-raises-30m-for-metaverse-experiences-20220923",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2100000,
     "currency": "GBP",
     "date": "2026-03-12",
     "detail": "British Business Bank share of bridge round (total undisclosed",
     "raw": "funding_round: 2100000 GBP 2026-03-12 — British Business Bank share of bridge round (total undisclosed)",
     "amendment": true,
     "source": null,
     "amount_gbp": 2100000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2.1m",
     "gbp_txt": ""
    },
    {
     "kind": "funding_round",
     "amount": 30000000,
     "currency": "USD",
     "date": null,
     "detail": "2022 — Series A (as reported in 2026",
     "raw": "funding_round: 30000000 USD 2022 — Series A (as reported in 2026)",
     "amendment": true,
     "source": null,
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no date, so not converted",
     "txt": "US$30m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "simulation",
    "defence training"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Part 2.4",
     "field": "one_line",
     "text": "London defence company that uses AI and spatial computing to simulate conflicts for training and planning."
    },
    {
     "from": "Part 2.4",
     "field": "status / status_date",
     "text": "active — 2026-03-12: raised an undisclosed bridge round including £2.1m from the British Business Bank, with Booz Allen Ventures, Entrepreneur First and Twin Track Ventures"
    },
    {
     "from": "Part 2.4",
     "field": "people",
     "text": "Craig Beddis — Chief executive"
    },
    {
     "from": "Part 2.4",
     "field": "money",
     "text": "funding_round: 2100000 GBP 2026-03-12 — British Business Bank share of bridge round (total undisclosed) ; funding_round: 30000000 USD 2022 — Series A (as reported in 2026)"
    },
    {
     "from": "Part 2.4",
     "field": "links",
     "text": "supplies_government → GOV:Ministry of Defence (replaces the unverified Dstl link); funded_by → British Business Bank"
    },
    {
     "from": "Part 2.4",
     "field": "confidence",
     "text": "single_source"
    }
   ],
   "held": [],
   "same_as": "BIZ-SU-DEF-004",
   "package1_id": "biz-hadean",
   "type": "Companies",
   "category": "simulation",
   "function": "London defence company that uses AI and spatial computing to simulate conflicts for training and planning.",
   "affiliation": "Software and tools",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/09808169",
    "https://find-and-update.company-information.service.gov.uk/company/09808169/filing-history",
    "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312",
    "https://www.uktech.news/vr/hadean-raises-30m-for-metaverse-experiences-20220923",
    "https://www.uktech.news/news/draper-esprit-leads-over-7m-round-into-hadean-20190314",
    "https://www.uktech.news/vr/hadean-funding-metaverse-infrastructure-20230324",
    "https://www.uktech.news/tag/hadean"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09808169",
     "quotes": [
      "HADEAN SUPERCOMPUTING LTD\" \"Active\" \"9 Appold Street, London, United Kingdom, EC2A 2AP\" \"3 October 2015"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09808169/filing-history",
     "quotes": [
      "02 Jun 2026\" \"Group of companies' accounts\" made up to 31 January 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/defence-tech/ai-conflict-simulation-firm-hadean-secures-bridge-round-20260312",
     "quotes": [
      "a London-based defence startup that uses AI to simulate conflict scenarios"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": true
    },
    {
     "url": "https://www.uktech.news/vr/hadean-raises-30m-for-metaverse-experiences-20220923",
     "quotes": [
      "(trade) — \"metaverse-as-a-service technologies"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/draper-esprit-leads-over-7m-round-into-hadean-20190314",
     "quotes": [
      "(trade) — \"the London-headquartered deep tech company"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/vr/hadean-funding-metaverse-infrastructure-20230324",
     "quotes": [
      "(trade) — \"Hadean provides a scalable, proven infrastructure to power the future of the metaverse,"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tag/hadean",
     "quotes": [
      "(trade) — \"Hadean closes $2.6m round led by White Cloud Capital"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "simulation",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (EC2A 2AP)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Defence",
     "page": "government",
     "href": "../../government/defence/",
     "page_label": "UK Government AI Universe"
    },
    {
     "kind": "same_as",
     "id": "BIZ-SU-DEF-004",
     "name": "Hadean",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-DEF-004",
     "page_label": "Start-ups"
    },
    {
     "kind": "supplies_government",
     "id": null,
     "name": "Defence",
     "page": "government",
     "href": "../../government/defence/",
     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "British Business Bank"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-CRE-034",
   "name": "Signal AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2024-02-16",
   "status_detail": "Bought reputation-monitoring firm Social 360 for an undisclosed sum, reported by UKTN on 16 February 2024; no later event opened.",
   "one_line": "Software that reads large volumes of news and data to tell companies how they and their brands are being talked about.",
   "description": "Signal AI is a London company that \"generates brand insights for clients based on analysis of large volumes of data\". Its product tracks company sentiment, monitors trends and sends alerts on breaking news. Its chief executive is David Benigson. In February 2024 it bought Social 360, a London and New York firm offering reputation management and a corporate influencer monitoring tool; the price was not disclosed. Its UK company number was not confirmed (a Companies House search in the earlier pass returned unrelated companies). [Round 4, 30 Oct 2026] SOFTWARE & TOOLS: Media-monitoring software that uses AI to show companies, in real time, how their brand is seen.",
   "uk_status": "uk",
   "company": {
    "ch_number": "08468207",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Kalahari Bidco Limited (ultimate owner not traced)",
    "headcount": null,
    "ch_number_clean": "08468207",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/08468207",
    "ch_note": null
   },
   "place": {
    "text": "London (null)",
    "postcode": "EC3M 6BN",
    "lat": 51.511682,
    "lng": -0.08276,
    "region": "England: London",
    "admin_district": null,
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "David Benigson",
     "role": "chief executive",
     "from": null,
     "source": "https://www.uktech.news/ai/signal-ai-social-360-acquisition-20240216"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Knowledge generation"
   ],
   "sectors": [
    "media monitoring",
    "reputation and risk"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.owner_or_acquirer",
     "text": "company.owner_or_acquirer → Kalahari Bidco Limited (ultimate owner not traced)"
    }
   ],
   "held": [
    {
     "ids": [
      "BIZ-SU-CRE-034"
     ],
     "from": "round2",
     "field": "",
     "text": "status → acquired — status_date: 2025-10-28 (CH: Kalahari Bidco Limited (16619529) became the person with significant control on 28 October 2025, holding \"75% or more\" of shares and votes and the right to appoint directors; on the same day four directors resigned and four were appointed). Kalahari Bidco is in turn 75%-plus owned by Kalahari Midco Limited (16617311). The ultimate buyer is not named on any page opened. [buyer unverified — check]",
     "why": "marked apply: false (held for Alex; decision B: keep held)"
    }
   ],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "creative",
   "function": "Software that reads large volumes of news and data to tell companies how they and their brands are being talked about.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/signal-ai-social-360-acquisition-20240216",
    "https://find-and-update.company-information.service.gov.uk/company/08468207/officers",
    "https://find-and-update.company-information.service.gov.uk/company/08468207/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/company/16619529/persons-with-significant-control",
    "https://mmc.vc/portfolio/signal-ai/",
    "https://technation.io/meet-the-future-fifty-2-0-cohort-of-2024/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/signal-ai-social-360-acquisition-20240216",
     "quotes": [
      "Signal AI generates brand insights for clients based on analysis of large volumes of data."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/08468207/officers",
     "quotes": [
      "BENIGSON, David Max\" Director \"2 April 2013",
      "HEISS, Antonia Isabel Naomi\" Director \"28 October 2025",
      "NORMAN, Archibald John\" resigned \"28 October 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/08468207/persons-with-significant-control",
     "quotes": [
      "Kalahari Bidco Limited",
      "Ownership of shares – 75% or more",
      "Right to appoint or remove directors",
      "notified \"28 October 2025",
      "16619529"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/16619529/persons-with-significant-control",
     "quotes": [
      "Kalahari Midco Limited",
      "Ownership of shares – 75% or more",
      "16617311"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://mmc.vc/portfolio/signal-ai/",
     "quotes": [
      "media-monitoring company that provides clients with real-time insights into how their brand is perceived"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://technation.io/meet-the-future-fifty-2-0-cohort-of-2024/",
     "quotes": [
      "Decision making for business leaders through augmented reality."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "search, knowledge and document AI",
     "div": "search-knowledge-and-document-ai"
    }
   ],
   "div_label": "Search, knowledge and document AI",
   "location": "London (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SU-FIN-006",
     "name": "Signal AI",
     "page": "startups",
     "href": "../startups/#org=BIZ-SU-FIN-006",
     "page_label": "Start-ups"
    },
    {
     "kind": "portfolio_of",
     "id": "BIZ-INV-032",
     "name": "MMC Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-032",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-INV-032",
     "name": "MMC Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-032",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "buys_from",
     "name": "Social 360 (acquired)"
    },
    {
     "kind": "member_of",
     "name": "Tech Nation Future Fifty 2.0 (2024)"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Start-ups"
  },
  {
   "id": "BIZ-SU-OTH-002",
   "name": "Gradient Labs",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a £2.8m seed round led by LocalGlobe, reported by UKTN on 21 August 2024; no later round was opened. Companies House shows GRADIENT LABS LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Builds AI agents that answer and resolve customer service queries for financial companies, taking actions on customers' accounts.",
   "description": "Gradient Labs is a London company founded by Dimitri Masin, formerly vice president of data science, financial crime and fraud at Monzo, with Neal Lathia and Danai Antoniou, both former Monzo machine learning engineers. It builds customer service agents based on large language models that, it says, can resolve up to 80% of queries. UKTN reported a £2.8m seed round led by LocalGlobe with Puzzle Ventures and angels including Tom Blomfield on 21 August 2024. Gradient Labs Limited was incorporated on 12 May 2023. [Round 4, 30 Oct 2026] SOFTWARE & TOOLS: London start-up building an operating system of AI agents that take over manual, repetitive work. [Round 6, 30 Oct 2026] latest_money: 2026-06-01; funding_round (Series A extension); 13,000,000 USD; Octopus Ventures and CommerzVentures (co-leads); Series A now 26,000,000 USD [Round 6, 30 Oct 2026] key_facts: Total raised around 30,000,000 USD (2026-06); handles hundreds of thousands of customer calls a month in lending deployments alone (2026-06) [Round 6, 30 Oct 2026] products: AI agents for customer service, lending, disputes and KYC checks, including voice AI (2026-06)",
   "uk_status": "uk",
   "company": {
    "ch_number": "14864752",
    "registered_office": "10 Holmesdale Road, London, United Kingdom, N6 5TQ",
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   },
   "people": [],
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   "site": null,
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   "dsit_domains": [
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   ],
   "sectors": [
    "local government",
    "social care"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
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   "type": "Companies",
   "category": "local government",
   "function": "Salford company selling conversational-AI and automation platforms that let council residents serve themselves.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/supplier/721947",
    "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/services/439976182150257",
    "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",
     "quotes": [
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     "amendment": false
    },
    {
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     "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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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11702852",
     "quotes": [
      "BEEBOT AI LTD",
      "Active",
      "FUTURE NOW AI LTD (29 Nov 2018 - 16 Sep 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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    "AI implementation"
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   "one_source": false,
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   "depts": [
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    }
   ],
   "div_label": "Companies",
   "location": "Salford (M3 5JZ; null; null)",
   "status_group": "active",
   "ext_links": [
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     "href": "../../government/local/liverpool-city-region/#org=GOV-LOC-LCRCA-007",
     "page_label": "UK Government AI Universe"
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    {
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     "id": "GOV-LOC-LCRCA-007",
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     "page_label": "UK Government AI Universe"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-504",
   "name": "Hello Lamp Post",
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   "status_detail": "Companies House lists Hello Lamp Post Limited as active; it lists its service on G-Cloud 14.",
   "one_line": "A chatbot attached to places, so people can text or scan a code to talk to a street, park or building.",
   "description": "Hello Lamp Post sells a location-based AI digital assistant and chatbot for public spaces, listed on the government's G-Cloud 14 framework. The UK Government AI Universe records it as a supplier to Defra (GOV-DEFRA-009).",
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   "company": {
    "ch_number": "11249234",
    "registered_office": "23 Shackleton Court, 2 Maritime Quay, London, United Kingdom, E14 3QF",
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    "ch_note": null,
    "legal_name": "HELLO LAMP POST LIMITED",
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   },
   "place": {
    "text": "London (registered office) (E14 3QF; null; null)",
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    "region": "England: London",
    "admin_district": "Tower Hamlets",
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   "people": [],
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    "local government",
    "engagement"
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   "confidence": "verified",
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   "applied": null,
   "held": [],
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   "type": "Companies",
   "category": "public spaces",
   "function": "A chatbot attached to places, so people can text or scan a code to talk to a street, park or building.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/services/567761850401876",
    "https://find-and-update.company-information.service.gov.uk/company/11249234"
   ],
   "source_quotes": [
    {
     "url": "https://www.applytosupply.digitalmarketplace.service.gov.uk/g-cloud/services/567761850401876",
     "quotes": [
      "Hello Lamp Post is a location based AI digital assistant/ chatbot for public spaces."
     ],
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     "trade": false,
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11249234",
     "quotes": [
      "HELLO LAMP POST LIMITED",
      "Active",
      "11 March 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
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     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office) (E14 3QF; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "supplies_government",
     "id": "GOV-DEFRA-009",
     "name": "Environment Agency: Hello Lamp Post",
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     "page_label": "UK Government AI Universe"
    },
    {
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     "href": "../../government/defra/#org=GOV-DEFRA-009",
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   ],
   "label_links": [],
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  },
  {
   "id": "BIZ-SW-505",
   "name": "Dtechtive",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Dtechtive Limited as active; renamed from Dtime Limited on 24 July 2024.",
   "one_line": "Software that uses AI to improve the descriptions (metadata) of datasets so people can find them.",
   "description": "Dtechtive works on AI-assisted metadata enhancement for public web and private internal data, according to its techUK member profile. The company was incorporated in December 2019 as Dtime Analytics Limited, became Dtime Limited in 2021 and Dtechtive Limited in July 2024. The UK Government AI Universe records it as a supplier to the Scottish Government (GOV-SCOT-019).",
   "uk_status": "uk",
   "company": {
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    "ch_number_clean": "12365322",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12365322",
    "ch_note": null,
    "legal_name": "DTECHTIVE LIMITED",
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     "DTIME ANALYTICS LIMITED (2019–2021); DTIME LIMITED (2021–2024)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (registered office only) (WC2H 9JQ; null; null)",
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    "lng": -0.123615,
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   "sectors": [
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    "data discovery",
    "public sector"
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   ],
   "source_quotes": [
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     "url": "https://www.techuk.org/membership/members/6d76791c-8e31-f011-8c4e-002248a0ff52",
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     ],
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     "trade": false,
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    },
    {
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     "quotes": [
      "DTECHTIVE LIMITED",
      "Active",
      "DTIME LIMITED (25 Feb 2021 - 24 Jul 2024)"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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    "AI implementation"
   ],
   "one_source": false,
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     "dept": "data platforms and data engineering",
     "div": "data-platforms-and-data-engineering"
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   ],
   "div_label": "Data platforms and data engineering",
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     "page_label": "UK Government AI Universe"
    },
    {
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     "id": "GOV-SCOT-019",
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     "page": "government",
     "href": "../../government/scotland/#org=GOV-SCOT-019",
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    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-601",
   "name": "Deeptide (Atlas ML; Papers With Code)",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2023-10-12",
   "status_detail": "Facebook became majority owner on 13 December 2019; Companies House shows Deeptide Limited dissolved on 12 October 2023.",
   "one_line": "Small London company behind Papers With Code, a free website linking machine-learning research papers to their code.",
   "description": "Deeptide Limited traded as Atlas ML and ran Papers With Code, a free resource for machine-learning papers and code. TechCrunch reported in February 2020 that a regulatory filing showed Facebook had become majority owner on 13 December 2019; Facebook did not announce the deal, and the price was not confirmed. Robert Stojnic and Ross Taylor founded Atlas ML in 2018. Companies House shows the company was incorporated on 31 May 2018 and dissolved on 12 October 2023. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Dissolved",
   "uk_status": "uk",
   "company": {
    "ch_number": "11391336",
    "registered_office": "10 Brock Street, London, England, NW1 3FG",
    "incorporated": "2018-05-31",
    "legal_form": "ltd",
    "owner_or_acquirer": "Facebook (majority owner from 2019-12-13)",
    "headcount": null,
    "ch_number_clean": "11391336",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11391336",
    "ch_note": null,
    "legal_name": "DEEPTIDE LIMITED",
    "ch_status_r6": "Dissolved"
   },
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    "lat": 51.525783,
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    "admin_district": "Camden",
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   },
   "people": [],
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   "dsit_domains": [
    "AI development and training",
    "Knowledge generation"
   ],
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   ],
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   "held": [],
   "same_as": null,
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   "type": "Companies",
   "category": "machine-learning research tools",
   "function": "Small London company behind Papers With Code, a free website linking machine-learning research papers to their code.",
   "affiliation": "Software and tools",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=deeptide",
    "https://find-and-update.company-information.service.gov.uk/company/11391336",
    "https://techcrunch.com/2020/02/10/facebook-quietly-acquired-atlast-ml/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=deeptide",
     "quotes": [
      "DEEPTIDE LIMITED\" \"11391336\" \"Dissolved on 12 October 2023"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11391336",
     "quotes": [
      "DEEPTIDE LIMITED\" \"10 Brock Street, London, England, NW1 3FG\" \"Dissolved\" \"31 May 2018\" \"62012 - Business and domestic software development"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://techcrunch.com/2020/02/10/facebook-quietly-acquired-atlast-ml/",
     "quotes": [
      "free and open resource for machine learning papers and code"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI development and training",
    "Knowledge generation"
   ],
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   "confidence_raw": "verified",
   "depts": [
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     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office) (NW1 3FG)",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Facebook (Meta)"
    }
   ],
   "degree": 0,
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  },
  {
   "id": "BIZ-SW-602",
   "name": "Silico",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2026-02-17",
   "status_detail": "Companies House shows Silico Ltd (formerly Sheetless Ltd), whose director is the founder John Hill, dissolved on 17 February 2026.",
   "one_line": "London start-up whose simulation software let firms test business decisions before making them.",
   "description": "Silico built what UKTN called an AI-powered decision-making platform: simulation software that lets clients test the effect of decisions before acting. In March 2022 UKTN reported a £3.4m seed round led by Join Capital, with Forward Partners, and named John Hill as founder and chief executive. Companies House shows Silico Ltd, incorporated on 10 July 2019 as Sheetless Ltd and renamed in April 2021, with John Joseph Hill as a director from 10 July 2019, dissolved on 17 February 2026. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Dissolved",
   "uk_status": "uk",
   "company": {
    "ch_number": "12094312",
    "registered_office": "128 City Road, London, EC1V 2NX",
    "incorporated": "2019-07-10",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12094312",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12094312",
    "ch_note": null,
    "legal_name": "SILICO LTD",
    "previous_names": [
     "SHEETLESS LTD (2019–2021)"
    ],
    "ch_status_r6": "Dissolved"
   },
   "place": {
    "text": "London (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "John Hill",
     "role": "founder and chief executive (2022 source); director from 2019-07-10",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/12094312/officers"
    }
   ],
   "money": [
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     "kind": "funding_round",
     "amount": 3400000,
     "currency": "GBP",
     "date": "2022-03-03",
     "detail": "seed led by Join Capital (single source)",
     "raw": "funding_round: 3400000 GBP 2022-03-03 — seed led by Join Capital (single source)",
     "amount_gbp": 3400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£3.4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
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    "decision support",
    "simulation"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "decision intelligence",
   "function": "London start-up whose simulation software let firms test business decisions before making them.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/12094312",
    "https://find-and-update.company-information.service.gov.uk/company/12094312/officers"
   ],
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     "url": "https://www.uktech.news/featured/ai-startup-silico-raises-3-4m-20220303",
     "quotes": [
      "AI-powered decision-making platform",
      "£3.4m seed round"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12094312",
     "quotes": [
      "SILICO LTD\" \"Dissolved\" \"17 February 2026\" \"10 July 2019\" \"SHEETLESS LTD\", \"10 Jul 2019 - 09 Apr 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12094312/officers",
     "quotes": [
      "HILL, John Joseph\" Director appointed \"10 July 2019"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "decision intelligence",
     "div": "decision-intelligence"
    }
   ],
   "div_label": "Decision intelligence",
   "location": "London (null)",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Join Capital"
    },
    {
     "kind": "funded_by",
     "name": "Forward Partners"
    },
    {
     "kind": "founded_by",
     "name": "John Hill"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-603",
   "name": "Boltzbit",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Boltzbit Limited as active (checked 29 October 2026).",
   "one_line": "London start-up whose platform lets businesses build AI models without writing code.",
   "description": "Boltzbit makes a platform for businesses to generate AI neural networks without coding expertise. In March 2022 UKTN reported a £1.6m seed round from Speedinvest and IQ Capital, and named Dr Yichuan Zhang as co-founder and chief executive, with co-founders Dr Jinli Hu and Dr Hanchen Xiong. Companies House lists Boltzbit Limited, incorporated on 13 January 2020, as active, with Dr Yichuan Zhang a director since incorporation.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12398587",
    "registered_office": "Office 314 307 Euston Road, London, England, NW1 3AD",
    "incorporated": "2020-01-13",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12398587",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12398587",
    "ch_note": null,
    "legal_name": "BOLTZBIT LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (registered office) (NW1 3AD)",
    "postcode": "NW1 3AD",
    "lat": 51.524352,
    "lng": -0.139646,
    "region": "England: London",
    "admin_district": "Camden",
    "geocoded": "postcodes.io"
   },
   "people": [
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     "name": "Yichuan Zhang",
     "role": "co-founder and chief executive; director from 2020-01-13",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/12398587/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1600000,
     "currency": "GBP",
     "date": "2022-03-16",
     "detail": "seed from Speedinvest and IQ Capital (single source)",
     "raw": "funding_round: 1600000 GBP 2022-03-16 — seed from Speedinvest and IQ Capital (single source)",
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     "fx_rate": 1.0,
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    "https://find-and-update.company-information.service.gov.uk/company/14854153/officers",
    "https://technation.io/upscale-2026-cohort-announcement/"
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      "PETERS, Benedict\" \"Director\" \"8 May 2023\"; \"MENNEN, Lars Robert Monica\" \"Resigned on\" \"12 November 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://technation.io/upscale-2026-cohort-announcement/",
     "quotes": [
      "An AI platform for physical industries"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Natural language applications"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "custom business software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (WC2A 1QS)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-203",
     "name": "Hoxton Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-203",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-201",
     "name": "Octopus Ventures",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-201",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Notion Capital"
    },
    {
     "kind": "founded_by",
     "name": "Ben Peters"
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   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-608",
   "name": "CodeWords",
   "bucket": "co",
   "status": "active",
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   "status_detail": "Raised a US$9m seed round, reported 8 May 2026; no Companies House entry was found (searches failed or returned no match).",
   "one_line": "London start-up building AI agents that learn how a business runs and then build automations for non-technical staff.",
   "description": "CodeWords aims to give firms fully autonomous AI agents that learn how a business operates, then suggest and build automations so non-technical staff can use them. On 8 May 2026 UKTN reported a US$9m seed investment from Visionaries, Firstminute Capital, Sequel and Illusian, with angels from HubSpot, ElevenLabs and Supercell, and described it as London-based; it named Aymeric Zhuo as a co-founder. The Companies House search for \"codewords\" failed twice and a search for \"code words\" returned no match. [Round 6, 30 Oct 2026] key_facts: Began as AI research lab Agemo (neurosymbolic reasoning); product agent \"Cody\" builds and runs automations; angels incl. Andrey Khusid (Miro), Mati Staniszewski (ElevenLabs), Ilkka Paananen (Supercell); co-founder Aymeric Zhuo",
   "uk_status": "uk",
   "company": {
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   },
   "place": {
    "text": "London (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Aymeric Zhuo",
     "role": "co-founder",
     "from": null,
     "source": "https://tech.eu/2026/05/07/codewords-raises-9m-to-bring-proactive-ai-agents-to-businesses/",
     "round4": true
    }
   ],
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    {
     "kind": "funding_round",
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     "currency": "USD",
     "date": "2026-05-08",
     "detail": "seed (Visionaries, Firstminute Capital, Sequel, Illusian)",
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     "amount_gbp": 6605020,
     "fx_rate": 1.3626,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3626 per £ on 2026-05-08",
     "fx_date": "2026-05-08",
     "fx_note": "",
     "txt": "US$9m",
     "gbp_txt": "£6.6m"
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   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "agents and automation",
    "business automation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "agents and automation",
   "function": "London start-up building AI agents that learn how a business runs and then build automations for non-technical staff.",
   "affiliation": "Software and tools",
   "sources": [
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   "source_quotes": [
    {
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     "quotes": [
      "aiming to provide firms with fully autonomous AI agents",
      "has secured a $9m (£6.6m) seed investment."
     ],
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/05/07/codewords-raises-9m-to-bring-proactive-ai-agents-to-businesses/",
     "quotes": [
      "has raised $9 million in a seed round led by Visionaries."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "agents and automation",
     "div": "agents-and-automation"
    }
   ],
   "div_label": "Agents and automation",
   "location": "London (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-206",
     "name": "firstminute capital",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-206",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
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   ],
   "degree": 0,
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  },
  {
   "id": "BIZ-SW-609",
   "name": "Expanse",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-09-21",
   "status_detail": "Raised €4.5m for a predictive AI infrastructure platform, per tech.eu's weekly recap of 21 September 2026; no Companies House entry could be tied to it.",
   "one_line": "UK start-up building what it calls a predictive AI infrastructure platform (details not published on the page opened).",
   "description": "tech.eu's weekly funding recap of 21 September 2026 listed \"UK: Expanse raises €4.5M for predictive AI infrastructure platform\". The entry names no city, investors or people. A Companies House search for \"expanse\" returned 73 companies, none of which could be tied to this business from the information available. [Round 6, 30 Oct 2026] latest_money: 2026-09-16; funding_round (seed); 5,300,000 USD (blog title \"Why we started Expanse, and our $5.3M seed\"); likely the same round as DEAL-LC-122 (EUR 4.5m) [Round 6, 30 Oct 2026] key_facts: YC Spring 2026 batch; team size 4 (2026-10); predicts job resource needs, suggests code/config changes, flags jobs likely to fail; founders previously ran HPC and GPU training at quant funds and national supercomputing centres [Round 6, 30 Oct 2026] founders: Ismaeel Bashir — Founder/CEO; Nikodem Bieniek — co-founder and CTO; Yafet Melake — co-founder and COO; Eren Mendi — co-founder and CPO",
   "uk_status": "uk",
   "company": {
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   },
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   },
   "people": [
    {
     "name": "Ismaeel Bashir",
     "role": "Founder/CEO",
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     "source": "https://www.ycombinator.com/companies/expanse",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
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     "currency": "EUR",
     "date": "2026-09",
     "detail": "per tech.eu recap of 2026-09-21",
     "raw": "funding_round: 4500000 EUR 2026-09 — per tech.eu recap of 2026-09-21",
     "amount_gbp": 3854390,
     "fx_rate": 1.1675,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), €1.1675 per £ on 2026-09-01",
     "fx_date": "2026-09-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "€4.5m",
     "gbp_txt": "£3.9m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
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   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI infrastructure",
   "function": "UK start-up building what it calls a predictive AI infrastructure platform (details not published on the page opened).",
   "affiliation": "Software and tools",
   "sources": [
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   ],
   "source_quotes": [
    {
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     "quotes": [
      "UK: Expanse raises €4.5M for predictive AI infrastructure platform"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.ycombinator.com/companies/expanse",
     "quotes": [
      "Expanse unlocks wasted GPU capacity."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI infrastructure",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-610",
   "name": "Nia",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-05-07",
   "status_detail": "Closed a US$850,000 pre-seed round led by LocalGlobe, reported 7 May 2025; no Companies House entry was matched (the name is too common to search).",
   "one_line": "AI assistant for software engineers that they can query through an API, Slack or the Cursor editor.",
   "description": "Nia is an AI teammate for engineers, queried through an API, Slack or Cursor; in May 2025 it was in beta. UKTN reported a US$850,000 pre-seed round led by LocalGlobe and named Arlan Rakhmetzhanov as founder, saying he had moved to London. The article does not state where the company is headquartered, and the legal company name was not found.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
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    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (founder's base per source) (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 850000,
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     "date": "2025-05-07",
     "detail": "pre-seed led by LocalGlobe",
     "raw": "funding_round: 850000 USD 2025-05-07 — pre-seed led by LocalGlobe",
     "amount_gbp": 635942,
     "fx_rate": 1.3366,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3366 per £ on 2025-05-07",
     "fx_date": "2025-05-07",
     "fx_note": "",
     "txt": "US$850,000",
     "gbp_txt": "£635,942"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "developer tools and coding agents",
    "developer tools"
   ],
   "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": "AI assistant for software engineers that they can query through an API, Slack or the Cursor editor.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/ai-startup-founded-by-18-year-old-nia-closes-localglobe-led-round-20250507"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-startup-founded-by-18-year-old-nia-closes-localglobe-led-round-20250507",
     "quotes": [
      "an AI teammate for engineers",
      "has closed an $850,000 (£637,000) pre-seed round."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "developer tools and coding agents",
     "div": "developer-tools-and-coding-agents"
    }
   ],
   "div_label": "Developer tools and coding agents",
   "location": "London (founder's base per source) (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-036",
     "name": "LocalGlobe",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-036",
     "page_label": "Investors"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-611",
   "name": "Noxus",
   "bucket": "co",
   "status": "active",
   "status_date": "2025-02-11",
   "status_detail": "Raised £1.2m pre-seed led by SFC Capital, reported 11 February 2025; no Companies House entry could be tied to it.",
   "one_line": "London start-up selling an \"AI operating system\" that lets businesses set up teams of AI agents to handle repetitive work under human guidance.",
   "description": "Noxus provides what it calls an AI operating system, which helps businesses set up AI teams to take on repetitive tasks and complex workflows under human guidance. In February 2025 BusinessCloud reported £1.2m of pre-seed funding led by SFC Capital, with Antler, described it as London-based and named João Pedro as co-founder and chief executive. The only Companies House company named Noxus Limited (08960975, incorporated 2014) has unrelated directors.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London (null)",
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    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1200000,
     "currency": "GBP",
     "date": "2025-02-11",
     "detail": "pre-seed led by SFC Capital",
     "raw": "funding_round: 1200000 GBP 2025-02-11 — pre-seed led by SFC Capital",
     "amount_gbp": 1200000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.2m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "agents and automation",
    "enterprise automation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "agents and automation",
   "function": "London start-up selling an \"AI operating system\" that lets businesses set up teams of AI agents to handle repetitive work under human guidance.",
   "affiliation": "Software and tools",
   "sources": [
    "https://businesscloud.co.uk/news/ai-startup-on-google-growth-program-raises-pre-seed-funding/"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/ai-startup-on-google-growth-program-raises-pre-seed-funding/",
     "quotes": [
      "AI startup Noxus has raised £1.2m in pre-seed funding."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "agents and automation",
     "div": "agents-and-automation"
    }
   ],
   "div_label": "Agents and automation",
   "location": "London (null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-TAL-193",
     "name": "Antler UK",
     "page": "talent",
     "href": "../talent/#org=BIZ-TAL-193",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "SFC Capital"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-612",
   "name": "Perceptron",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-03",
   "status_detail": "Raised US$6.5m to build a decentralised AI data network, per tech.eu's recap of 3 August 2026; no Companies House entry could be tied to it.",
   "one_line": "UK start-up building a decentralised network for gathering AI training data.",
   "description": "tech.eu's weekly recap of 3 August 2026 listed \"UK: Perceptron raises $6.5M to build decentralised AI data network\", without naming a city, people or investors. A Companies House search for \"perceptron\" returned 14 companies, none of which could be tied to this business.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 6500000,
     "currency": "USD",
     "date": "2026-08",
     "detail": "per tech.eu recap of 2026-08-03",
     "raw": "funding_round: 6500000 USD 2026-08 — per tech.eu recap of 2026-08-03",
     "amount_gbp": 4830200,
     "fx_rate": 1.3457,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3457 per £ on 2026-07-31",
     "fx_date": "2026-07-31",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$6.5m",
     "gbp_txt": "£4.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
    "AI training data"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "AI training data",
   "function": "UK start-up building a decentralised network for gathering AI training data.",
   "affiliation": "Software and tools",
   "sources": [
    "https://tech.eu/2026/08/03/european-tech-weekly-recap-eur878m-in-weekly-deals-and-key-trends-from-h1-2026/"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/08/03/european-tech-weekly-recap-eur878m-in-weekly-deals-and-key-trends-from-h1-2026/",
     "quotes": [
      "UK: Perceptron raises $6.5M to build decentralised AI data network"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "AI training data",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-613",
   "name": "Prevalent AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-24",
   "status_detail": "Secured a US$22m growth investment to scale its enterprise AI platform, per tech.eu's recap of 24 August 2026; Companies House lists Prevalent AI Limited as active.",
   "one_line": "London company selling an AI software platform to large organisations.",
   "description": "tech.eu's weekly recap of 24 August 2026 listed \"UK: Prevalent AI secures $22M growth investment to scale enterprise AI platform\", without naming investors or a city. Companies House lists Prevalent AI Limited, incorporated on 7 February 2017, as active, with a London registered office and seven directors, two of them appointed in late 2025 (Gautam Mittal, 2 October 2025; Ryan Anderson, 12 December 2025). The match rests on the name. [Round 6 profile, 30 Oct 2026] founded: null (\"Founded by alumni of GCHQ\"; page description refers to a \"nine-year history\"); hq: London (England: London); what it does: An \"AI-powered data fabric\" for security and risk teams. It cleans and links scattered company data into a single knowledge graph that the customer controls; clients include banks, telecoms firms and insurers.; status now: Active; London security-data company that raised its first outside capital, £16.1m, in August 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10605045",
    "registered_office": "Dwf Law Llp, 20 Fenchurch Street, London, United Kingdom, EC3M 3AG",
    "incorporated": "2017-02-07",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10605045",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10605045",
    "ch_note": null,
    "legal_name": "PREVALENT AI LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (registered office) (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Paul Stokes",
     "role": "Co-founder and CEO",
     "from": "null",
     "source": "https://www.uktech.news/cybersecurity/prevalent-ai-secures-16-1m-to-accelerate-ai-context-engine-20260824",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 22000000,
     "currency": "USD",
     "date": "2026-08",
     "detail": "growth investment, per tech.eu recap of 2026-08-24 (single source)",
     "raw": "funding_round: 22000000 USD 2026-08 — growth investment, per tech.eu recap of 2026-08-24 (single source)",
     "amount_gbp": 16348369,
     "fx_rate": 1.3457,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3457 per £ on 2026-07-31",
     "fx_date": "2026-07-31",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$22m",
     "gbp_txt": "£16.3m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "enterprise software"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "enterprise software",
   "function": "London company selling an AI software platform to large organisations.",
   "affiliation": "Software and tools",
   "sources": [
    "https://tech.eu/2026/08/24/european-tech-weekly-recap-more-than-45-tech-funding-deals-worth-over-eur28b/",
    "https://find-and-update.company-information.service.gov.uk/company/10605045",
    "https://find-and-update.company-information.service.gov.uk/company/10605045/officers",
    "https://www.uktech.news/cybersecurity/prevalent-ai-secures-16-1m-to-accelerate-ai-context-engine-20260824"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/08/24/european-tech-weekly-recap-more-than-45-tech-funding-deals-worth-over-eur28b/",
     "quotes": [
      "UK: Prevalent AI secures $22M growth investment to scale enterprise AI platform"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10605045",
     "quotes": [
      "PREVALENT AI LIMITED\" \"Active\" \"7 February 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10605045/officers",
     "quotes": [
      "seven active directors incl. \"MITTAL, Gautam\" appointed 2 October 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/cybersecurity/prevalent-ai-secures-16-1m-to-accelerate-ai-context-engine-20260824",
     "quotes": [
      "(trade) — \"the first primary capital raised by the firm"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "enterprise software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (registered office) (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-614",
   "name": "Rightbrain AI",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised £3m led by the Northern Powerhouse Investment Fund II, reported 19 May 2026; Companies House lists Rightbrain AI Ltd as active. Companies House shows RIGHTBRAIN AI LTD as Active (checked 31 Oct 2026).",
   "one_line": "Newcastle platform that lets service firms such as agencies and recruiters build and run AI agents on models from OpenAI, Anthropic and Google.",
   "description": "Rightbrain AI helps business-to-business service firms, such as marketing agencies, recruiters and professional-services firms, build and run AI agents, connecting models from OpenAI, Anthropic and Google with tools such as CRMs and Google Workspace. On 19 May 2026 UKTN reported £3m led by the Northern Powerhouse Investment Fund II through PXN Equity Finance, with Salica, NYDIG and angels, and named Peter Cheyne as co-founder. Companies House lists Rightbrain AI Ltd, incorporated on 26 June 2023 in Gosforth, Newcastle, as active, with Peter John Scollay Cheyne a director since incorporation.",
   "uk_status": "uk",
   "company": {
    "ch_number": "14960427",
    "registered_office": "The Grainger Suite, Dobson House, Regent Centre, Gosforth, Newcastle Upon Tyne, United Kingdom, NE3 3PF",
    "incorporated": "2023-06-26",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14960427",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14960427",
    "ch_note": null,
    "legal_name": "RIGHTBRAIN AI LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "Newcastle (NE3 3PF)",
    "postcode": "NE3 3PF",
    "lat": 55.011201,
    "lng": -1.623643,
    "region": "England: North East",
    "admin_district": "Newcastle upon Tyne",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Peter Cheyne",
     "role": "co-founder; director from 2023-06-26",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/14960427/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 3000000,
     "currency": "GBP",
     "date": "2026-05-19",
     "detail": "led by Northern Powerhouse Investment Fund II (single source)",
     "raw": "funding_round: 3000000 GBP 2026-05-19 — led by Northern Powerhouse Investment Fund II (single source)",
     "amount_gbp": 3000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£3m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "AI implementation"
   ],
   "sectors": [
    "professional services",
    "agent platforms"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "professional services",
   "function": "Newcastle platform that lets service firms such as agencies and recruiters build and run AI agents on models from OpenAI, Anthropic and Google.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/rightbrain-secures-3m-to-help-service-businesses-become-ai-native-20260519",
    "https://find-and-update.company-information.service.gov.uk/company/14960427",
    "https://find-and-update.company-information.service.gov.uk/company/14960427/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/rightbrain-secures-3m-to-help-service-businesses-become-ai-native-20260519",
     "quotes": [
      "Newcastle-based Rightbrain AI has raised £3m"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14960427",
     "quotes": [
      "RIGHTBRAIN AI LTD\" \"Active\" \"26 June 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14960427/officers",
     "quotes": [
      "CHEYNE, Peter John Scollay\" \"Role Active\" \"Director\" \"26 June 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "professional services",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Newcastle (NE3 3PF)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Northern Powerhouse Investment Fund II"
    },
    {
     "kind": "funded_by",
     "name": "Salica"
    },
    {
     "kind": "founded_by",
     "name": "Peter Cheyne"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-615",
   "name": "Rossum",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2026-05-13",
   "status_detail": "BusinessCloud reported on 13 May 2026 that Coupa, the San Francisco spend-management company, had bought Rossum; price not given. Companies House still lists Rossum Ltd as active and shows no change of controlling shareholder.",
   "one_line": "Document-processing software that uses AI to read invoices and other business documents; bought by Coupa in 2026.",
   "description": "Rossum sells intelligent document processing software. On 13 May 2026 BusinessCloud reported that Coupa, a San Francisco spend-management platform, had acquired the London-based AI firm; it said Rossum was founded by three former AI students from Prague and raised £72m in 2021. Companies House lists Rossum Ltd, incorporated in London on 16 January 2017, as active; its first persons with significant control were Tomáš Gogár, Petr Baudiš and Tomáš Tunys, and since 2021 it has stated it has no registrable controller. Coupa's own release was not opened, and how much of Rossum's engineering is in Prague was not checked. [Round 4, 30 Oct 2026] links: portfolio_of: Seedcamp",
   "uk_status": "uk",
   "company": {
    "ch_number": "10564783",
    "registered_office": "71-75 Shelton Street, Covent Garden, London, England, WC2H 9JQ",
    "incorporated": "2017-01-16",
    "legal_form": "ltd",
    "owner_or_acquirer": "Coupa (reported 2026-05-13)",
    "headcount": null,
    "ch_number_clean": "10564783",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10564783",
    "ch_note": null,
    "legal_name": "ROSSUM LTD",
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (registered office) (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Natural language applications",
    "Perceptual systems"
   ],
   "sectors": [
    "search, knowledge and document AI",
    "document processing",
    "accounts payable"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "search, knowledge and document AI",
   "function": "Document-processing software that uses AI to read invoices and other business documents; bought by Coupa in 2026.",
   "affiliation": "Software and tools",
   "sources": [
    "https://businesscloud.co.uk/live-blog/san-franciscos-coupa-swoops-for-uk-ai-firm-rossum/",
    "https://find-and-update.company-information.service.gov.uk/company/10564783",
    "https://find-and-update.company-information.service.gov.uk/company/10564783/persons-with-significant-control",
    "https://seedcamp.com/our-companies/"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/live-blog/san-franciscos-coupa-swoops-for-uk-ai-firm-rossum/",
     "quotes": [
      "A San Francisco FinTech has swooped for London-based AI firm Rossum."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10564783",
     "quotes": [
      "ROSSUM LTD\" \"Active\" \"16 January 2017\" \"62012"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10564783/persons-with-significant-control",
     "quotes": [
      "Mr Tomáš Gogár\" \"Notified on: 16 January 2017\"; statement notified 12 February 2021 of no registrable person"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://seedcamp.com/our-companies/",
     "quotes": [
      "Automating data extraction from documents with AI to create a world without manual data entry"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "search, knowledge and document AI",
     "div": "search-knowledge-and-document-ai"
    }
   ],
   "div_label": "Search, knowledge and document AI",
   "location": "London (registered office) (null)",
   "status_group": "acquired",
   "ext_links": [
    {
     "kind": "portfolio_of",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funded_by",
     "id": "BIZ-INV-202",
     "name": "Seedcamp",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-202",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Coupa"
    }
   ],
   "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",
     "fx_date": "2026-02-17",
     "fx_note": "",
     "txt": "US$23m",
     "gbp_txt": "£17m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "data platforms and data engineering",
    "databases",
    "developer tools"
   ],
   "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": "Database software that stores tables, graphs, vectors and other data in one system, built for AI applications.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/surrealdb-extends-series-a-20260217",
    "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)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "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,
     "amendment": false
    },
    {
     "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,
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    }
   ],
   "website": [],
   "colleges": [],
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    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "data platforms and data engineering",
     "div": "data-platforms-and-data-engineering"
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   "location": "Altrincham (registered office) (WA14 2DT)",
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    {
     "kind": "funded_by",
     "id": "BIZ-INV-072",
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    {
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    }
   ],
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    {
     "kind": "funded_by",
     "name": "Chalfen Ventures"
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   ],
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  },
  {
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   "name": "Undo",
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   "status": "active",
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   "status_detail": "Closed a US$37m round led by Elsewhere Partners, reported 16 June 2026, to grow its tools for AI coding agents; Companies House lists Undo Limited as active.",
   "one_line": "Cambridge software that records a program's full run so AI coding agents can find the cause of bugs.",
   "description": "Undo, based in Cambridge, records a program's complete execution history so that AI coding agents can diagnose faults with runtime context, aiming at fully automated root-cause analysis. On 16 June 2026 UKTN reported a US$37m round led by Elsewhere Partners and named Greg Law as founder and chief executive. Companies House lists Undo Limited, incorporated on 28 June 2005, as active, registered in Cambridge, with Dr Gregory Edward Warwick Law a director since incorporation. Its AI-agent product is a named business line of a longer-standing debugging company (diversified). [Round 6 profile, 30 Oct 2026] hq: Cambridge (England: East of England); what it does: Records the full execution history of a running program so that developers, and now AI coding agents, can replay it and find the root cause of software bugs.; status now: Active; Cambridge debugging company that raised 37m USD in June 2026 to serve AI coding agents.",
   "uk_status": "uk",
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    "ch_number": "05494036",
    "registered_office": "Unit 21 Hope Street Yard, Hope Street, Cambridge, Cambridgeshire, England, CB1 3NA",
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    "ch_note": null,
    "legal_name": "UNDO LIMITED",
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   },
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    {
     "name": "Greg Law",
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     "source": "https://find-and-update.company-information.service.gov.uk/company/05494036/officers"
    },
    {
     "name": "Greg Law",
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     "source": "https://www.uktech.news/ai/undo-raises-27-6m-to-boost-software-issue-diagnosis-by-ai-agents-20260616",
     "round4": true
    }
   ],
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    {
     "kind": "funding_round",
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     "txt": "US$37m",
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    "AI implementation",
    "Autonomous and agent systems"
   ],
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    "developer tools and coding agents",
    "developer tools",
    "software debugging"
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   "type": "Companies",
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    "https://find-and-update.company-information.service.gov.uk/company/05494036/officers"
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    {
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     ],
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/05494036",
     "quotes": [
      "UNDO LIMITED\" \"Active\" \"28 June 2005"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/05494036/officers",
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      "LAW, Gregory Edward Warwick, Dr\" \"Active Director\" \"28 June 2005"
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     "accessed": "2026-10-29",
     "trade": false,
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   ],
   "website": [],
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    "Autonomous and agent systems"
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     "dept": "developer tools and coding agents",
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  {
   "id": "BIZ-SW-701",
   "name": "Gensyn",
   "bucket": "co",
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   "status_date": null,
   "status_detail": "Companies House shows Gensyn Limited active on 29 October 2026.",
   "one_line": "A network that pools idle graphics processors around the world so developers can train machine-learning models more cheaply.",
   "description": "London company building a distributed network that pays owners of idle GPUs to supply computing power for training deep-learning models, as an alternative to cloud providers. UKTN reported a $6.5 million seed round in March 2022 led by Eden Block, after a $1.1 million pre-seed in 2021. Companies House lists Harry Grieve and Benjamin Fielding as directors since incorporation in May 2020. [Round 4, 30 Oct 2026] links / place: portfolio_of: Entrepreneur First; place London [Round 6 profile, 30 Oct 2026] hq: London (England: London); what it does: A decentralised network for training machine-learning models. It links spare GPUs around the world, pays their owners, and uses cryptography to check the work, as a cheaper alternative to cloud providers.; status now: Active per existing record; no 2025–2026 page opened this round.",
   "uk_status": "uk",
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    "legal_name": "GENSYN LIMITED",
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    },
    {
     "name": "Harry Grieve",
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     "source": "https://www.uktech.news/ai/gensyn-series-a-20230612",
     "round4": true
    },
    {
     "name": "Ben Fielding",
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    }
   ],
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    {
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     "amount": 6500000,
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     "fx_rate": 1.3202,
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     "txt": "US$6.5m",
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     "amount_gbp": 805920,
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   ],
   "site": null,
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   "dsit_domains": [
    "AI infrastructure",
    "AI development and training"
   ],
   "sectors": [
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    "machine-learning infrastructure"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
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   "category": "compute",
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   "affiliation": "Software and tools",
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    "https://find-and-update.company-information.service.gov.uk/company/12601008/officers",
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     ],
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12601008",
     "quotes": [
      "GENSYN LIMITED",
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      "62012 - Business and domestic software development"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12601008/officers",
     "quotes": [
      "GRIEVE, Harry James Kerr",
      "Director",
      "13 May 2020"
     ],
     "accessed": "2026-10-29",
     "trade": false,
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    },
    {
     "url": "https://www.joinef.com/portfolio/",
     "quotes": [
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      "Making compute for AI as accessible as oxygen for humans."
     ],
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    },
    {
     "url": "https://www.uktech.news/ai/gensyn-series-a-20230612",
     "quotes": [
      "(trade) — \"Total investment into Gensyn now stands at $50m (£39.9m)."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/tech-hubs/the-south-east-of-england/london/andreessen-horowitz-london-20230612",
     "quotes": [
      "(trade) — \"Today AI startup Gensyn raised £33.8m in a round led by Andreessen Horowitz."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI development and training"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "div": "companies"
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   ],
   "div_label": "Companies",
   "location": "London (N1 7SR; lat/lng null)",
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   ],
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  },
  {
   "id": "BIZ-SW-702",
   "name": "OpenDialog",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows OpenDialog AI Limited active on 29 October 2026.",
   "one_line": "A platform for designing and running chat-based AI assistants without writing code.",
   "description": "London company, co-founded in 2019 by Terry Walby, Dean Chapman and Dr Ronald Ashri, whose conversational AI platform lets users design, develop and deploy conversations between people and machines. UKTN reported a $5 million (£4 million) first seed round in May 2022. Companies House shows OpenDialog AI Limited, incorporated February 2022, active, with Ashri, Chapman and Walby among its directors. [Round 6, 30 Oct 2026] founders: Terry Walby (ex-founder and CEO of Thoughtonomy, BIZ-SW-5014), Dean Chapman (ex-CCO of Thoughtonomy), Dr Ronald Ashri — co-founders; founded 2019; London HQ [Round 6, 30 Oct 2026] customers: BDO, Peppercorn Insurance, The Cyber Helpline (2022-05); seed of $5m (£4m) closed in four weeks, oversubscribed",
   "uk_status": "uk",
   "company": {
    "ch_number": "13888655",
    "registered_office": "7 Savoy Court, London, England, United Kingdom, WC2R 0EX",
    "incorporated": "2022-02-02",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13888655",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13888655",
    "ch_note": null,
    "legal_name": "OPENDIALOG AI LIMITED",
    "ch_status_r6": "Active"
   },
   "place": {
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    "region": "England: London",
    "admin_district": "Westminster",
    "geocoded": "postcodes.io"
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   "people": [
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     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13888655/officers"
    },
    {
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     "source": null
    },
    {
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     "source": null
    },
    {
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     "round4": true
    },
    {
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    },
    {
     "name": "Ronald Ashri",
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   ],
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     "fx_date": "2022-05-24",
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     "txt": "US$5m",
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   ],
   "site": null,
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   "dsit_domains": [
    "Natural language applications",
    "Autonomous and agent systems"
   ],
   "sectors": [
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    "conversational AI",
    "enterprise software"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
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   "type": "Companies",
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   "function": "A platform for designing and running chat-based AI assistants without writing code.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/13888655",
    "https://find-and-update.company-information.service.gov.uk/company/13888655/officers"
   ],
   "source_quotes": [
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     "url": "https://www.uktech.news/ai/opendialog-ai-4m-20220524",
     "quotes": [
      "The London-headquartered startup’s conversational AI platform lets users design, develop and deploy"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13888655",
     "quotes": [
      "OPENDIALOG AI LIMITED",
      "Active",
      "Incorporated on 2 February 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13888655/officers",
     "quotes": [
      "ASHRI, Ronald, Dr",
      "CHAPMAN, Dean",
      "WALBY, Terence Alexander"
     ],
     "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": [
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     "div": "conversational-and-voice-ai"
    }
   ],
   "div_label": "Conversational and voice AI",
   "location": "London (WC2R 0EX; lat/lng null)",
   "status_group": "active",
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  },
  {
   "id": "BIZ-SW-703",
   "name": "NeuralSpace",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2025-11-29",
   "status_detail": "Companies House shows NeuralSpace Ltd dissolved on 29 November 2025; a Delaware company, NeuralSpace, Inc., has had a UK establishment since 17 December 2021.",
   "one_line": "Speech and language-processing tools for many languages, sold to developers and businesses.",
   "description": "London company specialising in natural language processing to recognise different languages. UKTN reported a seed round reaching $2.8 million (£2.4 million) in September 2022, co-led by Merus Capital and GoHub, with Felix Laumann named as founder and chief executive. Companies House shows the UK company NeuralSpace Ltd, with Laumann as a director from February 2019, dissolved on 29 November 2025, and a US company, NeuralSpace, Inc. (Delaware), with a UK establishment in Redhill. Whether the business continues through the US company was not confirmed. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Dissolved",
   "uk_status": "uk_incorporated_hq_abroad",
   "company": {
    "ch_number": "11833143",
    "registered_office": "29th Floor 40 Bank Street, London, E14 5NR (as shown in search results)",
    "incorporated": null,
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11833143",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11833143",
    "ch_note": null,
    "legal_name": "NEURALSPACE LTD",
    "ch_status_r6": "Dissolved"
   },
   "place": {
    "text": "London (lat/lng null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Felix Laumann",
     "role": "founder and chief executive (2022); director since 2019-02-18",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11833143/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2800000,
     "currency": "USD",
     "date": "2022-09-20",
     "detail": "seed round including a $1.1 million add-on, co-led by Merus Capital and GoHub (single source)",
     "raw": "funding_round: 2800000 USD 2022-09-20 — seed round including a $1.1 million add-on, co-led by Merus Capital and GoHub (single source)",
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   "sources": [
    "https://www.uktech.news/ai/neuralspace-funding-seed-20220920",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=neuralspace",
    "https://find-and-update.company-information.service.gov.uk/company/11833143/officers"
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   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/neuralspace-funding-seed-20220920",
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      "NEURALSPACE LTD",
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     "url": "https://find-and-update.company-information.service.gov.uk/company/11833143/officers",
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      "LAUMANN, Felix",
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     "page_label": "Investors"
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    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2225",
     "name": "SAP",
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    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-041",
     "name": "ICONIQ",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-041",
     "page_label": "Investors"
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    {
     "kind": "funded_by",
     "id": "BIZ-INV-041",
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     "page_label": "Investors"
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    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-014",
     "name": "Index Ventures",
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     "href": "../investors/#org=BIZ-INV-014",
     "page_label": "Investors"
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    {
     "kind": "funded_by",
     "id": "BIZ-INV-014",
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     "href": "../investors/#org=BIZ-INV-014",
     "page_label": "Investors"
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   ],
   "label_links": [
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  {
   "id": "BIZ-SW-707",
   "name": "Human Native",
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   "status_detail": "Cloudflare acquired Human Native (reported 19 January 2026); Companies House shows Cloudflare, Inc. as owner of 75% or more from 6 January 2026.",
   "one_line": "A marketplace where owners of text, images and video license their content as training data to AI developers.",
   "description": "London AI data marketplace that turns multimedia content into structured, searchable datasets that AI developers can license. BusinessCloud reported on 19 January 2026 that Cloudflare had acquired it; no price was given. James Smith and Jack Galilee were named as co-founders. Companies House shows Human Native Ltd, incorporated April 2024, active, with Cloudflare, Inc. notified as the person with significant control on 6 January 2026, when the two founders ceased to hold that position. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active; BIZ-SW-803 is a second record for the same company",
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    "legal_name": "HUMAN NATIVE LTD",
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    {
     "name": "James Smith",
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     "source": "https://businesscloud.co.uk/news/65bn-cloudflare-makes-swoop-for-london-based-ai-business/"
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     "txt": "",
     "gbp_txt": ""
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   ],
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   "dsit_domains": [
    "AI development and training"
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   "sectors": [
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   "confidence": "verified",
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    "https://find-and-update.company-information.service.gov.uk/company/15609120/persons-with-significant-control"
   ],
   "source_quotes": [
    {
     "url": "https://businesscloud.co.uk/news/65bn-cloudflare-makes-swoop-for-london-based-ai-business/",
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15609120/persons-with-significant-control",
     "quotes": [
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     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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   ],
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     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (SE1 7PB; lat/lng null)",
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   "one_line": "Software that optimises how large language models are trained, to cut training costs.",
   "description": "London AI-optimisation start-up founded by John Torr, a former Apple Siri engineer, that aims to cut the cost of training large language models by optimising the training process. UKTN reported a £1.8 million round in April 2025 led by Amadeus Capital Partners, with Sure Valley Ventures and Prof Steve Young, who joined as chair. Companies House shows the company incorporated in July 2024, with Torr and Young as directors. [Round 4, 30 Oct 2026] Companies House (read 30 October 2026): Active; renamed Recurvia Ltd on 26 September 2026 [Round 4, 30 Oct 2026] Renamed RECURVIA LTD on 26 September 2026 (Companies House); record kept.",
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     "source": "https://find-and-update.company-information.service.gov.uk/company/15820947/officers"
    },
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     "name": "Steve Young",
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   "type": "Companies",
   "category": "MLOps, deployment and inference",
   "function": "Software that optimises how large language models are trained, to cut training costs.",
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   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/15820947",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=inephany"
   ],
   "source_quotes": [
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     "url": "https://www.uktech.news/ai/inephany-raises-1-7m-to-optimise-llm-training-20250416",
     "quotes": [
      "has raised £1.8m with the promise of lowering the costs of LLM training"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15820947",
     "quotes": [
      "INEPHANY LTD",
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      "Incorporated on 5 July 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=inephany",
     "quotes": [
      "RECURVIA LTD",
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      "Previous name: INEPHANY LTD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "AI development and training"
   ],
   "one_source": false,
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  {
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   "name": "Neuracore",
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   "status_detail": "Status as of November 2025 only (UKTN); the only Companies House company named Neuracore Ltd is an unrelated Cambridge company dissolved in May 2023.",
   "one_line": "Software and data infrastructure that robotics teams use to collect data and train robots with machine learning.",
   "description": "London start-up that supplies robot-learning infrastructure and data tools to robotics teams, and launched a free programme for academic researchers to store and work with robotics data. UKTN reported a $3 million (£2.26 million) round in November 2025 led by Earlybird Venture Capital, naming Stephen James as founder and chief executive. Companies House holds only Neuracore Ltd (13724870), dissolved on 9 May 2023, whose sole director is not Stephen James, so the start-up's legal entity was not found.",
   "uk_status": "uk",
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   "place": {
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   "people": [
    {
     "name": "Stephen James",
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     "source": "https://www.uktech.news/ai/neuracore-funding-free-academics-20251127"
    }
   ],
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     "amount_gbp": 2263809,
     "fx_rate": 1.3252,
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     "fx_date": "2025-11-27",
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   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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    "Autonomous and agent systems"
   ],
   "sectors": [
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    "machine-learning infrastructure"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
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   "type": "Companies",
   "category": "robotics",
   "function": "Software and data infrastructure that robotics teams use to collect data and train robots with machine learning.",
   "affiliation": "Software and tools",
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   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/neuracore-funding-free-academics-20251127",
     "quotes": [
      "has raised a $3m (£2.26m) investment round.",
      "democratise access to robot learning tools"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "robotics",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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   ],
   "degree": 0,
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  },
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   "name": "QuantrolOx",
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   "status_detail": "Companies House shows QuantrolOx Limited active; a Finnish company, QuantrolOx Holding Oy, opened a UK establishment on 19 May 2025.",
   "one_line": "AI software that automatically tunes the qubits of quantum computers, whatever the hardware.",
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   "uk_status": "uk",
   "company": {
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13529974",
    "ch_note": null,
    "legal_name": "QUANTROLOX LIMITED",
    "ch_status_r6": "Active"
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   "place": {
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    "region": "England: South East",
    "admin_district": "Oxford",
    "geocoded": "postcodes.io"
   },
   "people": [
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     "from": null,
     "source": "https://www.uktech.news/deep-tech/oxford-ai-quantum-computers-20220228"
    },
    {
     "name": "Vishal Chatrath",
     "role": "co-founder; director since 2021-07-26",
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     "source": "https://www.uktech.news/deep-tech/oxford-ai-quantum-computers-20220228"
    }
   ],
   "money": [
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     "detail": "seed led by Nielsen Ventures and Hoxton Ventures",
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     "fx_rate": 1.0,
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     "txt": "£1.4m",
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    }
   ],
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   "product": null,
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   ],
   "sectors": [
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   ],
   "confidence": "verified",
   "checked": "2026-10-29",
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   "held": [],
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   "type": "Companies",
   "category": "quantum computing software",
   "function": "AI software that automatically tunes the qubits of quantum computers, whatever the hardware.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/13529974",
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   ],
   "source_quotes": [
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13529974",
     "quotes": [
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      "Incorporated on 26 July 2021",
      "58290 - Other software publishing"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13529974/officers",
     "quotes": [
      "BRIGGS, George Andrew Davidson, Professor",
      "6 December 2021",
      "CHATRATH, Vishal",
      "26 July 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
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     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "Oxford (OX1 4HL; null; null)",
   "status_group": "active",
   "ext_links": [
    {
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     "page_label": "Investors"
    }
   ],
   "label_links": [
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   ],
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   "related_ids": []
  },
  {
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   "name": "Kluster",
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   "status": "active",
   "status_date": null,
   "status_detail": "Companies House search lists Kluster Enterprises Limited without a dissolution date, and its officers page shows a director appointed on 1 September 2025; the company page itself would not open.",
   "one_line": "Sales-forecasting software that tracks sales data and trends and helps sales teams plan.",
   "description": "Kluster is a London sales-software company. Founder Rory Brown started it with university friend Dan Thompson, its chief executive. UKTN called it an AI sales software start-up and reported a $5m (£4m) Series A led by Foresight Group in April 2023, with SuperSeed and angels including Cognism chief executive James Isilay. The registered company is Kluster Enterprises Limited. [Round 4, 30 Oct 2026] SOFTWARE & TOOLS: AI revenue platform that suggests enterprise executives' next commercial move. [Round 6, 30 Oct 2026] key_facts: Series A $5m (£4m) led by Foresight Group with SuperSeed and angels incl. Cognism CEO James Isilay (2023-04); earlier $1m round (2020-04) led by SuperSeed and Newable Ventures; HQ London; CEO Dan Thompson, co-founder Rory Brown",
   "uk_status": "uk",
   "company": {
    "ch_number": "09946422",
    "registered_office": "86-90 Paul Street, London, United Kingdom, EC2A 4NE (from search listing)",
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    "headcount": null,
    "ch_number_clean": "09946422",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09946422",
    "ch_note": null
   },
   "place": {
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    {
     "name": "Dan Thompson",
     "role": "chief executive; director (Daniel David Thompson) since 2016-07-11",
     "from": null,
     "source": "https://www.uktech.news/saas/kluster-series-a-20230425"
    },
    {
     "name": "Rory Brown",
     "role": "founder; director (Rory Ian Brown) since 2016-07-11",
     "from": null,
     "source": "https://www.uktech.news/saas/kluster-series-a-20230425"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
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     "detail": "Series A led by Foresight Group (reported as £4m)",
     "raw": "funding_round: 5000000 USD 2023-04 — Series A led by Foresight Group (reported as £4m)",
     "amount_gbp": 4043999,
     "fx_rate": 1.2364,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2364 per £ on 2023-03-31",
     "fx_date": "2023-03-31",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$5m",
     "gbp_txt": "£4m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "sales software"
   ],
   "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": "Sales-forecasting software that tracks sales data and trends and helps sales teams plan.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/saas/kluster-series-a-20230425",
    "https://find-and-update.company-information.service.gov.uk/company/09946422/officers",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=kluster",
    "https://technation.io/upscale-2026-cohort-announcement/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/saas/kluster-series-a-20230425",
     "quotes": [
      "Foresight Group has led the $5m (£4m) Series A funding round for the London-based AI sales software startup Kluster."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09946422/officers",
     "quotes": [
      "BROWN, Rory Ian",
      "Director",
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      "THOMPSON, Daniel David",
      "Director",
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=kluster",
     "quotes": [
      "KLUSTER ENTERPRISES LIMITED",
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     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://technation.io/upscale-2026-cohort-announcement/",
     "quotes": [
      "An AI revenue platform that tells enterprise execs their next best move"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "AI productivity and workplace tools",
     "div": "ai-productivity-and-workplace-tools"
    }
   ],
   "div_label": "AI productivity and workplace tools",
   "location": "London (EC2A 4NE; null; null)",
   "status_group": "active",
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   "label_links": [
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    },
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   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Start-ups"
  },
  {
   "id": "BIZ-SW-802",
   "name": "Context.ai",
   "bucket": "co",
   "status": "active",
   "status_date": "2023-08",
   "status_detail": "Last dated position read: $3.5m round in August 2023 (UKTN). The company was not found at Companies House under the name Context.ai, so current status is not confirmed.",
   "one_line": "Analytics for developers of AI chatbots, showing where a large language model product performs well and where it fails.",
   "description": "Context.ai is a London company that launched an analytics service for large language model products, studying chatbot conversations to show where they perform well and need work. UKTN reported $3.5m (£2.8m) in August 2023, co-led by Google Ventures and Theory Ventures, with 20SALES and angels including Snyk founder Guy Podjarny. Co-founders named are Henry Scott-Green and Alex Gamble (chief technology officer). Its UK legal entity was not identified.",
   "uk_status": "uk",
   "company": {
    "ch_number": null,
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
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    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Alex Gamble",
     "role": "co-founder and chief technology officer (as of 2023)",
     "from": null,
     "source": "https://www.uktech.news/ai/context-ai-funding-google-20230831"
    },
    {
     "name": "Henry Scott-Green",
     "role": "co-founder (as of 2023)",
     "from": null,
     "source": "https://www.uktech.news/ai/context-ai-funding-google-20230831"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 3500000,
     "currency": "USD",
     "date": "2023-08",
     "detail": "co-led by Google Ventures and Theory Ventures (reported as £2.8m)",
     "raw": "funding_round: 3500000 USD 2023-08 — co-led by Google Ventures and Theory Ventures (reported as £2.8m)",
     "amount_gbp": 2742517,
     "fx_rate": 1.2762,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2762 per £ on 2023-08-01",
     "fx_date": "2023-08-01",
     "fx_note": "month only given: rate for the 1st",
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     "gbp_txt": "£2.7m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI security and assurance",
    "AI development and training"
   ],
   "sectors": [
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    "developer tools",
    "LLM analytics"
   ],
   "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": "Analytics for developers of AI chatbots, showing where a large language model product performs well and where it fails.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/context-ai-funding-google-20230831"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/context-ai-funding-google-20230831",
     "quotes": [
      "London-based Context.ai has launched its large language model (LLM) analytics service.",
      "with $3.5m (£2.8m) in funding, co-led by Google Ventures."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI security and assurance",
    "AI development and training"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "developer tools and coding agents",
     "div": "developer-tools-and-coding-agents"
    }
   ],
   "div_label": "Developer tools and coding agents",
   "location": "London",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
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     "name": "Google Ventures"
    },
    {
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    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SW-803",
   "name": "Human Native AI",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2026-01-06",
   "status_detail": "Cloudflare, Inc. became the person with significant control (75% or more) of Human Native Ltd on 6 January 2026, replacing its two founding shareholders (Companies House).",
   "one_line": "Marketplace where AI developers license content from rights holders to train their models.",
   "description": "Human Native AI is a London company that runs a marketplace of licensed content that AI developers can buy to train models, with revenue-share, subscription and per-use licences. UKTN reported a £2.8m seed round led by LocalGlobe and Mercuri in June 2024. Companies House shows Cloudflare, Inc. holding 75% or more of Human Native Ltd from 6 January 2026, when shareholders Jack David Galilee and Dr James William Smith ceased to be persons with significant control. Price not found.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15609120",
    "registered_office": "County Hall/The Riverside Building, Belvedere Road, Westminster Bridge Road, 6th Floor, London, United Kingdom, SE1 7PB",
    "incorporated": "2024-04-02",
    "legal_form": "ltd",
    "owner_or_acquirer": "Cloudflare, Inc.",
    "headcount": null,
    "ch_number_clean": "15609120",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15609120",
    "ch_note": null
   },
   "place": {
    "text": "London (SE1 7PB; null; null)",
    "postcode": "SE1 7PB",
    "lat": 51.501972,
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   "people": [],
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    {
     "kind": "funding_round",
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     "currency": "GBP",
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     "amount_gbp": 2800000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£2.8m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI development and training"
   ],
   "sectors": [
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    "content licensing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SW-707",
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   "type": "Companies",
   "category": "training data",
   "function": "Marketplace where AI developers license content from rights holders to train their models.",
   "affiliation": "Software and tools",
   "sources": [
    "https://www.uktech.news/ai/human-native-ai-funding-20240604",
    "https://find-and-update.company-information.service.gov.uk/company/15609120",
    "https://find-and-update.company-information.service.gov.uk/company/15609120/persons-with-significant-control"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/human-native-ai-funding-20240604",
     "quotes": [
      "a marketplace of licensed content that developers can purchase to train their models",
      "The seed funding round for the startup was led by LocalGlobe and Mercuri."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15609120",
     "quotes": [
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      "Incorporated on 2 April 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15609120/persons-with-significant-control",
     "quotes": [
      "Cloudflare, Inc.",
      "Notified on 6 January 2026",
      "Ownership of shares – 75% or more"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "training data",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (SE1 7PB; null; null)",
   "status_group": "acquired",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-036",
     "name": "LocalGlobe",
     "page": "investors",
     "href": "../investors/#org=BIZ-INV-036",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Cloudflare, Inc."
    },
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   ],
   "degree": 2,
   "related_ids": [
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   ]
  },
  {
   "id": "BIZ-SW-804",
   "name": "Attio",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "UKTN reported a $52m Series B in August 2025; Companies House shows Attio Limited active, with a director appointed on 18 July 2025. Companies House shows ATTIO LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Customer relationship management software built around AI tools and agents.",
   "description": "Attio, founded in 2017 by Nicolas Sharp and Alexander Christie (chief technology officer), builds an AI-native customer relationship management platform designed around AI tools and agents. UKTN reported a $52m (£38.6m) Series B led by Google Ventures in August 2025, with Redpoint Ventures, Balderton Capital, Point and 01A. The registered company, Attio Limited, is in London and was called F Stack Ltd until October 2020. [Round 6, 30 Oct 2026] latest_money (earlier round): 2023-03-03; Series A; 23,500,000 USD (£19.6m); Redpoint Ventures (lead); Balderton Capital, Point Nine [Round 6, 30 Oct 2026] key_facts: More than 2,000 customers incl. OpenAI and Coca-Cola; 25 staff (2023-03); total raised $116m (£86m) (2025-08) [Round 6, 30 Oct 2026] founders: Nicolas Sharp — co-founder and CEO (2023); Alexander Christie — co-founder and CTO (2025). Founding year given as 2019 (2023 article) and 2017 (2025 article): check [Round 6, 30 Oct 2026] key_facts: 25 staff; more than 2,000 customers including OpenAI and Coca-Cola; total funding $31.2m (2023-03) [Round 6 profile, 30 Oct 2026] founded: 2017 (UKTN); hq: London (England: London) — UKTN 2023; headcount: 25 — 2023-03 — https://www.uktech.news/saas/attio-series-a-20230303; what it does: A customer relationship management (CRM) system built around AI. Firms use it to track contacts, deals and emails; \"Ask Attio\" lets staff question all their CRM data in plain language.; usage or revenue as published: more than 2,000 customers — 2023-03 — UKTN; apps can reach \"hundreds of thousands of Attio users\" — 2025-11 — https://attio.com/blog/meet-the-attio-developer-platform; \"5,000 paying customers\" and \"on track to 4x ARR growth this year\" — 2025-08 — https://attio.com/blog/attio-raises-52m-series-b; status now: Active; London-founded AI CRM with 5,000 paying customers (2025) that bought the Inconvo team in July 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10719702",
    "registered_office": "42 St John's Square, 2nd Floor, London, United Kingdom, EC1M 4EA",
    "incorporated": "2017-04-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
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    "ch_number_clean": "10719702",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10719702",
    "ch_note": null,
    "legal_name": "ATTIO LIMITED",
    "previous_names": [
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    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (EC1M 4EA; null; null)",
    "postcode": "EC1M 4EA",
    "lat": 51.523148,
    "lng": -0.103239,
    "region": "England: London",
    "admin_district": null,
    "geocoded": "postcodes.io"
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   "people": [
    {
     "name": "Nicolas Sharp",
     "role": "co-founder; director since 2017-04-11",
     "from": null,
     "source": "https://www.uktech.news/ai/attio-ai-crm-series-b-20250827"
    },
    {
     "name": "Alexander Christie",
     "role": "co-founder and chief technology officer",
     "from": null,
     "source": "https://www.uktech.news/ai/attio-ai-crm-series-b-20250827"
    },
    {
     "name": "Alexander Christie",
     "role": "co-founder and CTO",
     "from": null,
     "source": "https://www.uktech.news/ai/attio-ai-crm-series-b-20250827",
     "round4": true
    },
    {
     "name": "Nicolas Sharp",
     "role": "co-founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/saas/attio-series-a-20230303",
     "round4": true
    },
    {
     "name": "Nicolas Sharp",
     "role": "Co-founder and CEO",
     "from": "2017",
     "source": "https://attio.com/blog/attio-raises-52m-series-b",
     "round4": true
    },
    {
     "name": "Alexander Christie",
     "role": "Co-founder and CTO",
     "from": "2017",
     "source": "https://www.uktech.news/ai/attio-ai-crm-series-b-20250827",
     "round4": true
    },
    {
     "name": "Michael McBride",
     "role": "Board member (GV)",
     "from": "2025-08",
     "source": "https://attio.com/blog/attio-raises-52m-series-b",
     "round4": true
    },
    {
     "name": "Alex Bard",
     "role": "Board member (Redpoint Ventures)",
     "from": "2023-03",
     "source": "https://attio.com/blog/series-a-round",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 52000000,
     "currency": "USD",
     "date": "2025-08",
     "detail": "Series B led by Google Ventures (reported as £38.6m)",
     "raw": "funding_round: 52000000 USD 2025-08 — Series B led by Google Ventures (reported as £38.6m)",
     "amount_gbp": 39206816,
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     "fx_date": "2025-08-01",
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   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Autonomous and agent systems"
   ],
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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": "CRM software",
   "function": "Customer relationship management software built around AI tools and agents.",
   "affiliation": "Software and tools",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/10719702",
    "https://find-and-update.company-information.service.gov.uk/company/10719702/officers",
    "https://www.uktech.news/saas/attio-series-a-20230303",
    "https://attio.com/blog/attio-raises-52m-series-b",
    "https://attio.com/blog/series-a-round",
    "https://attio.com/blog/attio-raises-33-million-in-funding",
    "https://attio.com/blog/seed-round",
    "https://attio.com/blog/inconvo-is-joining-attio",
    "https://attio.com/blog/introducing-ask-attio",
    "https://attio.com/customers",
    "https://attio.com/blog/meet-the-attio-developer-platform"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/attio-ai-crm-series-b-20250827",
     "quotes": [
      "has raised $52m (£38.6m) in a Series B round led by Google Ventures."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10719702",
     "quotes": [
      "ATTIO LIMITED",
      "Active",
      "Incorporated on 11 April 2017",
      "F STACK LTD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10719702/officers",
     "quotes": [
      "Nicolas Oliver Sharp",
      "Director",
      "11 April 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/saas/attio-series-a-20230303",
     "quotes": [
      "Redpoint Ventures led the Attio Series A round"
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     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/attio-raises-52m-series-b",
     "quotes": [
      "We've now raised $116 million to date."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/series-a-round",
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      "20+ people across North America and Europe."
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     "amendment": false
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    {
     "url": "https://attio.com/blog/attio-raises-33-million-in-funding",
     "quotes": [
      "just raised $33 million to build the definitive CRM for the next generation."
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/seed-round",
     "quotes": [
      "will help accelerate our mission to completely change CRM."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/inconvo-is-joining-attio",
     "quotes": [
      "Eoghan and Liam are builders at heart and perfectly encapsulate the philosophy of our team and product."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/introducing-ask-attio",
     "quotes": [
      "available today on Plus, Pro, and Enterprise plans."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/customers",
     "quotes": [
      "thousands of companies"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://attio.com/blog/meet-the-attio-developer-platform",
     "quotes": [
      "the first AI-native CRM with a platform anyone can build on."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "CRM software",
     "div": "companies"
    }
   ],
   "div_label": "Companies",
   "location": "London (EC1M 4EA; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
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   "label_links": [
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  {
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   "name": "EvoluteIQ",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "UKTN reported $53m of growth capital from Baird Capital in September 2025; Companies House shows EvoluteIQ Limited active. Companies House shows EVOLUTEIQ LIMITED as Active (checked 31 Oct 2026).",
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   "description": "EvoluteIQ is a London company with teams in India, Sweden and the US, led by co-founder and chief executive Sameet Gupte. Its EIQ platform uses agentic AI to automate decision-making and repetitive tasks in banking, insurance and healthcare. UKTN reported a $53m (£38.8m) growth capital investment from Baird Capital in September 2025, with two Baird partners joining the board. [Round 6, 30 Oct 2026] key_facts: Product EIQ agentic AI platform; HQ London with operations in India, Sweden and the US; serves banking, insurance and healthcare; founded 2019 (2025-09) [Round 6, 30 Oct 2026] people: Sameet Gupte co-founder and CEO; Daina Spedding and Mark Donnelly (Baird Capital) join the board (2025-09) [Round 6 profile, 30 Oct 2026] founded: 2019 (UKTN); hq: London (England: London); what it does: Sells EIQ, an \"agentic AI\" platform that automates decisions and repetitive back-office processes for banks, insurers and healthcare firms.; status now: Active per existing record; no 2026 page opened this round.",
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    {
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    {
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    },
    {
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    "https://find-and-update.company-information.service.gov.uk/company/11865494/officers",
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    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11865494",
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11865494/officers",
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     "trade": false,
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    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-4-20250919",
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      "(trade) — EvoluteIQ \"£38.8m\", Baird Capital"
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     "accessed": "2026-10-30",
     "trade": false,
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   ],
   "website": [],
   "colleges": [],
   "topics": [
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   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "dept": "agents and automation",
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   "location": "London (EC2A 2AP; null; null)",
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   "status_detail": "tech.eu reported a $50m Series C in the week to 3 August 2026; Companies House shows Inforcer Ltd active.",
   "one_line": "Security and management platform for managed IT service providers, described as an AI security platform.",
   "description": "inforcer is a UK company whose platform serves managed service providers (MSPs). tech.eu listed a $50m Series C in August 2026 \"to scale AI security platform for MSPs\"; investors were not named. Inforcer Ltd is registered in Richmond, London. How AI is used in the product is not described in the source read, so its AI status rests on tech.eu's label. [Round 6 profile, 30 Oct 2026] founded: 2022 (UKTN: \"launched in 2022\"); hq: London (England: London); what it does: Software for managed IT service providers that look after many small firms' Microsoft 365 accounts, letting them set, roll out, back up and restore security policies across all clients at once.; status now: Active per existing record; this round adds its 2024 and 2025 rounds.",
   "uk_status": "uk",
   "company": {
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    "registered_office": "First Floor, Explore Richmond, 18-24 (Even) Paradise Road, Richmond, United Kingdom, TW9 1SR",
    "incorporated": "2022-06-01",
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    "ch_note": null,
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   "people": [
    {
     "name": "Jamie Daum",
     "role": "CEO",
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     "source": "https://www.uktech.news/saas/inforcer-raises-26m-to-bridge-gap-between-msps-and-microsoft-20250723",
     "round4": true
    },
    {
     "name": "Jamie Daum",
     "role": "Chief executive",
     "from": "null (in post 2025-07)",
     "source": "https://www.uktech.news/saas/inforcer-raises-26m-to-bridge-gap-between-msps-and-microsoft-20250723",
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    }
   ],
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     "fx_date": "2026-07-31",
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   ],
   "site": null,
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   "dsit_domains": [
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   ],
   "sectors": [
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   "confidence": "verified",
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   "type": "Companies",
   "category": "IT security",
   "function": "Security and management platform for managed IT service providers, described as an AI security platform.",
   "affiliation": "Software and tools",
   "sources": [
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   "source_quotes": [
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     "quotes": [
      "UK: inforcer raises $50M Series C to scale AI security platform for MSPs"
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     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
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     "quotes": [
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     "quotes": [
      "(trade) — \"The new investment was led by Dawn Capital along with participation from Meritech Capital."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
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   ],
   "website": [],
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  {
   "id": "BIZ-SW-807",
   "name": "Mindset AI",
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   "status_date": "2026-10-31",
   "status_detail": "UKTN reported a £4.3m round in April 2025; Companies House shows Mindset AI Ltd active, with Mercia's nominee on the board from 14 March 2025. Companies House shows MINDSET AI LTD as Active (checked 31 Oct 2026).",
   "one_line": "Platform that lets software companies embed AI agents into their own products.",
   "description": "Mindset AI, founded in 2019 and based in North London, works with software businesses to integrate AI agents into their products and operations. It is led by co-founder and chief executive Barrie Hadfield. UKTN reported a £4.3m round in April 2025, co-led by Pembroke VCT and Edge VC with Mountside Ventures, to fund US expansion and a Chicago office. The company was called Humanoid AI Ltd, then Monkee AI Ltd, before February 2021. [Round 6, 30 Oct 2026] key_facts: Revenue up 120% year on year to £1m for 2024 (2025-04); HQ North London; US office in Chicago; founded 2019; earlier backers Mercia and angels; co-founder and CEO Barrie Hadfield",
   "uk_status": "uk",
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     "source": "https://www.uktech.news/ai/embedded-agent-startup-mindset-ai-raises-4-3m-to-expand-to-us-20250415"
    },
    {
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     "fx_source": "as published (GBP)",
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     "txt": "£4.3m",
     "gbp_txt": ""
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   ],
   "site": null,
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   "dsit_domains": [
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    "developer tools",
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     "amendment": false
    },
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    },
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     "url": "https://find-and-update.company-information.service.gov.uk/company/12318480/officers",
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     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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    "AI implementation"
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   "one_source": false,
   "confidence_raw": "verified",
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   ],
   "div_label": "Developer tools and coding agents",
   "location": "London (E1 5JL; null; null)",
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   "label_links": [
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   "id": "BIZ-SW-808",
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   "bucket": "co",
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     "trade": true,
     "amendment": false
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