{
 "title": "UK BUSINESS AI UNIVERSE: Start-ups: Industry",
 "built": "2026-10-31 17:13 UTC",
 "last_checked": "2026-10-29",
 "checked_range": [
  "2026-10-29",
  "2026-10-29"
 ],
 "as_of": "2026-10-29",
 "buckets": [
  {
   "key": "co",
   "label": "Companies",
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   "count": 105
  },
  {
   "key": "inv",
   "label": "Investors and funds",
   "color": "#2e86de",
   "count": 0
  },
  {
   "key": "deal",
   "label": "Deals",
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  },
  {
   "key": "prog",
   "label": "Schemes, programmes and AI lines",
   "color": "#f39c12",
   "count": 0
  },
  {
   "key": "site",
   "label": "Data centres and compute sites",
   "color": "#8e44ad",
   "count": 0
  },
  {
   "key": "org",
   "label": "Networks, bodies, events and media",
   "color": "#34495e",
   "count": 0
  },
  {
   "key": "part",
   "label": "Partnerships and contracts",
   "color": "#e67e22",
   "count": 0
  },
  {
   "key": "prod",
   "label": "Chips, models and products",
   "color": "#e84393",
   "count": 0
  },
  {
   "key": "person",
   "label": "People",
   "color": "#9bbf00",
   "count": 0
  }
 ],
 "divisions": [
  {
   "key": "industry",
   "label": "Industry",
   "count": 105,
   "depts": [
    {
     "dept": "Industry",
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    },
    {
     "dept": "agriculture",
     "count": 10
    },
    {
     "dept": "construction",
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    },
    {
     "dept": "robotics",
     "count": 7
    },
    {
     "dept": "autonomous vehicles",
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    },
    {
     "dept": "manufacturing",
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    },
    {
     "dept": "industry",
     "count": 3
    },
    {
     "dept": "logistics",
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    },
    {
     "dept": "HR",
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    },
    {
     "dept": "supply chain",
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    },
    {
     "dept": "materials science",
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    },
    {
     "dept": "industrial operations",
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    },
    {
     "dept": "steel",
     "count": 2
    },
    {
     "dept": "industrial biotechnology",
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    },
    {
     "dept": "transport",
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    },
    {
     "dept": "retail",
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    },
    {
     "dept": "laboratory automation",
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    },
    {
     "dept": "recycling",
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    },
    {
     "dept": "robotics software",
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    },
    {
     "dept": "infrastructure",
     "count": 1
    },
    {
     "dept": "automotive",
     "count": 1
    },
    {
     "dept": "food service",
     "count": 1
    },
    {
     "dept": "semiconductors",
     "count": 1
    },
    {
     "dept": "electric motors",
     "count": 1
    },
    {
     "dept": "embedded software",
     "count": 1
    },
    {
     "dept": "chemistry",
     "count": 1
    },
    {
     "dept": "roads",
     "count": 1
    },
    {
     "dept": "energy",
     "count": 1
    },
    {
     "dept": "waste and recycling",
     "count": 1
    },
    {
     "dept": "engineering design",
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    },
    {
     "dept": "fire safety",
     "count": 1
    },
    {
     "dept": "freight and logistics",
     "count": 1
    },
    {
     "dept": "materials",
     "count": 1
    },
    {
     "dept": "building inspection",
     "count": 1
    },
    {
     "dept": "parcel delivery",
     "count": 1
    },
    {
     "dept": "maritime",
     "count": 1
    },
    {
     "dept": "manufacturing software",
     "count": 1
    },
    {
     "dept": "manufacturing marketplace",
     "count": 1
    },
    {
     "dept": "construction technology",
     "count": 1
    },
    {
     "dept": "aviation",
     "count": 1
    },
    {
     "dept": "workplace safety",
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    },
    {
     "dept": "pest control",
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    },
    {
     "dept": "field operations",
     "count": 1
    },
    {
     "dept": "industrial automation",
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    },
    {
     "dept": "marine robotics",
     "count": 1
    },
    {
     "dept": "drones",
     "count": 1
    },
    {
     "dept": "field services",
     "count": 1
    }
   ]
  }
 ],
 "colleges": [],
 "nodes": [
  {
   "id": "BIZ-CHIP-025",
   "name": "Myrtle.ai",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-08-25",
   "status_detail": "Reported on 25 August 2026 that its VOLLO accelerator set the lowest p99 latency published on the STAC-ML Tacana benchmark suite.",
   "one_line": "Makes software that runs machine-learning models on FPGA chips in microseconds, sold mainly to trading firms under the VOLLO name.",
   "description": "Myrtle.ai, based in Cambridge, sells VOLLO, which it calls a low-latency machine-learning inference accelerator, running models on FPGA hardware such as AMD's Alveo V80 card. Its main customers are capital-markets trading firms, with a product also aimed at security uses. On 25 August 2026 it reported the lowest p99 latency published on the STAC-ML Tacana suite. Its Companies House entry was not confirmed: Myrtle Software Limited (04978210, Cambridge) is a likely match but no page opened links the two. [Round 4, 30 Oct 2026] START-UPS: Compiler technology that turns trained AI networks into efficient chip designs, applied to driver-assistance computer vision.",
   "uk_status": "uk",
   "company": {
    "ch_number": "04978210",
    "registered_office": "Third Floor St. Andrews House, 59 St. Andrews Street, Cambridge, England, CB2 3BZ",
    "incorporated": "2003-11-27",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "04978210",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/04978210",
    "ch_note": null
   },
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    "text": "Cambridge (CB2 3BZ)",
    "postcode": "CB2 3BZ",
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     "from": null,
     "source": "https://myrtle.ai/about/",
     "amendment": true
    },
    {
     "name": "Tom Lagatta",
     "role": "Executive Chairman",
     "from": null,
     "source": "https://myrtle.ai/about/",
     "amendment": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI infrastructure"
   ],
   "sectors": [
    "AI inference acceleration",
    "FPGA",
    "financial trading"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Part 2.4",
     "field": "company",
     "text": "ch_number 04978210 \\| registered_office Third Floor St. Andrews House, 59 St. Andrews Street, Cambridge, England, CB2 3BZ \\| incorporated 2003-11-27 \\| legal_form ltd"
    },
    {
     "from": "Part 2.4",
     "field": "people",
     "text": "Peter Baldwin — Founder and CEO ; Tom Lagatta — Executive Chairman"
    },
    {
     "from": "Part 2.4",
     "field": "place",
     "text": "Cambridge (CB2 3BZ; null, null) — region: England: East of England"
    },
    {
     "from": "Part 2.4",
     "field": "confidence",
     "text": "verified (company site plus Companies House)"
    },
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "place",
     "text": "place → Cambridge (CB2 3BZ) — now confirmed on the company's privacy page and Companies House (was \"from Package 1 lead; not confirmed\")"
    },
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.legal_form",
     "text": "company.legal_form → ltd"
    }
   ],
   "held": [],
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   "package1_id": "biz-myrtle-ai",
   "type": "Companies",
   "category": "AI inference acceleration",
   "function": "Makes software that runs machine-learning models on FPGA chips in microseconds, sold mainly to trading firms under the VOLLO name.",
   "affiliation": "Chips and hardware",
   "sources": [
    "https://myrtle.ai/resources/news/blog-setting-a-new-record-for-single-digit-microsecond-latency-inference-in-capital-markets/",
    "https://myrtle.ai/data-use-and-privacy-policy/",
    "https://find-and-update.company-information.service.gov.uk/company/04978210",
    "https://myrtle.ai/about/",
    "https://assets.publishing.service.gov.uk/media/5b8d327840f0b67daf8069fd/ccav-research-and-development-projects.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://myrtle.ai/resources/news/blog-setting-a-new-record-for-single-digit-microsecond-latency-inference-in-capital-markets/",
     "quotes": [
      "VOLLO is myrtle.ai's low-latency ML inference accelerator",
      "lowest p99 latency ever published on the STAC-ML Tacana suite\" (August 25, 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://myrtle.ai/data-use-and-privacy-policy/",
     "quotes": [
      "Myrtle Software Ltd",
      "59 St. Andrew's Street, Cambridge, Cambridgeshire, United Kingdom, CB2 3BZ"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/04978210",
     "quotes": [
      "MYRTLE SOFTWARE LIMITED",
      "Third Floor St. Andrews House, 59 St. Andrews Street, Cambridge, England, CB2 3BZ",
      "Active",
      "27 November 2003"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://myrtle.ai/about/",
     "quotes": [
      "Founded in 2017",
      "the world leader in low latency AI inference."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": true
    },
    {
     "url": "https://assets.publishing.service.gov.uk/media/5b8d327840f0b67daf8069fd/ccav-research-and-development-projects.pdf",
     "quotes": [
      "Myrtle's commercial focus is our compiler technology, taking trained AI networks and outputting efficient designs"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI infrastructure"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "industry",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Cambridge (CB2 3BZ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "partner_of",
     "id": "BIZ-INV-058",
     "name": "AMD (as investor)",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-058",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: part_of",
     "id": "BIZ-CHIP-026",
     "name": "VOLLO",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-026",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Centre for Connected and Autonomous Vehicles"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Chips and hardware"
  },
  {
   "id": "BIZ-SW-008",
   "name": "Monolith AI",
   "bucket": "co",
   "status": "acquired",
   "status_date": "2025-11-05",
   "status_detail": "CoreWeave announced an agreement to acquire Monolith on 6 October 2025; Companies House records CoreWeave, Inc. as owner of 75% or more from 5 November 2025, moved to CoreWeave UK Limited on 25 February 2026.",
   "one_line": "Makes machine-learning software that engineers use to learn from physical test data so they can run fewer tests on products such as cars and batteries.",
   "description": "Monolith AI Limited was incorporated in London in May 2016 (as uQuant Limited, renamed 2018) and was founded by Dr Richard Ahlfeld, its chief executive. It sells software that applies machine learning to engineering test data, used by engineering companies to cut the number of physical tests. Imperial College's Touchstone Innovations and Pentech Ventures were earlier significant shareholders. On 6 October 2025 CoreWeave, the US AI cloud company, announced an agreement to buy it; terms were not disclosed. Companies House shows CoreWeave, Inc. as the controlling shareholder from 5 November 2025, which indicates completion, and CoreWeave UK Limited from 25 February 2026. [Labs Round 8, 31 Oct 2026] customers_or_partners: BMW, Honda, BAE Systems, Siemens (as of 2021-08-23); founded 2016 by Richard Ahlfeld [Labs Round 8, 31 Oct 2026] Listed on Labs (Engineering simulation): London AI engineering software that applies machine learning to product test data (acquired 2025-10-06; deal already on site) [Labs Round 8, 31 Oct 2026] Merged with BIZ-SU-IND-021 (Monolith AI, START-UPS) as the Labs Round 8 file asks (Part 1.3 item 26); its facts and sources now sit here.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10200820",
    "registered_office": "Phosphor (6th Floor), 133 Park Street, London, England, SE1 9EA",
    "incorporated": "2016-05-26",
    "legal_form": "ltd",
    "owner_or_acquirer": "CoreWeave (CoreWeave UK Limited from 2026-02-25)",
    "headcount": null,
    "ch_number_clean": "10200820",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10200820",
    "ch_note": null,
    "legal_name": "MONOLITH AI LIMITED",
    "previous_names": [
     "UQUANT LIMITED (2016–2018)"
    ],
    "ch_status_r6": "Active"
   },
   "place": {
    "text": "London (SE1 9EA)",
    "postcode": "SE1 9EA",
    "lat": 51.506675,
    "lng": -0.093332,
    "region": "England: London",
    "admin_district": "Southwark",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Richard Ahlfeld",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation"
    },
    {
     "name": "Dr Richard Ahlfeld",
     "role": "Founder and CEO",
     "from": null,
     "source": "https://investors.coreweave.com/news/news-details/2025/CoreWeave-to-Acquire-Monolith-Expanding-AI-Cloud-Platform-into-Industrial-Innovation/default.aspx"
    }
   ],
   "money": [
    {
     "kind": "note",
     "amount": null,
     "currency": null,
     "date": null,
     "detail": null,
     "raw": "null (terms not disclosed)",
     "kind_as_written": null,
     "amount_gbp": null,
     "fx_rate": null,
     "fx_source": null,
     "fx_note": "no amount published",
     "txt": "",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Knowledge generation"
   ],
   "sectors": [
    "engineering",
    "automotive",
    "batteries"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SU-IND-021",
   "package1_id": "biz-monolith-ai",
   "type": "Companies",
   "category": "engineering",
   "function": "Makes machine-learning software that engineers use to learn from physical test data so they can run fewer tests on products such as cars and batteries.",
   "affiliation": "Software and tools",
   "sources": [
    "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation",
    "https://find-and-update.company-information.service.gov.uk/company/10200820/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/company/10200820",
    "https://www.uktech.news/news/london-ai-startup-monolith-ai-funding-20210823",
    "https://investors.coreweave.com/news/news-details/2025/CoreWeave-to-Acquire-Monolith-Expanding-AI-Cloud-Platform-into-Industrial-Innovation/default.aspx",
    "https://www.nafems.org/about-us/media/news/industrynews1003/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation/"
   ],
   "source_quotes": [
    {
     "url": "https://coreweave.com/news/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation",
     "quotes": [
      "October 6, 2025",
      "today announced an agreement to acquire Monolith AI Limited",
      "Terms of the transaction were not disclosed.",
      "Dr. Richard Ahlfeld, Founder and CEO of Monolith"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10200820/persons-with-significant-control",
     "quotes": [
      "Coreweave Uk Limited\" \"Notified on: 25 February 2026",
      "Coreweave, Inc.\" \"Notified on: 5 November 2025\" \"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/10200820",
     "quotes": [
      "MONOLITH AI LIMITED\" \"Active\" \"Phosphor (6th Floor), 133 Park Street, London, England, SE1 9EA\" \"26 May 2016\" \"UQUANT LIMITED"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/london-ai-startup-monolith-ai-funding-20210823",
     "quotes": [
      "Dr Richard Ahlfeld, CEO and founder of Monolith AI"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://investors.coreweave.com/news/news-details/2025/CoreWeave-to-Acquire-Monolith-Expanding-AI-Cloud-Platform-into-Industrial-Innovation/default.aspx",
     "quotes": [
      "a pioneer in applying artificial intelligence and machine learning to solve complex physics and engineering challenges",
      "Terms of the transaction were not disclosed.\" (dated October 6, 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.nafems.org/about-us/media/news/industrynews1003/coreweave-to-acquire-monolith-expanding-ai-cloud-platform-into-industrial-innovation/",
     "quotes": [
      "Founder and CEO of Monolith",
      "Nissan, BMW and Honeywell"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (SE1 9EA)",
   "status_group": "acquired",
   "ext_links": [
    {
     "kind": "acquired_by",
     "id": "BIZ-BIG-023",
     "name": "CoreWeave (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-023",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "acquired_by",
     "id": "BIZ-BIG-023",
     "name": "CoreWeave (UK)",
     "page": "big-tech",
     "href": "../../big-tech/#org=BIZ-BIG-023",
     "page_label": "Big tech in the UK"
    },
    {
     "kind": "linked from: works_at",
     "id": "BIZ-TAL-091",
     "name": "Richard Ahlfeld",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-091",
     "page_label": "Talent"
    },
    {
     "kind": "linked from: founder_of",
     "id": "BIZ-TAL-091",
     "name": "Richard Ahlfeld",
     "page": "talent",
     "href": "../../talent/#org=BIZ-TAL-091",
     "page_label": "Talent"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Pentech Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Touchstone Innovations (Imperial College)"
    },
    {
     "kind": "funded_by",
     "name": "Pentech Ventures"
    },
    {
     "kind": "spun_out_of",
     "name": "Imperial College London"
    }
   ],
   "degree": 0,
   "related_ids": [],
   "cross_listed_from": "Software and tools"
  },
  {
   "id": "BIZ-SU-IND-039",
   "name": "Slamcore",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a US$16m (£12.8m) Series A led by ROBO Global Ventures and Presidio Ventures, reported 4 May 2022; Companies House shows Slamcore Limited active on 29 October 2026, with IP2IPO Services Limited appointed a director on 1 April 2025. Companies House shows SLAMCORE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "London company making software that uses AI so robots and drones can map their surroundings and work out where they are, using ordinary cameras.",
   "description": "Slamcore Limited was incorporated in February 2016. UKTN describes it as \"creating algorithms that will let autonomous devices\" understand their surroundings, using \"artificial intelligence\" with consumer-grade hardware. In May 2022 it raised US$16m (£12.8m) in a Series A led by ROBO Global Ventures and Presidio Ventures. Owen Nicholson is founder and chief executive and a director at Companies House. Its registered office is in Oakham, Rutland; UKTN calls it London-based. IP2IPO Services Limited (IP Group) became a corporate director on 1 April 2025. [Round 4, 30 Oct 2026] SOFTWARE & TOOLS: \"Spatial AI\" software that lets robots, drones and other autonomous machines locate themselves and understand their surroundings. [Round 6, 30 Oct 2026] investors (2018 round): 2018-09-28 $5m round led by Amadeus Capital Partners (not MMC, as DEAL-SW-2003 implies); Mirai Creation Fund and Toyota AI Ventures followed on; MMC Ventures and Octopus Ventures joined [Round 6, 30 Oct 2026] investors (2022 round): 2022-05-04 Series A $16m (£12.8m) led by ROBO Global Ventures and Presidio Ventures; Amadeus, Global Brain, IP Group, MMC, Octopus, Samsung Ventures, Toyota Ventures, Yamato Holdings [Round 6, 30 Oct 2026] customers and people: Meta uses SLAMcore mapping software (2022-05); HQ London; Owen Nicholson founder and CEO; Dr Stefan Leutenegger co-founder [Round 6, 30 Oct 2026] correction to DEAL-SW-2003 (2018-09, $5m): lead investor was Amadeus Capital Partners; Mirai Creation Fund and Toyota AI Ventures returned; MMC Ventures and Octopus Ventures were new investors; CEO Owen Nicholson, co-founder Stefan Leutenegger [Round 6, 30 Oct 2026] correction to DEAL-SW-2005 (2022-05, $16m): Series A led by ROBO Global Ventures and Presidio Ventures; with Amadeus, Global Brain, IP Group, MMC, Octopus, Samsung Ventures, Toyota Ventures, Yamato Holdings",
   "uk_status": "uk",
   "company": {
    "ch_number": "09999502",
    "registered_office": "Ketton Suite, The King Centre, Main Road, Barleythorpe, Oakham, Rutland, England, LE15 7WD",
    "incorporated": "2016-02-11",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09999502",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09999502",
    "ch_note": null
   },
   "place": {
    "text": "London (per UKTN)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Owen Nicholson",
     "role": "Founder and CEO",
     "from": "director from 2018-01-18",
     "source": "https://www.uktech.news/ai/slamcore-12m-help-robots-navigate-20220504"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 16000000,
     "currency": "USD",
     "date": "2022-05-04",
     "detail": "Series A led by ROBO Global Ventures and Presidio Ventures",
     "raw": "funding_round: 16000000 USD 2022-05-04 — Series A led by ROBO Global Ventures and Presidio Ventures",
     "amount_gbp": 12801024,
     "fx_rate": 1.2499,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2499 per £ on 2022-05-04",
     "fx_date": "2022-05-04",
     "fx_note": "",
     "txt": "US$16m",
     "gbp_txt": "£12.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "robotics",
    "spatial intelligence",
    "logistics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London company making software that uses AI so robots and drones can map their surroundings and work out where they are, using ordinary cameras.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/slamcore-12m-help-robots-navigate-20220504",
    "https://find-and-update.company-information.service.gov.uk/company/09999502",
    "https://find-and-update.company-information.service.gov.uk/company/09999502/officers",
    "https://mmc.vc/portfolio/slamcore/",
    "https://mmc.vc/portfolio/",
    "https://www.uktech.news/news/amadeus-capital-partners-leads-slamcores-5m-round-20180928"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/slamcore-12m-help-robots-navigate-20220504",
     "quotes": [
      "$16m (£12.8m)",
      "led by ROBO Global Ventures and Presidio Ventures",
      "uses artificial intelligence",
      "The London-based startup\" (dated 4 May 2022)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09999502",
     "quotes": [
      "SLAMCORE LIMITED\" \"Active\" \"11 February 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09999502/officers",
     "quotes": [
      "Owen Thomas Nicholson\" director appointed 18 January 2018; \"IP2IPO Services Limited\" appointed 1 April 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://mmc.vc/portfolio/slamcore/",
     "quotes": [
      "SLAMcore helps autonomous vehicles, including robots and drones position themselves and understand their surroundings",
      "UK-based"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://mmc.vc/portfolio/",
     "quotes": [
      "Spatial intelligence software"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/amadeus-capital-partners-leads-slamcores-5m-round-20180928",
     "quotes": [
      "Having backed SLAMcore at the start, we're excited to be investing again"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "robotics",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (per UKTN)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-008",
     "name": "IP Group",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-008",
     "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": [
    {
     "kind": "funded_by",
     "name": "ROBO Global Ventures"
    },
    {
     "kind": "funded_by",
     "name": "Presidio Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-040",
   "name": "VivaCity (Vivacity Labs)",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised £7m from ENV with Foresight Group and Gresham House Ventures, reported 16 February 2023, to take its platform to North America; Companies House shows Vivacity Labs Limited active on 29 October 2026. Companies House shows VIVACITY LABS LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "London company whose AI sensors count and track traffic, cyclists and pedestrians so councils can plan and run road networks.",
   "description": "Vivacity Labs Limited was incorporated in London in December 2015. UKTN says VivaCity \"uses AI sensors to gather data on transport modes, traffic flow, and travel patterns\" for local councils and was taking its \"AI traffic optimisation platform\" to North America. In February 2023 it raised £7m from ENV, with existing investors Foresight Group and Gresham House Ventures, after a £5m Series A in February 2022. Mark Nicholson is co-founder and chief executive and a director at Companies House. [Round 4, 30 Oct 2026] product: DfT Transport AI Action Plan (2025) case study on AI traffic data",
   "uk_status": "uk",
   "company": {
    "ch_number": "09924516",
    "registered_office": "3 Haberdasher Street, London, United Kingdom, N1 6ED",
    "incorporated": "2015-12-21",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09924516",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09924516",
    "ch_note": null
   },
   "place": {
    "text": "London (N1 6ED)",
    "postcode": "N1 6ED",
    "lat": 51.529324,
    "lng": -0.085955,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Mark Nicholson",
     "role": "Co-founder and CEO",
     "from": "director from 2016-03-03",
     "source": "https://www.uktech.news/mobility/vivacity-raises-7m-20230216"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 7000000,
     "currency": "GBP",
     "date": "2023-02-16",
     "detail": "from ENV with Foresight Group and Gresham House Ventures",
     "raw": "funding_round: 7000000 GBP 2023-02-16 — from ENV with Foresight Group and Gresham House Ventures",
     "amount_gbp": 7000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£7m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "AI implementation"
   ],
   "sectors": [
    "transport",
    "traffic management",
    "local government"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London company whose AI sensors count and track traffic, cyclists and pedestrians so councils can plan and run road networks.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/mobility/vivacity-raises-7m-20230216",
    "https://find-and-update.company-information.service.gov.uk/company/09924516",
    "https://find-and-update.company-information.service.gov.uk/company/09924516/officers",
    "https://find-and-update.company-information.service.gov.uk/company/09924516",
    "https://assets.publishing.service.gov.uk/media/68519a48510376e43ffdb344/transport-ai-action-plan.pdf"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/mobility/vivacity-raises-7m-20230216",
     "quotes": [
      "has raised £7m",
      "uses AI sensors to gather data on transport modes, traffic flow, and travel patterns",
      "a London-based transport technology startup\" (dated 16 February 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09924516",
     "quotes": [
      "VIVACITY LABS LIMITED\" \"Active\" \"21 December 2015"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09924516/officers",
     "quotes": [
      "Mark Daniel Edward Nicholson\" director appointed 3 March 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09924516",
     "quotes": [
      "VIVACITY LABS LIMITED\" \"3 Haberdasher Street, London, United Kingdom, N1 6ED\" \"Active\" \"21 December 2015\" \"62090 - Other information technology service activities"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://assets.publishing.service.gov.uk/media/68519a48510376e43ffdb344/transport-ai-action-plan.pdf",
     "quotes": [
      "developed an AI-based system to collect and classify movement data"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "transport",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (N1 6ED)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "ENV"
    },
    {
     "kind": "funded_by",
     "name": "Foresight Group"
    },
    {
     "kind": "funded_by",
     "name": "Gresham House Ventures"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-041",
   "name": "Conigital",
   "bucket": "co",
   "status": "wound_down",
   "status_date": "2025-02-03",
   "status_detail": "UKTN reported on 10 February 2025 that Conigital had appointed Craig Povey and Mark Malone of Begbies Traynor as liquidators; the appointment date was not given and Companies House was not checked.",
   "one_line": "West Midlands start-up that aimed to fit vans and trucks with self-driving technology; it went into liquidation in 2025.",
   "description": "Conigital was a West Midlands autonomous vehicle technology company that aimed to equip vans and trucks with self-driving technology. Its chief executive Don Dhaliwal had claimed a \"landmark\" £500m funding offer from an unnamed private equity firm; a UKTN investigation in June 2024 raised doubts about the offer and reported unpaid staff. On 10 February 2025 UKTN reported that the company had appointed liquidators from Begbies Traynor as it wound down. The UKTN article does not use the word AI; it is listed for autonomous driving. [Round 4, 30 Oct 2026] deal / programme: Lead of Multi-Area Connected Automated Mobility (Solihull and Coventry), £8.3m government funding, £15.2m total; partner in Project Cambridge Connector",
   "uk_status": "uk",
   "company": {
    "ch_number": "09696591",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09696591",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09696591",
    "ch_note": null
   },
   "place": {
    "text": "West Midlands",
    "postcode": "B2 5LG",
    "lat": 52.481289,
    "lng": -1.896085,
    "region": "England: West Midlands",
    "admin_district": "Birmingham",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Don Dhaliwal",
     "role": "CEO",
     "from": null,
     "source": "https://www.uktech.news/ai/conigital-autonomous-vehicle-startup-appoints-liquidators-after-claiming-to-raise-500bn-20250210"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "autonomous vehicles",
    "logistics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "status",
     "text": "status → keep wound_down, status_date → 2025-02-03 (commencement of winding up per Companies House; UKTN report dated 2025-02-10); status_detail → \"Entered creditors' voluntary liquidation on 3 February 2025; liquidators Craig Povey and Mark Malone appointed that day; the company had not been dissolved on 29 October 2026.\""
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "West Midlands start-up that aimed to fit vans and trucks with self-driving technology; it went into liquidation in 2025.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/conigital-autonomous-vehicle-startup-appoints-liquidators-after-claiming-to-raise-500bn-20250210",
    "https://find-and-update.company-information.service.gov.uk/search?q=conigital",
    "https://find-and-update.company-information.service.gov.uk/company/09696591/insolvency",
    "https://www.gov.uk/government/news/uk-government-backing-helps-launch-world-first-self-driving-bus"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/conigital-autonomous-vehicle-startup-appoints-liquidators-after-claiming-to-raise-500bn-20250210",
     "quotes": [
      "a West Midlands-based autonomous vehicle technology company",
      "has appointed a liquidator as it winds down",
      "Craig Povey and Mark Malone from Begbies Traynor\" (dated 10 February 2025)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=conigital",
     "quotes": [
      "CONIGITAL LTD",
      "09696591",
      "Liquidation",
      "21 July 2015",
      "11th Floor One Temple Row, Birmingham, B2 5LG"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09696591/insolvency",
     "quotes": [
      "Creditors voluntary liquidation",
      "Commencement of winding up\" \"3 February 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/uk-government-backing-helps-launch-world-first-self-driving-bus",
     "quotes": [
      "Multi-Area Connected Automated Mobility"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "autonomous vehicles",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "West Midlands",
   "status_group": "wound_down",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SU-OTH-2019",
     "name": "dRisk.ai",
     "page": "startups",
     "href": "../../startups/#org=BIZ-SU-OTH-2019",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-042",
   "name": "StreetDrone",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2026-06-10",
   "status_detail": "Acquired by Oxa (BIZ-SU-IND-001) for an undisclosed fee, reported 18 September 2024.",
   "one_line": "Oxford start-up working on self-driving vehicles for industrial logistics such as ports and fulfilment centres; bought by Oxa in 2024.",
   "description": "StreetDrone was an Oxford-based start-up that specialised in autonomous industrial logistics, moving goods across ports, fulfilment centres and logistics hubs. On 18 September 2024 UKTN reported that Oxa, which develops software for autonomous vehicles, had acquired it; Oxa declined to disclose the fee. UKTN noted Companies House filings showing around £166,000 in assets in 2023. The article does not use the word AI. Its Companies House record was not opened in this session. [Round 4, 30 Oct 2026] deal / programme: Lead of CCAV project SAFE (fail-operational drive-by-wire), £1.2m; partner in V-CAL, Sunderland",
   "uk_status": "uk",
   "company": {
    "ch_number": "10808853",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": "Oxa",
    "headcount": null,
    "ch_number_clean": "10808853",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10808853",
    "ch_note": null
   },
   "place": {
    "text": "Oxford",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "autonomous vehicles",
    "industrial logistics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "status",
     "text": "status → dissolved — status_date: 2026-06-10. CH shows a members' voluntary liquidation (a solvent winding-up) that commenced on 12 September 2024, six days before Oxa's purchase was reported (18 September 2024), and the company was dissolved on 10 June 2026. This suggests Oxa bought the business or assets rather than the company; the record should keep the Oxa acquisition in status_detail but show the company as dissolved."
    },
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company.ch_number",
     "text": "company.ch_number → 10808853"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Oxford start-up working on self-driving vehicles for industrial logistics such as ports and fulfilment centres; bought by Oxa in 2024.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/oxa-self-driving-industrial-logistics-streetdrone-20240918",
    "https://find-and-update.company-information.service.gov.uk/company/10808853",
    "https://find-and-update.company-information.service.gov.uk/company/10808853/insolvency",
    "https://www.gov.uk/government/news/make-it-british-supporting-sovereign-uk-supply-chain-for-connected-and-automated-mobility"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/oxa-self-driving-industrial-logistics-streetdrone-20240918",
     "quotes": [
      "the acquisition of StreetDrone",
      "an Oxford-based startup that specialises in industrial logistics",
      "Oxa declined to disclose the acquisition fee\" (dated 18 September 2024)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10808853",
     "quotes": [
      "STREETDRONE LIMITED",
      "Dissolved",
      "10 June 2026",
      "8 June 2017",
      "C/O Kre Corporate Recovery Limited"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10808853/insolvency",
     "quotes": [
      "Members voluntary liquidation",
      "Commencement of winding up\" \"12 September 2024",
      "Due to be dissolved on\" \"10 June 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/make-it-british-supporting-sovereign-uk-supply-chain-for-connected-and-automated-mobility",
     "quotes": [
      "fully redundant, fail-operational Drive-by-Wire technology platform"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "autonomous vehicles",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Oxford",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [],
   "degree": 2,
   "related_ids": [
    "BIZ-SU-IND-001"
   ]
  },
  {
   "id": "BIZ-SU-IND-043",
   "name": "Polaron",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised US$8m (£5.85m) led by Racine2, reported 4 February 2026. Companies House shows POLARON LTD as Active (checked 31 Oct 2026).",
   "one_line": "London start-up that trains AI on microscope images and material measurements to predict how manufactured materials will behave.",
   "description": "Polaron calls itself an \"intelligence layer for materials science\". UKTN reported in February 2026 that it trains AI on microscope images and measured properties so engineers can interpret material microstructures and predict behaviour of \"materials used in the manufacturing of products\". It raised US$8m (£5.85m) led by Racine2, with Speedinvest, Futurepresent and angel investors. Isaac Squires is co-founder and chief executive. It is a materials and manufacturing company, not health, and does not train a general-purpose model, so it is placed here rather than on the Health or Labs pages. A Companies House match (Polaron Ltd 14882059, Thame, 2023) was found but not linked to the business on a page opened. [Round 4, 30 Oct 2026] LABS: Trains AI models on microscopy images and material properties to analyse and design material microstructures. [Labs Round 7, 30 Oct 2026] rounds: $8m (2026-02-03) led by Racine2 with Speedinvest, Futurepresent and industrial-AI angels [Labs Round 7, 30 Oct 2026] models_released: AI platform trained on microscopy images and measured properties; 3D reconstruction from 2D images; generative design layer for process–structure–property links [Labs Round 7, 30 Oct 2026] chief_executive: Isaac Squires — chief executive and co-founder [Labs Round 8, 31 Oct 2026] founders: Isaac Squires — CEO; Steve Kench — CTO; Sam Cooper — Chief Scientist (all co-founders) [Labs Round 8, 31 Oct 2026] founded: Imperial College London spin-out after seven years of research; London (E2) [Labs Round 8, 31 Oct 2026] what_it_does: Trains AI models on microscopy images and measured properties to explain and design material microstructures [Labs Round 8, 31 Oct 2026] customers_or_partners: Used by EV makers responsible for over a third of world EV production (customers not named) (2026-02-03)",
   "uk_status": "uk",
   "company": {
    "ch_number": "14882059",
    "registered_office": null,
    "incorporated": null,
    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14882059",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14882059",
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": "OX9 3EZ",
    "lat": 51.745399,
    "lng": -0.974026,
    "region": "England: London",
    "admin_district": "South Oxfordshire",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Isaac Squires",
     "role": "Co-founder and CEO",
     "from": null,
     "source": "https://www.uktech.news/ai/ai-materials-startup-polaron-raises-6m-20260204"
    },
    {
     "name": "Isaac Squires",
     "role": "CEO and co-founder",
     "from": null,
     "source": "https://tech.eu/2026/02/03/polaron-completes-8m-funding-round-for-materials-science-intelligence/",
     "round4": true
    },
    {
     "name": "Isaac Squires",
     "role": "co-founder and chief executive",
     "from": null,
     "source": "https://tech.eu/2026/02/03/polaron-completes-8m-funding-round-for-materials-science-intelligence/",
     "round4": true
    },
    {
     "name": "Isaac Squires",
     "role": "CEO and co-founder",
     "from": null,
     "source": "https://www.polaron.ai/newsroom/polaron-raises-8m-to-build-the-intelligence-layer-for-materials-science",
     "round4": true
    },
    {
     "name": "Steve Kench",
     "role": "CTO and co-founder",
     "from": null,
     "source": "https://www.polaron.ai/newsroom/polaron-raises-8m-to-build-the-intelligence-layer-for-materials-science",
     "round4": true
    },
    {
     "name": "Sam Cooper",
     "role": "Chief Scientist and co-founder",
     "from": null,
     "source": "https://www.polaron.ai/newsroom/polaron-raises-8m-to-build-the-intelligence-layer-for-materials-science",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 8000000,
     "currency": "USD",
     "date": "2026-02-04",
     "detail": "led by Racine2; Speedinvest, Futurepresent, angels",
     "raw": "funding_round: 8000000 USD 2026-02-04 — led by Racine2; Speedinvest, Futurepresent, angels",
     "amount_gbp": 5854801,
     "fx_rate": 1.3664,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3664 per £ on 2026-02-04",
     "fx_date": "2026-02-04",
     "fx_note": "",
     "txt": "US$8m",
     "gbp_txt": "£5.9m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "sectors": [
    "materials science",
    "manufacturing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London start-up that trains AI on microscope images and material measurements to predict how manufactured materials will behave.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/ai-materials-startup-polaron-raises-6m-20260204",
    "https://find-and-update.company-information.service.gov.uk/company/14882059",
    "https://find-and-update.company-information.service.gov.uk/company/14882059/officers",
    "https://tech.eu/2026/02/03/polaron-completes-8m-funding-round-for-materials-science-intelligence/",
    "https://www.polaron.ai/newsroom/polaron-raises-8m-to-build-the-intelligence-layer-for-materials-science",
    "https://www.polaron.ai/about-us"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-materials-startup-polaron-raises-6m-20260204",
     "quotes": [
      "has raised $8m (£5.85m)",
      "intelligence layer for materials science",
      "a London-based startup",
      "co-founder and chief executive of Polaron\" (dated 4 February 2026)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14882059",
     "quotes": [
      "POLARON LTD\" \"30 Upper High Street, Thame, Oxfordshire, England, OX9 3EZ\" \"Active\" \"19 May 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14882059/officers",
     "quotes": [
      "SQUIRES, Isaac George",
      "COOPER, Samuel John, Dr",
      "KENCH, Steven\" Directors \"19 May 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/02/03/polaron-completes-8m-funding-round-for-materials-science-intelligence/",
     "quotes": [
      "Polaron is building an intelligence layer powered by the world's materials data"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.polaron.ai/newsroom/polaron-raises-8m-to-build-the-intelligence-layer-for-materials-science",
     "quotes": [
      "co-founded by CEO Isaac Squires, CTO Steve Kench and Chief Scientist Sam Cooper."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.polaron.ai/about-us",
     "quotes": [
      "Winner of the £1M Manchester Prize for AI in science and engineering"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "materials science",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-2234",
     "name": "Speedinvest",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-2234",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Racine2"
    },
    {
     "kind": "funded_by",
     "name": "Speedinvest"
    },
    {
     "kind": "funded_by",
     "name": "Futurepresent"
    },
    {
     "kind": "funded_by",
     "name": "Racine2"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-001",
   "name": "Oxa",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "On 4 March 2026 Oxa announced the first close of a US$103m Series D, including an initial US$50m commitment from the National Wealth Fund; completion of a final close was not confirmed on pages opened. Companies House shows OXA AUTONOMY LTD as Active (checked 31 Oct 2026).",
   "one_line": "Makes self-driving software for industrial vehicles that move goods at ports, airports, factories and logistics sites.",
   "description": "Oxa was incorporated in Oxford in September 2014 as Oxbotica and took its current name, Oxa Autonomy, in May 2023. It sells self-driving software it calls Oxa Driver and focuses on what it calls Industrial Mobility Automation, the automation of repetitive industrial driving tasks. On 4 March 2026 it announced a US$103m Series D first close, with the National Wealth Fund committing US$50m (£37m), alongside NVentures (NVIDIA), IP Group, Hostplus and bp Ventures. Paul Newman is founder and chief technology officer. [Round 4, 30 Oct 2026] former name / programmes: Appears as Oxbotica on several CCAV projects (DRIVEN, PAVE, Anytime Anywhere Low Cost Localisation); named in DfT Transport AI Action Plan (2025) [Labs Round 8, 31 Oct 2026] news: 2026-08-03 — Dubai Future Foundation and Oxa launch joint venture SHIFFT for autonomous logistics in ports and airports — https://oxa.tech/news-and-insights/dubai-future-foundation-and-oxa-launch-joint-venture-transforming-dubai-into-global-hub-for-autonomous-logistics/ [Labs Round 8, 31 Oct 2026] news: 2025-09-16 — Oxa expands use of NVIDIA technology (Cosmos world foundation models, DRIVE AGX Thor) in Oxa Foundry — https://oxa.tech/news-and-insights/oxa-and-nvidia-strengthen-transatlantic-tech-ties/ [Labs Round 8, 31 Oct 2026] models_released: Oxa Driver (self-driving software); Oxa Foundry (generative-AI training and assurance toolchain); Oxa Sensor Expansion (synthetic data tool); Oxa Hub (fleet cloud services) [Labs Round 8, 31 Oct 2026] founded: 2014 (formerly Oxbotica; renamed Oxa in 2023) [Labs Round 8, 31 Oct 2026] Listed on Labs (Autonomous driving): reason: builds its own self-driving software (Oxa Driver) and uses generative AI to train it per site (Oxa Foundry)",
   "uk_status": "uk",
   "company": {
    "ch_number": "09242359",
    "registered_office": "Oxbotica Uhq 8050 Alec Issigonis Way, Oxford Business Park North, Oxford, Oxfordshire, England, OX4 2HW",
    "incorporated": "2014-09-30",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09242359",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09242359",
    "ch_note": null
   },
   "place": {
    "text": "Oxford Business Park North, Oxford (OX4 2HW)",
    "postcode": "OX4 2HW",
    "lat": 51.733674,
    "lng": -1.205001,
    "region": "England: South East",
    "admin_district": "Oxford",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Paul Newman",
     "role": "Founder and CTO",
     "from": null,
     "source": "https://www.nationalwealthfund.org.uk/news-and-publications/news/oxa-raises-103m-in-series-d-first-close-backed-by-national-wealth-fund-and-leading-investors/"
    },
    {
     "name": "Paul Newman",
     "role": "Founder and Chief Executive",
     "from": null,
     "source": "https://oxa.tech/news-and-insights/accelerating-self-driving-software-development-with-multimodal-search/",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 103000000,
     "currency": "USD",
     "date": "2026-03-04",
     "detail": "Series D first close; includes initial 50000000 USD commitment from the National Wealth Fund, with NVentures, IP Group, Hostplus and bp Ventures",
     "raw": "funding_round: 103000000 USD 2026-03-04 — Series D first close; includes initial 50000000 USD commitment from the National Wealth Fund, with NVentures, IP Group, Hostplus and bp Ventures",
     "amount_gbp": 77066966,
     "fx_rate": 1.3365,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3365 per £ on 2026-03-04",
     "fx_date": "2026-03-04",
     "fx_note": "",
     "txt": "US$103m",
     "gbp_txt": "£77.1m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "autonomous vehicles",
    "industrial logistics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": [
    {
     "from": "Part 2.4",
     "field": "sources (add)",
     "text": "UKTN gives the same round as US$103m (£77.2m) and does not say first or final close; final close still not confirmed on 29 October 2026"
    },
    {
     "from": "Part 2.4",
     "field": "links (add)",
     "text": "acquired → BIZ-SU-IND-042 (StreetDrone), 2024-09-18"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": "biz-oxa",
   "type": "Companies",
   "category": "industry",
   "function": "Makes self-driving software for industrial vehicles that move goods at ports, airports, factories and logistics sites.",
   "affiliation": "Start-ups",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/09242359",
    "https://www.uktech.news/news/the-uk-has-significant-opportunity-to-lead-next-wave-of-robotics-innovation-20260427",
    "https://www.uktech.news/ai/autonomous-driving-firm-oxa-raises-77m-20260304",
    "https://www.uktech.news/ai/oxa-self-driving-industrial-logistics-streetdrone-20240918",
    "https://assets.publishing.service.gov.uk/media/5b8d327840f0b67daf8069fd/ccav-research-and-development-projects.pdf",
    "https://oxa.tech/news-and-insights/dubai-future-foundation-and-oxa-launch-joint-venture-transforming-dubai-into-global-hub-for-autonomous-logistics/",
    "https://oxa.tech/news-and-insights/oxa-and-nvidia-strengthen-transatlantic-tech-ties/",
    "https://oxa.tech/news-and-insights/accelerating-self-driving-software-development-with-multimodal-search/",
    "https://oxa.tech/about/",
    "https://oxa.tech/technology/"
   ],
   "source_quotes": [
    {
     "url": "https://www.nationalwealthfund.org.uk/news-and-publications/news/oxa-raises-103m-in-series-d-first-close-backed-by-national-wealth-fund-and-leading-investors/",
     "quotes": [
      "4 March 2026",
      "raising a total of $103m",
      "Oxa's Founder and CTO"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.hl.co.uk/shares/stock-market-news/company--news/oxa-secures-$103m-in-series-d-funding",
     "quotes": [
      "an initial $50m commitment from the UK's National Wealth Fund"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09242359",
     "quotes": [
      "OXA AUTONOMY LTD\" \"Active\" \"30 September 2014\" \"OXBOTICA LIMITED\" \"(01 Oct 2014 - 24 May 2023)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/the-uk-has-significant-opportunity-to-lead-next-wave-of-robotics-innovation-20260427",
     "quotes": [
      "Oxford-based autonomous vehicle technology company",
      "£77.2m Series D"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/ai/autonomous-driving-firm-oxa-raises-77m-20260304",
     "quotes": [
      "$103m (£77.2m) Series D funding round",
      "National Wealth Fund, NVIDIA's NVentures, IP Group, Hostplus and BP Ventures"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": true
    },
    {
     "url": "https://www.uktech.news/ai/oxa-self-driving-industrial-logistics-streetdrone-20240918",
     "quotes": [
      "the acquisition of StreetDrone"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": true
    },
    {
     "url": "https://assets.publishing.service.gov.uk/media/5b8d327840f0b67daf8069fd/ccav-research-and-development-projects.pdf",
     "quotes": [
      "vision-only localisation using Oxbotica's Dub4 software"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://oxa.tech/news-and-insights/dubai-future-foundation-and-oxa-launch-joint-venture-transforming-dubai-into-global-hub-for-autonomous-logistics/",
     "quotes": [
      "The focus of the joint venture will be on putting autonomous vehicles to work in ports and airports."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://oxa.tech/news-and-insights/oxa-and-nvidia-strengthen-transatlantic-tech-ties/",
     "quotes": [
      "Oxa remains committed to staying at the forefront of technological advancement."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://oxa.tech/news-and-insights/accelerating-self-driving-software-development-with-multimodal-search/",
     "quotes": [
      "Driving around and waiting for edge cases to naturally occur in the real world isn’t feasible."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://oxa.tech/about/",
     "quotes": [
      "Founded in 2014, we're a global leader in autonomous vehicle (AV) technology"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://oxa.tech/technology/",
     "quotes": [
      "we leverage generative AI to train and assure Oxa Driver for each new customer site."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "autonomous vehicles",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Oxford Business Park North, Oxford (OX4 2HW)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-005",
     "name": "National Wealth Fund",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-005",
     "page_label": "Investors"
    },
    {
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     "id": "BIZ-INV-008",
     "name": "IP Group",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-008",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-017",
     "name": "NVIDIA and NVentures",
     "page": "investors",
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     "page_label": "Investors"
    },
    {
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     "id": "BIZ-INV-047",
     "name": "bp Ventures",
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     "page_label": "Investors"
    },
    {
     "kind": "linked from: funds",
     "id": "BIZ-INV-048",
     "name": "Hostplus",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-048",
     "page_label": "Investors"
    },
    {
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   "id": "BIZ-SU-IND-006",
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    "registered_office": "C/O Kroll Advisory Ltd. The Chancery, 58 Spring Gardens, Manchester, M2 1EW (former office Porton Business Centre, Porton, SP4 0ND)",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10846464",
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    "https://itpro.com/business-strategy/sustainability/369229/20-climate-tech-companies-join-first-uk-programme-to-help"
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     "text": "status → in liquidation (compulsory) — status_date: 2025-11-20; the record's \"wound_down\" can stay but status_detail should say compulsory liquidation, petition and commencement 20 November 2025, liquidators at Menzies LLP."
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     "url": "https://find-and-update.company-information.service.gov.uk/company/SC597126/insolvency",
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   ],
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  {
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   "bucket": "co",
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     "from": "Companies House check, 29 Oct 2026",
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     "text": "company registered_office → 43 Central Street, London, England, EC1V 8AB (record's Gibbins Road, E15 2HU address is out of date) (reason: CH company page)"
    },
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "company owner_or_acquirer",
     "text": "company owner_or_acquirer → CP Manufacturing (Europe) Limited (CH PSC, 75% or more of shares and votes, notified 12 May 2026)"
    },
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "status",
     "text": "status → acquired — status_date: 2026-05-12; status_detail → CP Manufacturing (Europe) Limited (05415938, Littleborough, OL15 9FG) took control of Recycleye Ltd on 12 May 2026, when two new directors joined; co-founders Victor Dewulf and Peter Hedley remain directors. No price or release found. (reason: CH PSC and officers; record says active as of February 2023)"
    }
   ],
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Makes robots that use computer vision to sort recyclable waste at recycling plants.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/climate-tech/recycleye-funding-20230207",
    "https://find-and-update.company-information.service.gov.uk/search?q=recycleye",
    "https://find-and-update.company-information.service.gov.uk/company/12221541/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/company/12221541/officers",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=Cp+Manufacturing+Europe"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/climate-tech/recycleye-funding-20230207",
     "quotes": [
      "£14m Series A",
      "DCVC",
      "London",
      "founded 2019",
      "33,000 items in a 10-hour shift"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=recycleye",
     "quotes": [
      "RECYCLEYE LTD\" \"12221541\" \"23 September 2019"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12221541/persons-with-significant-control",
     "quotes": [
      "Cp Manufacturing (Europe) Limited",
      "Ownership of shares – 75% or more",
      "notified \"12 May 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12221541/officers",
     "quotes": [
      "HEDLEY, Peter Lester\" Director \"23 September 2019\"; \"COUPLAND, Richard\" and \"SCHNEIDER, Terry Allen\" Directors \"12 May 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=Cp+Manufacturing+Europe",
     "quotes": [
      "CP MANUFACTURING (EUROPE) LIMITED\" \"05415938\" \"Incorporated on 6 April 2005\" \"Littleborough, OL15 9FG"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   "one_source": false,
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     "txt": "£585,000",
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     "from": "Companies House check, 29 Oct 2026",
     "field": "description",
     "text": "description → previous name DORMANT COMPANIES LIMITED (12 Jul 2024 – 5 Aug 2025); the company took its present name on 5 August 2025, consistent with the record's \"founded 2025\""
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    "https://find-and-update.company-information.service.gov.uk/company/15834838"
   ],
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=kinematic+trees",
     "quotes": [
      "KINEMATIC TREES LTD.\" \"15834838\" \"12 July 2024\" \"Hangar Hill Farm, Hangar Hill, Whitwell, Worksop, England, S80 4TB"
     ],
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15834838",
     "quotes": [
      "KINEMATIC TREES LTD.",
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     ],
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    }
   ],
   "website": [],
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    "Autonomous and agent systems",
    "AI security and assurance"
   ],
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   "confidence_raw": "verified",
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    }
   ],
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    }
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   "confidence_raw": "single_source",
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   },
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    },
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    }
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   "website": [],
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    },
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   ],
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   ],
   "confidence": "verified",
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   "function": "Makes self-driving vehicles and autonomy software for airports, such as driverless baggage tugs, and is listed on London's AIM market.",
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    "https://find-and-update.company-information.service.gov.uk/company/05546181",
    "https://www.gov.uk/government/news/make-it-british-supporting-sovereign-uk-supply-chain-for-connected-and-automated-mobility",
    "https://www.gov.uk/government/news/uk-government-backing-helps-launch-world-first-self-driving-bus",
    "https://cp.catapult.org.uk/news/freight-innovation-fund-welcomes-latest-cohort-of-innovative-businesses/"
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    },
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    }
   ],
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   ],
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    {
     "kind": "supplies",
     "name": "Teesside International Airport"
    },
    {
     "kind": "supplies",
     "name": "Tees Valley Combined Authority"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-022",
   "name": "Karakuri",
   "bucket": "co",
   "status": "wound_down",
   "status_date": "2024-07-30",
   "status_detail": "Entered administration on 28 July 2023, moved to creditors' voluntary liquidation on 30 July 2024, and was due to be dissolved on 3 September 2026 per Companies House (search listing shows dissolved 3 September 2026).",
   "one_line": "Made robotic kitchen equipment, including a robotic serving arm and an automated fryer, for canteens and restaurants; closed through administration and liquidation.",
   "description": "Karakuri was a London robotic kitchen automation company, incorporated in February 2018 (first as WWH Holdings). In November 2022 UKTN described it as \"a robotic kitchen automation startup\" whose products were a robotic arm that serves personalised dishes and an automated fryer; Barney Wragg was chief executive and co-founder. Companies House shows administration from 28 July 2023 with RSM's Gordon Thomson and Damian Webb, then a creditors' voluntary liquidation from 30 July 2024. The search listing shows the company dissolved on 3 September 2026. A separate Ocado Ventures (Karakuri) Limited exists, suggesting Ocado held an investment, which this pass did not confirm.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11228129",
    "registered_office": "RSM Restructuring Advisory LLP, 25 Farringdon Street, London, EC4A 4AB",
    "incorporated": "2018-02-27",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11228129",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11228129",
    "ch_note": null
   },
   "place": {
    "text": "London",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Barney Wragg",
     "role": "CEO and co-founder (2022)",
     "from": null,
     "source": "https://www.uktech.news/news/founder-interviews/karakuri-founder-20221104"
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "food service",
    "robotics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Made robotic kitchen equipment, including a robotic serving arm and an automated fryer, for canteens and restaurants; closed through administration and liquidation.",
   "affiliation": "Start-ups",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11228129/insolvency",
    "https://find-and-update.company-information.service.gov.uk/search?q=karakuri",
    "https://www.uktech.news/news/founder-interviews/karakuri-founder-20221104"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11228129/insolvency",
     "quotes": [
      "Administration started 28 July 2023; Creditors' voluntary liquidation, winding-up commenced 30 July 2024; \"Due to be dissolved: 3 September 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=karakuri",
     "quotes": [
      "KARAKURI LTD\" \"11228129\" \"Dissolved on 3 September 2026"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/founder-interviews/karakuri-founder-20221104",
     "quotes": [
      "a robotic kitchen automation startup",
      "CEO and co-founder"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "food service",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London",
   "status_group": "wound_down",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-023",
   "name": "Humanising Autonomy",
   "bucket": "co",
   "status": "dissolved",
   "status_date": "2025-12-19",
   "status_detail": "Entered administration on 28 March 2025 (ended 19 September 2025) and was dissolved on 19 December 2025, per Companies House.",
   "one_line": "Built computer-vision software to predict what pedestrians and cyclists would do next, for vehicle and video-safety systems; dissolved in December 2025.",
   "description": "Humanising Autonomy Ltd was incorporated in July 2017. The earlier Package 1 pass (sources not re-opened in this session) described it as a London company building behaviour-prediction AI for vehicles and video telematics, backed by Anthemis and others. Companies House shows administration from 28 March 2025 to 19 September 2025, with practitioners Richard Paul James Goodwin and Roderick Graham Butcher of 79 Caroline Street, Birmingham, and dissolution on 19 December 2025. No news report of the administration was opened. [Round 4, 30 Oct 2026] alumni_of / deal: Digital Catapult Machine Intelligence Garage alumnus; MIG report records a $5.3m seed round (date not given) [Round 4, 30 Oct 2026] partnership: Partner in Nissan-led CCAV project evolvAD (£2.3m)",
   "uk_status": "uk",
   "company": {
    "ch_number": "10847889",
    "registered_office": "79 Caroline Street, Birmingham, B3 1UP",
    "incorporated": "2017-07-03",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10847889",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10847889",
    "ch_note": null
   },
   "place": {
    "text": "London (per Package 1, not re-verified)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "autonomous vehicles",
    "road safety",
    "computer vision"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-humanising-autonomy",
   "type": "Companies",
   "category": "industry",
   "function": "Built computer-vision software to predict what pedestrians and cyclists would do next, for vehicle and video-safety systems; dissolved in December 2025.",
   "affiliation": "Start-ups",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10847889",
    "https://find-and-update.company-information.service.gov.uk/company/10847889/insolvency",
    "https://www.digicatapult.org.uk/wp-content/uploads/2021/11/Machine_Intelligence_Garage_Impact_Report-2021-1.pdf",
    "https://www.gov.uk/government/news/make-it-british-supporting-sovereign-uk-supply-chain-for-connected-and-automated-mobility"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10847889",
     "quotes": [
      "HUMANISING AUTONOMY LTD\" \"Dissolved\" \"19 December 2025\" \"3 July 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10847889/insolvency",
     "quotes": [
      "In administration\" \"28 March 2025\" \"19 September 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.digicatapult.org.uk/wp-content/uploads/2021/11/Machine_Intelligence_Garage_Impact_Report-2021-1.pdf",
     "quotes": [
      "technology defines how autonomous systems interact with people"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.gov.uk/government/news/make-it-british-supporting-sovereign-uk-supply-chain-for-connected-and-automated-mobility",
     "quotes": [
      "develop an AV capable of safely driving in residential, urban, and rural environments"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "autonomous vehicles",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (per Package 1, not re-verified)",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-024",
   "name": "nPlan",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists nPlan Limited as active at 68 Hanbury Street, London; no dated news page was opened in this session.",
   "one_line": "Uses machine learning trained on past construction schedules to forecast delays and risk on large projects (description from Package 1, not re-opened).",
   "description": "nPlan Limited was incorporated in London on 2 November 2017 and is active on the Companies House register. The earlier Package 1 pass described it as a company using machine learning on historical construction schedules to forecast delays and risks, founded by Dev Amratia and Alan Mosca and backed by GV and LocalGlobe in a 2021 round; those sources could not be re-opened in this session, so the description and funding are carried as unverified leads.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11043916",
    "registered_office": "Nplan 68 Hanbury Street, Hanbury Street, London, England, E1 5JL",
    "incorporated": "2017-11-02",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11043916",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11043916",
    "ch_note": null
   },
   "place": {
    "text": "London (E1 5JL)",
    "postcode": "E1 5JL",
    "lat": 51.520172,
    "lng": -0.070742,
    "region": "England: London",
    "admin_district": "Tower Hamlets",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation",
    "AI implementation"
   ],
   "sectors": [
    "construction",
    "infrastructure",
    "project risk"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-nplan",
   "type": "Companies",
   "category": "industry",
   "function": "Uses machine learning trained on past construction schedules to forecast delays and risk on large projects (description from Package 1, not re-opened).",
   "affiliation": "Start-ups",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11043916"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11043916",
     "quotes": [
      "NPLAN LIMITED\" \"Active\" \"2 November 2017\" \"62012 - Business and domestic software development"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation",
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "construction",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (E1 5JL)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-NET-2085",
     "name": "Machine Learning Paper Club with nPlan",
     "page": "networks",
     "href": "../../networks/#org=BIZ-NET-2085",
     "page_label": "Networks and media"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-025",
   "name": "Flexciton",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Flexciton Limited as active at Curtain Road, London; no dated news page was opened in this session.",
   "one_line": "Sells AI and optimisation software that schedules work inside semiconductor factories (description from Package 1, not re-opened).",
   "description": "Flexciton Limited was incorporated in London on 17 May 2016 and is active on the Companies House register. The earlier Package 1 pass described it as scheduling software for semiconductor fabs, founded by Jamie Potter and Dennis Xenos, with a £15m Series A in 2021 and customers including Seagate, Renesas and Microchip; those sources were not re-opened in this session. [Round 7, 30 Oct 2026] Chips and hardware: AI-powered wafer fab scheduling and semiconductor manufacturing optimisation software deployed in global fabs (including Seagate and Infineon; backed by Chip-design/manufacturing VCs).",
   "uk_status": "uk",
   "company": {
    "ch_number": "10184111",
    "registered_office": "141-145 Curtain Road, Floor 2, London, England, EC2A 3BX",
    "incorporated": "2016-05-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10184111",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10184111",
    "ch_note": null
   },
   "place": {
    "text": "London (EC2A 3BX)",
    "postcode": "EC2A 3BX",
    "lat": 51.526216,
    "lng": -0.080636,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "semiconductors",
    "manufacturing scheduling"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-flexciton",
   "type": "Companies",
   "category": "industry",
   "function": "Sells AI and optimisation software that schedules work inside semiconductor factories (description from Package 1, not re-opened).",
   "affiliation": "Start-ups",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/10184111"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10184111",
     "quotes": [
      "FLEXCITON LIMITED\" \"Active\" \"17 May 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "semiconductors",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (EC2A 3BX)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-026",
   "name": "Monumo",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Monumo Limited as active at the University of Warwick Science Park, Coventry; no dated news page was opened in this session.",
   "one_line": "Uses AI-driven simulation to design electric motors for vehicle makers (description from Package 1, not re-opened).",
   "description": "Monumo Limited was incorporated on 19 July 2018 as EM2020, became EM21 in 2019 and Monumo in July 2021. Its registered office is at Sovereign Court, University of Warwick Science Park, Coventry, and its listed activities include engineering design and research. The earlier Package 1 pass described it as using machine learning and simulation to design electric motors, with a £10.5m seed in 2024 and an Innovate UK grant with the University of Nottingham; those sources were not re-opened in this session. [Labs Round 7, 30 Oct 2026] Listed on Labs (Engineering simulation): Cambridge and Coventry company (founded 2021) using AI and machine learning to redesign the electric motor, running millions of simulations a day; founder and chief executive Dominic Vergine [Labs Round 8, 31 Oct 2026] founded: 2021; Cambridge and Coventry [Labs Round 8, 31 Oct 2026] founders: Dominic Vergine — founder (CEO as of 2024-02-23; formerly VP sustainability at Arm) [Labs Round 8, 31 Oct 2026] chief_executive: Jarek Rzepecki — \"recently appointed\" CEO (as of 2026-04-07) [Labs Round 8, 31 Oct 2026] models_released: Anser — proprietary AI engine (new record BIZ-LAB-12022) [Labs Round 8, 31 Oct 2026] Jarek Rzepecki, earlier its CTO, is reported as chief executive (UKTN, 7 April 2026; trade, one source).",
   "uk_status": "uk",
   "company": {
    "ch_number": "11472121",
    "registered_office": "Unit 1, Sovereign Court 1, University Of Warwick Science Park, Sir William Lyons Road, Coventry, England, CV4 7EZ",
    "incorporated": "19 July 2018",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11472121",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11472121",
    "ch_note": null,
    "ch_name": "MONUMO LIMITED",
    "legal_name": "MONUMO LIMITED",
    "status_registry": "Active",
    "sic_codes": [
     "71121 Engineering design; 71200 Technical testing; 72190 R&D"
    ],
    "previous_names": [
     "EM21 LTD; EM2020 LTD"
    ]
   },
   "place": {
    "text": "University of Warwick Science Park, Coventry (CV4 7EZ)",
    "postcode": "CV4 7EZ",
    "lat": 52.387015,
    "lng": -1.558093,
    "region": "England: West Midlands",
    "admin_district": "Coventry",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Dominic Vergine",
     "role": "founder and chief executive",
     "from": null,
     "source": "https://www.uktech.news/news/founder-interviews/monumo-founder-dominic-vergine-20240223",
     "round4": true
    },
    {
     "name": "Jarek Rzepecki",
     "role": "Chief executive officer",
     "from": "by 2026-04-07",
     "source": "https://www.uktech.news/the-circuit/in-conversation-with-monumos-jarek-rzepecki-20260407",
     "round4": true
    },
    {
     "name": "Dominic Vergine",
     "role": "Founder (CEO as of 2024-02-23)",
     "from": "2021",
     "source": "https://www.uktech.news/news/founder-interviews/monumo-founder-dominic-vergine-20240223",
     "round4": true
    }
   ],
   "money": [],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Knowledge generation"
   ],
   "sectors": [
    "electric motors",
    "automotive engineering"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-monumo",
   "type": "Companies",
   "category": "industry",
   "function": "Uses AI-driven simulation to design electric motors for vehicle makers (description from Package 1, not re-opened).",
   "affiliation": "Start-ups",
   "sources": [
    "https://find-and-update.company-information.service.gov.uk/company/11472121",
    "https://www.uktech.news/news/founder-interviews/monumo-founder-dominic-vergine-20240223",
    "https://www.uktech.news/the-circuit/in-conversation-with-monumos-jarek-rzepecki-20260407",
    "https://tech.eu/2024/02/22/how-monumos-proprietary-tech-is-transforming-electric-motor-design/",
    "https://tech.eu/2024/08/07/monumos-innovations-in-electric-drive-design-a-ps750000-boost-from-innovate-uk/"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11472121",
     "quotes": [
      "MONUMO LIMITED\" \"Active\" \"19 July 2018\" \"EM21 LTD\" \"EM2020 LTD"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/news/founder-interviews/monumo-founder-dominic-vergine-20240223",
     "quotes": [
      "Founded in 2021, Monumo this week came out of stealth backed by £10.5m in seed funding."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/the-circuit/in-conversation-with-monumos-jarek-rzepecki-20260407",
     "quotes": [
      "the recently appointed chief executive officer of Monumo"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2024/02/22/how-monumos-proprietary-tech-is-transforming-electric-motor-design/",
     "quotes": [
      "(trade) — \"Traditional approaches built on legacy software only enable about 50,000 simulations in a day."
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2024/08/07/monumos-innovations-in-electric-drive-design-a-ps750000-boost-from-innovate-uk/",
     "quotes": [
      "(trade) — \"we are focused on the EV market initially"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Knowledge generation"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "electric motors",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "University of Warwick Science Park, Coventry (CV4 7EZ)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-LAB-12022",
     "name": "Anser (Monumo)",
     "page": "labs",
     "href": "../../labs/#org=BIZ-LAB-12022",
     "page_label": "Labs"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-027",
   "name": "Extend Robotics",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Extend Robotics Limited as active; the Package 1 lead of a £2.6m pre-seed reported 7 October 2026 could not be re-opened.",
   "one_line": "Lets factories use robots guided remotely by people in virtual-reality headsets, with AI assistance (description from Package 1, not re-opened).",
   "description": "Extend Robotics Limited was incorporated on 23 August 2019 and is active, with a registered office at a London service address. The earlier Package 1 pass placed its headquarters in Reading, named Chang Liu as founder and chief executive, and recorded a £2.6m pre-seed led by Skyworks Venture Capital Fund reported on 7 October 2026; those sources could not be re-opened in this session.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12171849",
    "registered_office": "71-75 Shelton Street, Covent Garden, London, United Kingdom, WC2H 9JQ",
    "incorporated": "2019-08-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12171849",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12171849",
    "ch_note": null
   },
   "place": {
    "text": "Reading (per Package 1, not re-verified)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: South East"
   },
   "people": [],
   "money": [],
   "site": null,
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   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "robotics",
    "manufacturing",
    "teleoperation"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": "biz-extend-robotics",
   "type": "Companies",
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   "function": "Lets factories use robots guided remotely by people in virtual-reality headsets, with AI assistance (description from Package 1, not re-opened).",
   "affiliation": "Start-ups",
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    "https://find-and-update.company-information.service.gov.uk/company/12171849"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12171849",
     "quotes": [
      "EXTEND ROBOTICS LIMITED\" \"Active\" \"23 August 2019"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "robotics",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Reading (per Package 1, not re-verified)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: made_by",
     "id": "BIZ-CHIP-7060",
     "name": "Extend Robotics AMAS edge teleoperation and VLA hardware box",
     "page": "chips",
     "href": "../../chips/#org=BIZ-CHIP-7060",
     "page_label": "Chips and hardware"
    }
   ],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-028",
   "name": "Beamery",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Beamery Ltd as active at Hylo, 105 Bunhill Row, London; the April 2025 chief executive change recorded in Package 1 could not be re-opened.",
   "one_line": "Sells software that helps large employers find, hire and keep staff by analysing skills data (description from Package 1, not re-opened).",
   "description": "Beamery Ltd was incorporated in London on 28 December 2012 as Seed Jobs and renamed in July 2015; it is active with offices at Hylo, Bunhill Row. The earlier Package 1 pass described it as an AI talent and skills platform for large employers, recorded a US$138m Series C in 2021, 2023 job cuts, and a change of chief executive in April 2025 from founder Abakar Saidov to Sultan Saidov; those sources were not re-opened in this session. Recorded here as AI-first work software.",
   "uk_status": "uk",
   "company": {
    "ch_number": "08342136",
    "registered_office": "20th-21st Floors Hylo, 105 Bunhill Row, London, United Kingdom, EC1Y 8LZ",
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    "owner_or_acquirer": null,
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    "ch_number_clean": "08342136",
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    "ch_note": null
   },
   "place": {
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   "people": [],
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    "https://find-and-update.company-information.service.gov.uk/company/08342136"
   ],
   "source_quotes": [
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/08342136",
     "quotes": [
      "BEAMERY LTD\" \"Active\" \"28 December 2012\" \"SEED JOBS LIMITED (28 Dec 2012 - 09 Jul 2015)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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    "Natural language applications"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
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   ],
   "div_label": "Industry",
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   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: supplies",
     "id": "BIZ-SAFE-009",
     "name": "Warden AI",
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     "page_label": "Assurance"
    },
    {
     "kind": "linked from: partner_of",
     "id": "BIZ-SVC-2058",
     "name": "Spärck AI Scholarships",
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   ],
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  },
  {
   "id": "BIZ-SU-IND-029",
   "name": "Versatile RobotX",
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   "status_detail": "Raised over £1m in equity from the British Design Fund and grants from Innovate UK and Defra's Farming Innovation Programme, reported 17 August 2026.",
   "one_line": "Makes AI-driven robots that handle and harvest delicate crops, offered to farms as a service.",
   "description": "Versatile RobotX is a University of Essex spin-out, incorporated in June 2024 with its registered office at the university's Wivenhoe Park campus near Colchester. Its robots combine \"embedded AI, machine vision, and robotic manipulation arms\" to automate harvesting, aimed at farm labour shortages. On 17 August 2026 UKTN reported over £1m in blended equity and grants. Its co-founders are Professor Klaus McDonald-Maier and Dr Vishwanathan Mohan. [Round 4, 30 Oct 2026] CHIPS & HARDWARE: Colchester company that builds autonomous, AI-driven robots for handling and harvesting crops; raised £1m seed in August 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15789824",
    "registered_office": "University Of Essex Research Enterprise Office, Wivenhoe Park, Wivenhoe, Essex, CO4 3SQ",
    "incorporated": "2024-06-20",
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    "owner_or_acquirer": null,
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15789824",
    "ch_note": null
   },
   "place": {
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     "source": "https://www.uktech.news/agtech/agtech-robotics-group-versatile-robotx-raises-1m-20260817"
    },
    {
     "name": "Dr Vishwanathan Mohan",
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    }
   ],
   "money": [
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     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
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     "txt": "£1m",
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    }
   ],
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   "sectors": [
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   "type": "Companies",
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   "function": "Makes AI-driven robots that handle and harvest delicate crops, offered to farms as a service.",
   "affiliation": "Start-ups",
   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/search?q=versatile+robotx",
    "https://find-and-update.company-information.service.gov.uk/company/15789824",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-callosum-to-economad-20260821"
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    {
     "url": "https://www.uktech.news/agtech/agtech-robotics-group-versatile-robotx-raises-1m-20260817",
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      "over £1m in blended equity investment and grant funding",
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     ],
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=versatile+robotx",
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      "VERSATILE ROBOTX LIMITED\" \"15789824\" \"20 June 2024\" \"University Of Essex Research Enterprise Office"
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     "amendment": false
    },
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     "url": "https://find-and-update.company-information.service.gov.uk/company/15789824",
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    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-callosum-to-economad-20260821",
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     ],
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     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
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   ],
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   "location": "Wivenhoe Park, Colchester (CO4 3SQ)",
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   "ext_links": [
    {
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   "label_links": [
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  {
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   "name": "Embedd",
   "bucket": "co",
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   "status_detail": "Raised a US$2.7m (£2m) pre-seed led by Seedcamp, reported 25 August 2026.",
   "one_line": "Uses AI agents to write the low-level code that lets chips work inside robots, vehicles and factory machines.",
   "description": "Embedd is a London company founded by Ukrainian engineers Michael Lazarenko, Maxim Gorinov and Valentin Gololobov. Its platform builds a digital twin of a chip and uses AI agents to generate the integration code engineers would otherwise write by hand, which it says lets manufacturers ship chip software up to six times faster. On 25 August 2026 UKTN reported a US$2.7m pre-seed led by Seedcamp with Cocoa, Connect Ventures and others. Companies House record not confirmed.",
   "uk_status": "uk",
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    "owner_or_acquirer": null,
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    "ch_number_clean": "14618092",
    "from_round2": true,
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14618092",
    "ch_note": null
   },
   "place": {
    "text": "London",
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    "admin_district": "Westminster",
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     "name": "Michael Lazarenko",
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     "source": "https://www.uktech.news/ai/embedd-raises-2m-to-accelerate-its-infrastructure-for-physical-ai-20260825"
    },
    {
     "name": "Maxim Gorinov",
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     "source": null
    },
    {
     "name": "Valentin Gololobov",
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    }
   ],
   "money": [
    {
     "kind": "funding_round",
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   "site": null,
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   ],
   "source_quotes": [
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     "url": "https://www.uktech.news/ai/embedd-raises-2m-to-accelerate-its-infrastructure-for-physical-ai-20260825",
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     ],
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    },
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     "url": "https://find-and-update.company-information.service.gov.uk/company/14618092/officers",
     "quotes": [
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     ],
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     "trade": false,
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    }
   ],
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   "one_source": true,
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   "status_detail": "Emerged from stealth with a US$30m (£22.5m) Series A led by Blossom Capital, reported 24 July 2026.",
   "one_line": "Builds AI agents that run operational work for aerospace, energy, logistics and manufacturing companies, paid partly on results.",
   "description": "Arrakis is a London company founded in 2026 by Rafael Quintanilla, a former Accel investor, with Haroun Beltaifa, Romain Fouilland and Mikhail Galkov. It builds model-agnostic autonomous AI agents that are deployed into enterprise systems to automate operational processes in aerospace, energy, logistics, manufacturing and telecoms, and a large share of its fees depends on customer outcomes. On 24 July 2026 UKTN reported a US$30m Series A led by Blossom Capital with Accel, which led a US$7.5m seed, GFC, MainObject and Rerail; total raised £28.5m.",
   "uk_status": "uk",
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    "owner_or_acquirer": null,
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/16922906",
    "ch_note": null
   },
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     "source": "https://www.uktech.news/ai/ai-startup-arrakis-emerges-from-stealth-with-22-5m-round-20260724"
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   ],
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     "amount_gbp": 22510693,
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     "kind": "funding_round",
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     "date": "2026",
     "detail": "seed led by Accel (date not given)",
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     "amount_gbp": 5575794,
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     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3451 per £ on 2025-12-31",
     "fx_date": "2025-12-31",
     "fx_note": "year only given: rate for 1 January",
     "txt": "US$7.5m",
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   ],
   "site": null,
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  {
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   "description": "Modulous developed digital design and construction tools for affordable, sustainable housing, which UKTN in August 2021 called an \"artificial intelligence enabled platform\"; it then had London roots and had raised £5m in June 2021 from Blackhorn Ventures, CEMEX Ventures and GroundBreak Ventures. Companies House search shows Modulous Limited (11523631) dissolved on 20 August 2025, care of Opus Restructuring LLP, and two project companies dissolved in February 2025. A separate company formerly named Modulous Technologies Ltd, incorporated in January 2024, is now called Gnanomat Ltd. Founders named by UKTN: Chris Bone, Chris Mortensen, Markus Cosmann, Reimell Ragnauth and Romill Bettany.",
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   },
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   },
   "people": [
    {
     "name": "Chris Bone",
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     "from": null,
     "source": "https://www.uktech.news/news/uk-contech-startups-reinventing-industry-20210812"
    }
   ],
   "money": [
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     "amount": 5000000,
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     "txt": "£5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
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   "dsit_domains": [
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   ],
   "sectors": [
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   "confidence": "verified",
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   "applied": [
    {
     "from": "Companies House check, 29 Oct 2026",
     "field": "status_detail",
     "text": "status_detail → \"Entered creditors' voluntary liquidation on 21 March 2024 (liquidators Allister Manson and Trevor John Binyon, Opus Restructuring LLP); dissolved on 20 August 2025.\""
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   "type": "Companies",
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   "function": "Built an AI-enabled design and construction platform for affordable, modular housing; the company has been dissolved.",
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    "https://find-and-update.company-information.service.gov.uk/search?q=modulous",
    "https://find-and-update.company-information.service.gov.uk/company/11523631/insolvency"
   ],
   "source_quotes": [
    {
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     ],
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search?q=modulous",
     "quotes": [
      "MODULOUS LIMITED\" \"11523631\" \"Dissolved\" \"20 August 2025\" \"Opus Restructuring LLP"
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     "trade": false,
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11523631/insolvency",
     "quotes": [
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      "Commencement of winding up\" \"21 March 2024",
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      "Allister Manson Opus Restructuring Llp"
     ],
     "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": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London",
   "status_group": "dissolved",
   "ext_links": [],
   "label_links": [
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  {
   "id": "BIZ-SU-IND-035",
   "name": "Qualis Flow",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House search lists Qualis Flow Limited (incorporated 30 May 2018) at a London address with no dissolved or insolvency status shown; latest dated news opened is from August 2021.",
   "one_line": "Uses machine learning to track materials, waste and environmental risk on construction sites.",
   "description": "Qualis Flow, founded by Brittany Harris and Jade Cohen, built an AI-based platform to measure environmental risk in construction; its Qflow tool, described as machine-learning powered, automates tracking of materials and waste and sends real-time alerts. In August 2021 UKTN reported £2.5m raised in total, including US$2.4m with the Green Angel Syndicate. Companies House search lists Qualis Flow Limited, incorporated 30 May 2018, at Workspace, The Frames, Phipp Street, London, with no dissolution shown. No later news was opened.",
   "uk_status": "uk",
   "company": {
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    "registered_office": "Fr. 108, Workspace, The Frames, 1 Phipp Street, London, United Kingdom, EC2A 4PS",
    "incorporated": "2018-05-30",
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    "ch_number_clean": "11388757",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11388757",
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   "div_label": "Industry",
   "location": "Sheffield (AMRC link, as published)",
   "status_group": "active",
   "ext_links": [
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   ],
   "label_links": [
    {
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     "name": "Yorkshire AI Labs"
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   "name": "Opteran Technologies",
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   "status_date": null,
   "status_detail": "Companies House lists Opteran Technologies Limited as active; the University of Sheffield lists it in its spin-out portfolio.",
   "one_line": "Autonomy software, modelled on insect brains, that lets robots and drones see and navigate on small, cheap chips.",
   "description": "Opteran Technologies is a University of Sheffield spin-out. The university describes its approach to autonomy, which it calls Natural Intelligence, as lightweight, low-cost and silicon-based. The company's registered office is at The Innovation Centre, 217 Portobello, Sheffield. It was incorporated in March 2020. Opteran was not in the business index before this pass, although the round-2 brief listed it as existing.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12494709",
    "registered_office": "The Innovation Centre, 217 Portobello, Sheffield, South Yorkshire, United Kingdom, S1 4DP",
    "incorporated": "2020-03-03",
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    "ch_number_clean": "12494709",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12494709",
    "ch_note": null
   },
   "place": {
    "text": "The Innovation Centre, 217 Portobello, Sheffield (S1 4DP; null; null)",
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    "Autonomous and agent systems",
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   "sectors": [
    "robotics",
    "autonomy",
    "drones"
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   "confidence": "verified",
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   "held": [],
   "same_as": "BIZ-SU-IND-701",
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   "type": "Companies",
   "category": "industry",
   "function": "Autonomy software, modelled on insect brains, that lets robots and drones see and navigate on small, cheap chips.",
   "affiliation": "Start-ups",
   "sources": [
    "https://sheffield.ac.uk/rpi/commercialisation/portfolio",
    "https://find-and-update.company-information.service.gov.uk/company/12494709"
   ],
   "source_quotes": [
    {
     "url": "https://sheffield.ac.uk/rpi/commercialisation/portfolio",
     "quotes": [
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12494709",
     "quotes": [
      "OPTERAN TECHNOLOGIES LIMITED",
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      "62012 - Business and domestic software development"
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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  {
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   "one_line": "Autonomous road robots that find potholes and cracks and repair them without a road crew.",
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   "uk_status": "uk",
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    {
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      "autonomous robotic platforms that can detect damage to the road.",
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    },
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   "label_links": [
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  {
   "id": "BIZ-SU-IND-506",
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   "status_detail": "Companies House lists the company as active; the latest funding read on an opened page is £1.6 million in September 2021 (a 2026 University of Bristol release on new funding could not be opened, see Gaps).",
   "one_line": "Drones and computer-vision software that inspect wind turbines and find faults automatically.",
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   "source_quotes": [
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    }
   ],
   "website": [],
   "colleges": [],
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   "one_source": true,
   "confidence_raw": "single_source",
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   "div_label": "Industry",
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  },
  {
   "id": "BIZ-SU-IND-601",
   "name": "CloudNC",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists CloudNC Ltd as active (checked 29 October 2026).",
   "one_line": "Software that uses AI to write the programs that run CNC milling machines in factories.",
   "description": "CloudNC is a UK company developing AI software that automates part of the manufacturing process: programming CNC milling machines. In June 2018 TechCrunch reported a £9 million Series A led by Atomico, and named Theo Saville as co-founder and chief executive. Companies House lists CloudNC Ltd, incorporated on 13 October 2015, as active, with a registered office in London; Theo Valentine Saville has been a director since incorporation. [Round 4, 30 Oct 2026] investor / place: Entrepreneur First portfolio company, London, tagged Industrial & Manufacturing",
   "uk_status": "uk",
   "company": {
    "ch_number": "09821257",
    "registered_office": "Cloudnc, 1 Norton Folgate, London, United Kingdom, E1 6DB",
    "incorporated": "2015-10-13",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09821257",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09821257",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office) (E1 6DB)",
    "postcode": "E1 6DB",
    "lat": 51.521304,
    "lng": -0.078363,
    "region": "England: London",
    "admin_district": "Tower Hamlets",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Theo Saville",
     "role": "co-founder and chief executive (2018 source); director since 2015-10-13",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/09821257/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 9000000,
     "currency": "GBP",
     "date": "2018-06-07",
     "detail": "Series A led by Atomico (single source)",
     "raw": "funding_round: 9000000 GBP 2018-06-07 — Series A led by Atomico (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 implementation",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "manufacturing",
    "machining software"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": "BIZ-SU-IND-801",
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Software that uses AI to write the programs that run CNC milling machines in factories.",
   "affiliation": "Start-ups",
   "sources": [
    "https://techcrunch.com/2018/06/07/cloudnc/",
    "https://find-and-update.company-information.service.gov.uk/company/09821257",
    "https://find-and-update.company-information.service.gov.uk/company/09821257/officers",
    "https://www.joinef.com/portfolio/"
   ],
   "source_quotes": [
    {
     "url": "https://techcrunch.com/2018/06/07/cloudnc/",
     "quotes": [
      "developing AI software to automate part of the manufacturing process",
      "£9 million in Series A funding",
      "CloudNC co-founder and CEO"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09821257",
     "quotes": [
      "CLOUDNC LTD\" \"Cloudnc, 1 Norton Folgate, London, United Kingdom, E1 6DB\" \"Active\" \"13 October 2015\" \"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/09821257/officers",
     "quotes": [
      "SAVILLE, Theo Valentine\" \"Role Active Director\" \"Appointed on 13 October 2015"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://www.joinef.com/portfolio/",
     "quotes": [
      "Reinventing precision manufacturing."
     ],
     "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": "manufacturing",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (registered office) (E1 6DB)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-011",
     "name": "Atomico",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-011",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "founded_by",
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    }
   ],
   "degree": 1,
   "related_ids": [
    "BIZ-SU-IND-801"
   ]
  },
  {
   "id": "BIZ-SU-IND-602",
   "name": "Greyparrot",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Greyparrot.ai Ltd as active (checked 29 October 2026).",
   "one_line": "London company whose cameras and AI software identify and count waste on recycling-plant conveyor belts.",
   "description": "Greyparrot sells an AI waste analytics platform that uses computer vision to identify waste at sorting facilities and gives data to plant managers, producers and regulators. In May 2022 UKTN reported a US$11m Series A led by Una Terra and named Mikela Druckman as co-founder and chief executive; the company was co-founded in 2019 with Ambarish Mitra and Nikola Sivacki. Companies House lists Greyparrot.ai Ltd, incorporated on 30 November 2018, as active, with Mikela Druckman a director since incorporation. [Round 4, 30 Oct 2026] programme: Tech Nation Net Zero alumnus joining the 2022 climate cohort (IT Pro, trade)",
   "uk_status": "uk",
   "company": {
    "ch_number": "11706258",
    "registered_office": "100 Drummond Road, Almond Studios 401, London, United Kingdom, SE16 4DG",
    "incorporated": "2018-11-30",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11706258",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11706258",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office) (SE16 4DG)",
    "postcode": "SE16 4DG",
    "lat": 51.493965,
    "lng": -0.061909,
    "region": "England: London",
    "admin_district": "Southwark",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Mikela Druckman",
     "role": "co-founder and chief executive; director from 2018-11-30",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11706258/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 11000000,
     "currency": "USD",
     "date": "2022-05-24",
     "detail": "Series A led by Una Terra (single source)",
     "raw": "funding_round: 11000000 USD 2022-05-24 — Series A led by Una Terra (single source)",
     "amount_gbp": 8782435,
     "fx_rate": 1.2525,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2525 per £ on 2022-05-24",
     "fx_date": "2022-05-24",
     "fx_note": "",
     "txt": "US$11m",
     "gbp_txt": "£8.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "waste and recycling"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London company whose cameras and AI software identify and count waste on recycling-plant conveyor belts.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/ai-waste-platform-greyparrot-8m-20220524",
    "https://find-and-update.company-information.service.gov.uk/company/11706258",
    "https://find-and-update.company-information.service.gov.uk/company/11706258/officers",
    "https://itpro.com/business-strategy/sustainability/369229/20-climate-tech-companies-join-first-uk-programme-to-help"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/ai-waste-platform-greyparrot-8m-20220524",
     "quotes": [
      "AI waste analytics platform",
      "co-founder and CEO"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11706258",
     "quotes": [
      "GREYPARROT.AI LTD\" \"100 Drummond Road, Almond Studios 401, London, United Kingdom, SE16 4DG\" \"Active\" \"30 November 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11706258/officers",
     "quotes": [
      "DRUCKMAN, Mikela\" \"Director\" \"30 November 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://itpro.com/business-strategy/sustainability/369229/20-climate-tech-companies-join-first-uk-programme-to-help",
     "quotes": [
      "Greyparrot"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "waste and recycling",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (registered office) (SE16 4DG)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: same_as",
     "id": "BIZ-SU-ENR-704",
     "name": "Greyparrot",
     "page": "startups",
     "href": "../../startups/#org=BIZ-SU-ENR-704",
     "page_label": "Start-ups"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Una Terra"
    },
    {
     "kind": "founded_by",
     "name": "Mikela Druckman"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-603",
   "name": "ToffeeX (formerly TOffeeAM)",
   "bucket": "co",
   "status": "renamed",
   "status_date": "2023-12-01",
   "status_detail": "Companies House shows TOffeeAM Limited renamed ToffeeX Limited on 1 December 2023; the company is active.",
   "one_line": "London software that designs engineering parts, including 3D-printed ones, for firms such as Boeing and Rolls-Royce.",
   "description": "TOffeeAM makes software that engineering firms use to design parts, including additive-manufacturing parts; UKTN's page describes it as AI-powered fuel efficiency software, with users including Boeing and Rolls-Royce. In November 2022 UKTN reported a £5m Series A led by Presidio Ventures and East Innovate, with IQ Capital and others, and named Francesco Montomoli as chief executive. Companies House shows the company, incorporated on 18 March 2019, was renamed ToffeeX Limited on 1 December 2023 and is active. Francesco Montomoli resigned as a director on 23 June 2023.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11886947",
    "registered_office": "125 Wood Street, London, United Kingdom, EC2V 7AW",
    "incorporated": "2019-03-18",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11886947",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11886947",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office) (EC2V 7AW)",
    "postcode": "EC2V 7AW",
    "lat": 51.51481,
    "lng": -0.094793,
    "region": "England: London",
    "admin_district": "City of London",
    "geocoded": "postcodes.io"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 5000000,
     "currency": "GBP",
     "date": "2022-11-09",
     "detail": "Series A led by Presidio Ventures and East Innovate (single source)",
     "raw": "funding_round: 5000000 GBP 2022-11-09 — Series A led by Presidio Ventures and East Innovate (single source)",
     "amount_gbp": 5000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Knowledge generation"
   ],
   "sectors": [
    "engineering design",
    "additive manufacturing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London software that designs engineering parts, including 3D-printed ones, for firms such as Boeing and Rolls-Royce.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/toffeeam-raises-5m-20221109",
    "https://find-and-update.company-information.service.gov.uk/company/11886947",
    "https://find-and-update.company-information.service.gov.uk/company/11886947/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/toffeeam-raises-5m-20221109",
     "quotes": [
      "TOffeeAM develops software used by engineering firms.\" (page meta: \"AI-powered fuel efficiency software\")"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11886947",
     "quotes": [
      "TOFFEEX LIMITED\" \"Active\" \"18 March 2019\" \"TOFFEEAM LIMITED, 18 Mar 2019 - 01 Dec 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11886947/officers",
     "quotes": [
      "MONTOMOLI, Francesco\" \"Resigned on 23 June 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "engineering design",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (registered office) (EC2V 7AW)",
   "status_group": "renamed",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "Presidio Ventures"
    },
    {
     "kind": "funded_by",
     "name": "East Innovate"
    },
    {
     "kind": "funded_by",
     "name": "IQ Capital"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-604",
   "name": "Phare Labs",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Phare Labs Limited as active; a US company, Phare Labs Holdings Inc. (Dallas, Texas), registered a UK establishment on 6 June 2024.",
   "one_line": "London start-up making fire alarms that combine smoke and air-quality sensors with machine learning to cut false alarms.",
   "description": "Phare Labs is redesigning the fire alarm: its device pairs smoke detection with indoor air-quality sensors and uses machine learning to reduce false positives. In March 2023 UKTN reported a £300,000 investment from the British Design Fund plus angel money, and named co-founders Daniel McBride and Arnau Donate. Companies House lists Phare Labs Limited (formerly Halo Tecnologia Limited), incorporated on 16 July 2021, as active, with Daniel Evan Mcbride and Arnau Donate Duch as persons with significant control. A Texas company, Phare Labs Holdings Inc., opened a UK establishment in June 2024; whether the head office has moved was not confirmed.",
   "uk_status": "uk",
   "company": {
    "ch_number": "13515798",
    "registered_office": "71-75 Shelton Street, London, England, WC2H 9JQ",
    "incorporated": "2021-07-16",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13515798",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13515798",
    "ch_note": null
   },
   "place": {
    "text": "London (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 300000,
     "currency": "GBP",
     "date": "2023-03-13",
     "detail": "British Design Fund, plus angels (single source)",
     "raw": "funding_round: 300000 GBP 2023-03-13 — British Design Fund, plus angels (single source)",
     "amount_gbp": 300000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£300,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "fire safety",
    "building sensors"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London start-up making fire alarms that combine smoke and air-quality sensors with machine learning to cut false alarms.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/phare-labs-funding-fire-alarm-20230313",
    "https://find-and-update.company-information.service.gov.uk/company/13515798",
    "https://find-and-update.company-information.service.gov.uk/company/13515798/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=phare+labs"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/phare-labs-funding-fire-alarm-20230313",
     "quotes": [
      "its fire alarms use machine learning and dramatically improves fire detection accuracy, reducing false positives."
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13515798",
     "quotes": [
      "PHARE LABS LIMITED\" \"Active\" \"16 July 2021\" \"HALO TECNOLOGIA LIMITED (16 Jul 2021 - 09 Nov 2021)"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13515798/persons-with-significant-control",
     "quotes": [
      "Daniel Evan Mcbride\" \"16 July 2021\"; \"Mr. Arnau Donate Duch\" \"5 August 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=phare+labs",
     "quotes": [
      "PHARE LABS HOLDINGS INC.\" \"FC041952\" \"First UK establishment opened on 6 June 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "fire safety",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "British Design Fund"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-605",
   "name": "Raft (formerly Vector.ai)",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House lists Vector AI Ltd as active (checked 29 October 2026); the business trades as Raft.",
   "one_line": "London company whose AI automates freight-forwarding paperwork such as customs entries and invoice checks.",
   "description": "Raft, formerly known as Vector.ai, sells AI tools that automate freight operations, starting with accounts payable reconciliation and customs entry preparation. In July 2023 UKTN reported a US$30m Series B led by Eight Roads, with Bessemer Venture Partners, Episode 1 and Dynamo Ventures, said it was London-based with offices in India and the US, and named James Coombes as co-founder and chief executive. Companies House lists Vector AI Ltd, incorporated on 14 November 2017, as active, with James Coombes a director since incorporation.",
   "uk_status": "uk",
   "company": {
    "ch_number": "11063616",
    "registered_office": "1st Floor, 115 Southwark Bridge Road, London, England, SE1 0AX",
    "incorporated": "2017-11-14",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "11063616",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11063616",
    "ch_note": null
   },
   "place": {
    "text": "London (SE1 0AX)",
    "postcode": "SE1 0AX",
    "lat": 51.503469,
    "lng": -0.095267,
    "region": "England: London",
    "admin_district": "Southwark",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "James Coombes",
     "role": "co-founder and chief executive; director from 2017-11-14",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11063616/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 30000000,
     "currency": "USD",
     "date": "2023-07-11",
     "detail": "Series B led by Eight Roads (single source)",
     "raw": "funding_round: 30000000 USD 2023-07-11 — Series B led by Eight Roads (single source)",
     "amount_gbp": 23261224,
     "fx_rate": 1.2897,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2897 per £ on 2023-07-11",
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     "txt": "US$30m",
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   "product": null,
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    "Natural language applications",
    "AI implementation"
   ],
   "sectors": [
    "freight and logistics"
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   "checked": "2026-10-29",
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   "type": "Companies",
   "category": "industry",
   "function": "London company whose AI automates freight-forwarding paperwork such as customs entries and invoice checks.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/raft-series-b-20230711",
    "https://find-and-update.company-information.service.gov.uk/company/11063616",
    "https://find-and-update.company-information.service.gov.uk/company/11063616/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/raft-series-b-20230711",
     "quotes": [
      "AI logistics company Raft",
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      "$30m (£23.4m) Series B investment"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11063616",
     "quotes": [
      "VECTOR AI LTD\" \"1st Floor, 115 Southwark Bridge Road, London, England, SE1 0AX\" \"Active\" \"14 November 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11063616/officers",
     "quotes": [
      "COOMBES, James\" \"Active\" \"Director\" \"14 November 2017"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Natural language applications",
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "dept": "freight and logistics",
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    }
   ],
   "div_label": "Industry",
   "location": "London (SE1 0AX)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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     "kind": "funded_by",
     "name": "Eight Roads"
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    {
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    "registered_office": "Nw Works Units 8 & 9, 135 Salusbury Rd, London, United Kingdom, NW6 6RJ",
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    "ch_note": null
   },
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   ],
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     "fx_note": "",
     "txt": "US$36m",
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   "site": null,
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    "AI development and training",
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   "sectors": [
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    "chemistry data"
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   "confidence": "verified",
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   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/deep-tech/ai-deep-tech-firm-apoha-secures-26-7m-20260603",
    "https://find-and-update.company-information.service.gov.uk/company/13344316",
    "https://find-and-update.company-information.service.gov.uk/company/13344316/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/deep-tech/ai-deep-tech-firm-apoha-secures-26-7m-20260603",
     "quotes": [
      "London-based deep tech Apoha has raised $36m (£26.7m) to build on its new data layer"
     ],
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13344316",
     "quotes": [
      "APOHA LIMITED\" \"Active\" \"19 April 2021\" \"72110"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13344316/officers",
     "quotes": [
      "SHRIVASTAVA, Shamit\" \"Role Active\" \"Director\" \"19 April 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI development and training",
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "materials",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (NW6 6RJ)",
   "status_group": "active",
   "ext_links": [
    {
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    }
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   "id": "BIZ-SU-IND-607",
   "name": "Bindbridge",
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   "status_detail": "Raised US$3.8m from Speedinvest and Nucleus Capital, reported 3 March 2026; Companies House lists Bindbridge Ltd as active. Companies House shows BINDBRIDGE LTD as Active (checked 31 Oct 2026).",
   "one_line": "Cambridge start-up using an AI platform to design \"molecular glue\" chemicals for new herbicides and crop protection.",
   "description": "Bindbridge, founded in 2025, uses an AI platform called BRIDGE to design agricultural molecular glues for new herbicides and crop-protection products. On 3 March 2026 UKTN reported a US$3.8m investment from Speedinvest and Nucleus Capital and named George Crane as co-founder and chief executive. Companies House lists Bindbridge Ltd, incorporated on 27 September 2024 near Cambridge, as active, with George Crane a director since 22 March 2025.",
   "uk_status": "uk",
   "company": {
    "ch_number": "15984313",
    "registered_office": "Barn 4, Park Farm, Villa Road, Impington, Cambridgeshire, United Kingdom, CB24 9NZ",
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    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15984313",
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (CB24 9NZ)",
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   "people": [
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     "name": "George Crane",
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     "source": "https://find-and-update.company-information.service.gov.uk/company/15984313/officers"
    }
   ],
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     "fx_rate": 1.3302,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3302 per £ on 2026-03-03",
     "fx_date": "2026-03-03",
     "fx_note": "",
     "txt": "US$3.8m",
     "gbp_txt": "£2.9m"
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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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   "as_of": "2026-10-29",
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   "held": [],
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   "type": "Companies",
   "category": "industry",
   "function": "Cambridge start-up using an AI platform to design \"molecular glue\" chemicals for new herbicides and crop protection.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/agtech/ai-crop-protection-startup-secures-new-funding-20260303",
    "https://find-and-update.company-information.service.gov.uk/company/15984313",
    "https://find-and-update.company-information.service.gov.uk/company/15984313/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/agtech/ai-crop-protection-startup-secures-new-funding-20260303",
     "quotes": [
      "called BRIDGE",
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      "has secured a $3.8m (£2.8m) investment."
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     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15984313",
     "quotes": [
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15984313/officers",
     "quotes": [
      "CRANE, George\" \"Active Director\" \"Appointed on\" \"22 March 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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    }
   ],
   "div_label": "Industry",
   "location": "Cambridge (CB24 9NZ)",
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  {
   "id": "BIZ-SU-IND-608",
   "name": "Fieldwork Robotics",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Announced £3m led by Elbow Beach Capital for farm trials on 7 April 2026; Companies House company page would not open, but its officers page lists David Fulton as an active director. Companies House shows FIELDWORK ROBOTICS LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Cambridge company building autonomous robots that pick raspberries.",
   "description": "Fieldwork Robotics, based in Cambridge, develops autonomous raspberry-harvesting robots. On 7 April 2026 UKTN reported £3m of funding, led by existing investor Elbow Beach Capital, for trials and adoption on real farms, and named David Fulton as chief executive. The article does not use the word AI; the robots fall under the DSIT domain of autonomous systems. Companies House lists Fieldwork Robotics Limited, incorporated on 17 October 2016 with a registered office in Exmouth; its officers page shows David Brian Fulton a director since 18 July 2023. The company page itself failed to load, so status was not read.",
   "uk_status": "uk",
   "company": {
    "ch_number": "10432153",
    "registered_office": "28 Alexandra Terrace, Exmouth, Devon, England, EX8 1BD (from search listing)",
    "incorporated": "2016-10-17",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "10432153",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/10432153",
    "ch_note": null
   },
   "place": {
    "text": "Cambridge (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: East of England"
   },
   "people": [
    {
     "name": "David Fulton",
     "role": "chief executive; director from 2023-07-18",
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     "source": "https://find-and-update.company-information.service.gov.uk/company/10432153/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 3000000,
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     "date": "2026-04-07",
     "detail": "led by Elbow Beach Capital",
     "raw": "funding_round: 3000000 GBP 2026-04-07 — led by Elbow Beach Capital",
     "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",
    "Perceptual systems"
   ],
   "sectors": [
    "agriculture",
    "harvesting robots"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Cambridge company building autonomous robots that pick raspberries.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/agtech/berry-picking-robot-maker-secures-3m-for-farm-trials-20260407",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=fieldwork+robotics",
    "https://find-and-update.company-information.service.gov.uk/company/10432153/officers",
    "https://find-and-update.company-information.service.gov.uk/company/10432153"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/agtech/berry-picking-robot-maker-secures-3m-for-farm-trials-20260407",
     "quotes": [
      "autonomous raspberry harvesting robots",
      "The Cambridge-based group",
      "David Fulton, Fieldwork Robotics chief executive"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=fieldwork+robotics",
     "quotes": [
      "FIELDWORK ROBOTICS LIMITED\" \"10432153\" \"Incorporated on 17 October 2016"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10432153/officers",
     "quotes": [
      "FULTON, David Brian\" \"Active\" \"Director\" \"Appointed on\" \"18 July 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/10432153",
     "quotes": [
      "FIELDWORK ROBOTICS LIMITED | Company number 10432153 | Active"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "agriculture",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Cambridge (null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
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   "degree": 0,
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  },
  {
   "id": "BIZ-SU-IND-609",
   "name": "Hammer Missions",
   "bucket": "co",
   "status": "Dissolved",
   "status_date": "2026-10-31",
   "status_detail": "Companies House, checked 31 October 2026: HAMMER MISSIONS LTD (11595888), Company status: Dissolved; Dissolved on 29 September 2020. Raised £1.4m led by ACF Investors, reported 18 April 2025; the current trading entity was not identified.",
   "one_line": "Drone software that flies inspection missions over buildings and uses AI to produce 3D maps and defect reports.",
   "description": "Hammer Missions makes drone-inspection software for buildings: its AI maps structures and produces 3D inspection reports from automated flights, for roof and facade checks, defect detection and thermal analysis. In April 2025 UKTN reported £1.4m from ACF Investors and angels including Graham Hunter (GeoSLAM) and Martin Grant (Atkins), said it was founded in 2019 and expanding into North America, and named Varun Sarwal as chief executive. The article does not give a head office. Companies House shows Hammer Missions Ltd (London, Varun Sarwal director from 29 September 2018) dissolved on 29 September 2020; which company now trades as Hammer Missions was not found.",
   "uk_status": "uk",
   "company": {
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    "registered_office": "4d Rosemary Terrace, Rosemary Lane, London, England, SW14 7HG",
    "incorporated": null,
    "legal_form": "ltd",
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    "headcount": null,
    "ch_number_clean": "11595888",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/11595888",
    "ch_note": null
   },
   "place": {
    "text": null,
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": null
   },
   "people": [
    {
     "name": "Varun Sarwal",
     "role": "chief executive (2025 source); director of the dissolved Hammer Missions Ltd from 2018-09-29",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/11595888/officers"
    }
   ],
   "money": [
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     "kind": "funding_round",
     "amount": 1400000,
     "currency": "GBP",
     "date": "2025-04-18",
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     "raw": "funding_round: 1400000 GBP 2025-04-18 — led by ACF Investors",
     "amount_gbp": 1400000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£1.4m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "building inspection",
    "drones"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Drone software that flies inspection missions over buildings and uses AI to produce 3D maps and defect reports.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/hammer-missions-secures-funding-to-accelerate-ai-development-20250418",
    "https://find-and-update.company-information.service.gov.uk/search/companies?q=hammer+missions",
    "https://find-and-update.company-information.service.gov.uk/company/11595888/officers",
    "https://find-and-update.company-information.service.gov.uk/company/11595888"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/hammer-missions-secures-funding-to-accelerate-ai-development-20250418",
     "quotes": [
      "AI company Hammer Missions has raised £1.4m in new funding"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/search/companies?q=hammer+missions",
     "quotes": [
      "HAMMER MISSIONS LTD\" \"11595888\" \"Dissolved on 29 September 2020"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11595888/officers",
     "quotes": [
      "SARWAL, Varun\" \"Director\" \"Appointed on\" \"29 September 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11595888",
     "quotes": [
      "HAMMER MISSIONS LTD | 11595888 | Company status Dissolved | Dissolved on 29 September 2020"
     ],
     "accessed": "2026-10-31",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems",
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "building inspection",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": null,
   "status_group": "Dissolved",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "ACF Investors"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-610",
   "name": "HIVED",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a US$42m Series B led by NordicNinja, reported 3 July 2025; Companies House lists HIVED Ltd as active. Companies House shows HIVED LTD as Active (checked 31 Oct 2026).",
   "one_line": "London parcel-delivery firm whose own AI platform, HIVEDmind, plans and coordinates electric-van deliveries for retailers.",
   "description": "HIVED is a parcel delivery business that has delivered over 6.5 million parcels across Greater London for retailers including John Lewis, Uniqlo and Zara. Its own logistics platform, HIVEDmind, links retailers, warehouses, drivers and customers in one system. In July 2025 UKTN reported a US$42m Series B led by NordicNinja, with Planet A and Future Back Ventures by Bain and Co, and named Murvah Iqbal as co-founder and chief executive. Companies House lists HIVED Ltd, incorporated on 5 July 2021, as active, with Murvah Azar Iqbal a director since incorporation. AI is a named platform inside a delivery business (diversified).",
   "uk_status": "uk",
   "company": {
    "ch_number": "13493813",
    "registered_office": "1a Old Nichol Street, London, England, E2 7HR",
    "incorporated": "2021-07-05",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13493813",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13493813",
    "ch_note": null
   },
   "place": {
    "text": "London (E2 7HR)",
    "postcode": "E2 7HR",
    "lat": 51.524716,
    "lng": -0.074731,
    "region": "England: London",
    "admin_district": "Tower Hamlets",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Murvah Iqbal",
     "role": "co-founder and chief executive; director from 2021-07-05",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/13493813/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 42000000,
     "currency": "USD",
     "date": "2025-07-03",
     "detail": "Series B led by NordicNinja (single source)",
     "raw": "funding_round: 42000000 USD 2025-07-03 — Series B led by NordicNinja (single source)",
     "amount_gbp": 30778250,
     "fx_rate": 1.3646,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3646 per £ on 2025-07-03",
     "fx_date": "2025-07-03",
     "fx_note": "",
     "txt": "US$42m",
     "gbp_txt": "£30.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation",
    "Autonomous and agent systems"
   ],
   "sectors": [
    "parcel delivery",
    "logistics"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "London parcel-delivery firm whose own AI platform, HIVEDmind, plans and coordinates electric-van deliveries for retailers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/news/hived-raises-31m-to-accelerate-ai-powered-delivery-20250703",
    "https://find-and-update.company-information.service.gov.uk/company/13493813",
    "https://find-and-update.company-information.service.gov.uk/company/13493813/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/news/hived-raises-31m-to-accelerate-ai-powered-delivery-20250703",
     "quotes": [
      "AI-powered delivery service HIVED has raised $42m (£31m) in a Series B funding round.",
      "proprietary logistics intelligence platform, HIVEDmind"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13493813",
     "quotes": [
      "HIVED LTD\" \"Active\" \"5 July 2021\" \"53202 - Unlicensed carrier"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13493813/officers",
     "quotes": [
      "IQBAL, Murvah Azar\" \"Active\" \"Director\" \"5 July 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation",
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "parcel delivery",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (E2 7HR)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "NordicNinja"
    },
    {
     "kind": "funded_by",
     "name": "Planet A"
    },
    {
     "kind": "founded_by",
     "name": "Murvah Iqbal"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-611",
   "name": "Imperagen",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised a £5m seed round for AI-driven enzyme engineering, per tech.eu's recap of 25 May 2026; Companies House lists Imperagen Limited as active. Companies House shows IMPERAGEN LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Manchester company using AI to engineer enzymes for industrial use.",
   "description": "tech.eu's weekly recap of 25 May 2026 listed \"UK: Imperagen raises £5M seed round to accelerate AI-driven enzyme engineering\", without naming investors or a city. Companies House lists Imperagen Limited, incorporated on 23 November 2021, as active, registered at Manchester Science Park with a biotechnology research SIC code. The match rests on the unique name. [Round 4, 30 Oct 2026] LABS: Closed-loop enzyme engineering: quantum simulations train AI models, robots test top predictions, results feed back into the models. [Labs Round 7, 30 Oct 2026] rounds: £5m seed (2026-05-21) led by PXN Ventures with existing IQ Capital and Northern Gritstone [Labs Round 7, 30 Oct 2026] models_released: Quantum-physics simulation of millions of mutation combinations trains problem-specific AI models; robots test top predictions in a closed loop; founded 2021 by Manchester Institute of Biotechnology researchers; chief executive Guy Levy-Yurista [Labs Round 7, 30 Oct 2026] key_results: Reports productivity gains of 677x and 572x for two enzymes over five rounds; unnamed Fortune 500 personal-care company is a project partner; new chief executive Guy Levy-Yurista joined with the 2026 round [Labs Round 8, 31 Oct 2026] founded: 2021, by researchers from the Manchester Institute of Biotechnology [Labs Round 8, 31 Oct 2026] what_it_does: Closed loop: quantum-physics simulation of millions of mutations trains problem-specific AI models; robots test top predictions; results fed back [Labs Round 8, 31 Oct 2026] chief_executive: Guy Levy-Yurista — CEO",
   "uk_status": "uk",
   "company": {
    "ch_number": "13761050",
    "registered_office": "Unit 11, Williams House Lloyd Street North, Manchester Science Park, Manchester, England, M15 6SE",
    "incorporated": "2021-11-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13761050",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13761050",
    "ch_note": null
   },
   "place": {
    "text": "Manchester (M15 6SE)",
    "postcode": "M15 6SE",
    "lat": 53.46303,
    "lng": -2.236012,
    "region": "England: North West",
    "admin_district": "Manchester",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Guy Levy-Yurista",
     "role": "CEO",
     "from": "2026",
     "source": "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
     "round4": true
    },
    {
     "name": "Guy Levy-Yurista",
     "role": "chief executive",
     "from": "2026-05-21 (joined with seed round)",
     "source": "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
     "round4": true
    },
    {
     "name": "Guy Levy-Yurista",
     "role": "CEO",
     "from": "as of 2026-05-21",
     "source": "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
     "round4": true
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 5000000,
     "currency": "GBP",
     "date": "2026-05",
     "detail": "seed, per tech.eu recap of 2026-05-25 (single source)",
     "raw": "funding_round: 5000000 GBP 2026-05 — seed, per tech.eu recap of 2026-05-25 (single source)",
     "amount_gbp": 5000000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£5m",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Knowledge generation"
   ],
   "sectors": [
    "industrial biotechnology",
    "enzymes"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Manchester company using AI to engineer enzymes for industrial use.",
   "affiliation": "Start-ups",
   "sources": [
    "https://tech.eu/2026/05/25/european-tech-weekly-recap-over-eur11b-invested-across-65-deals/",
    "https://find-and-update.company-information.service.gov.uk/company/13761050",
    "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
    "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
    "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-primer-to-tympahealth-20260522"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/05/25/european-tech-weekly-recap-over-eur11b-invested-across-65-deals/",
     "quotes": [
      "UK: Imperagen raises £5M seed round to accelerate AI-driven enzyme engineering"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13761050",
     "quotes": [
      "IMPERAGEN LIMITED\" \"Active\" \"23 November 2021\" \"72110 - Research and experimental development on biotechnology"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://tech.eu/2026/05/21/imperagen-raises-ps5m-seed-round-to-accelerate-ai-driven-enzyme-engineering/",
     "quotes": [
      "a recursive, self-improving AI platform to help rewrite chemical reactions"
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/biotech/imperagen-raises-5m-to-accelerate-enzyme-engineering-20260521",
     "quotes": [
      "has closed a £5m seed funding round."
     ],
     "accessed": "2026-10-30",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://www.uktech.news/funding/uk-tech-funding-roundup-this-weeks-deals-from-primer-to-tympahealth-20260522",
     "quotes": [
      "(trade) — \"combines quantum simulation, custom AI models, and robotic laboratory automation"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "industrial biotechnology",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Manchester (M15 6SE)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2143",
     "name": "IQ Capital",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-2143",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-2143",
     "name": "IQ Capital",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-2143",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2207",
     "name": "PXN Ventures",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-2207",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-2207",
     "name": "PXN Ventures",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-2207",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "alumni_of",
     "name": "Manchester Institute of Biotechnology (founders)"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-612",
   "name": "Magentic",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-09-21",
   "status_detail": "Raised US$18m to automate industrial operations with AI agents, per tech.eu's recap of 21 September 2026; no Companies House entry could be tied to it.",
   "one_line": "UK start-up building AI agents to run industrial operations.",
   "description": "tech.eu's weekly recap of 21 September 2026 listed \"UK: Magentic raises $18M to automate industrial operations with AI agents\", without naming investors, people or a city. Companies House lists Magentic AI Ltd (15852800, London, incorporated 23 July 2024) and Magentic Labs Limited (16015377, London, incorporated 14 October 2024), but neither could be tied to this business from the information available.",
   "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": 18000000,
     "currency": "USD",
     "date": "2026-09",
     "detail": "per tech.eu recap of 2026-09-21",
     "raw": "funding_round: 18000000 USD 2026-09 — per tech.eu recap of 2026-09-21",
     "amount_gbp": 13295908,
     "fx_rate": 1.3538,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3538 per £ on 2026-09-01",
     "fx_date": "2026-09-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$18m",
     "gbp_txt": "£13.3m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "industrial operations"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "UK start-up building AI agents to run industrial operations.",
   "affiliation": "Start-ups",
   "sources": [
    "https://tech.eu/2026/09/21/european-tech-weekly-recap-over-eur17b-invested-across-70-deals"
   ],
   "source_quotes": [
    {
     "url": "https://tech.eu/2026/09/21/european-tech-weekly-recap-over-eur17b-invested-across-70-deals",
     "quotes": [
      "UK: Magentic raises $18M to automate industrial operations with AI agents"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": true,
   "confidence_raw": "single_source",
   "depts": [
    {
     "dept": "industrial operations",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": null,
   "status_group": "active",
   "ext_links": [],
   "label_links": [],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-613",
   "name": "NavLive",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised £4m (£3.3m seed plus £700,000 Innovate UK grant), reported 29 May 2025; Companies House lists NavLive Limited as active. Companies House shows NAVLIVE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Handheld AI scanners that walk through a building and produce accurate 2D and 3D site drawings.",
   "description": "NavLive makes AI scanning devices; its handheld model scans buildings and generates site drawings for architects, developers and construction firms. It was developed by robotics academics at the University of Oxford and operates from London and Oxford. In May 2025 UKTN reported a £3.3m seed round led by Oxford Science Enterprises, with SOSV, Oxford Capital Partners and others, plus a £700,000 Innovate UK grant, and named Chris Davison as chief executive. Companies House lists NavLive Limited, incorporated on 29 June 2022, as active; its officers page would not open.",
   "uk_status": "uk",
   "company": {
    "ch_number": "14203536",
    "registered_office": "Navlive Wework, Buckingham Palace Road, London, England, SW1W 9SH",
    "incorporated": "2022-06-29",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "14203536",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/14203536",
    "ch_note": null
   },
   "place": {
    "text": "London and Oxford (null)",
    "postcode": null,
    "lat": null,
    "lng": null,
    "region": "England: London"
   },
   "people": [],
   "money": [
    {
     "kind": "funding_round",
     "amount": 3300000,
     "currency": "GBP",
     "date": "2025-05-29",
     "detail": "seed led by Oxford Science Enterprises (single source)",
     "raw": "funding_round: 3300000 GBP 2025-05-29 — seed led by Oxford Science Enterprises (single source)",
     "amount_gbp": 3300000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£3.3m",
     "gbp_txt": ""
    },
    {
     "kind": "grant",
     "amount": 700000,
     "currency": "GBP",
     "date": "2025-05-29",
     "detail": "Innovate UK (single source)",
     "raw": "grant: 700000 GBP 2025-05-29 — Innovate UK (single source)",
     "amount_gbp": 700000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£700,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "construction",
    "building surveying"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Handheld AI scanners that walk through a building and produce accurate 2D and 3D site drawings.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/proptech/ai-architecture-startup-navlive-secures-4m-round-20250529",
    "https://find-and-update.company-information.service.gov.uk/company/14203536"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/proptech/ai-architecture-startup-navlive-secures-4m-round-20250529",
     "quotes": [
      "The funding for NavLive came via a £3.3m seed investment combined with a £700,000 grant from Innovate UK.",
      "Developed by academics in robotics research at the University of Oxford"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14203536",
     "quotes": [
      "NAVLIVE LIMITED\" \"Active\" \"29 June 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "construction",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London and Oxford (null)",
   "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-007",
     "name": "Oxford Science Enterprises",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-007",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "SOSV"
    },
    {
     "kind": "funded_by",
     "name": "Innovate UK"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-614",
   "name": "ScrubMarine",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "Raised US$1m from PXN Ventures, SFC Capital and angels, reported 24 December 2025; Companies House lists ScrubMarine Limited as active. Companies House shows SCRUBMARINE LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "Robots that inspect and clean ships' hulls and other underwater structures on their own, replacing divers.",
   "description": "ScrubMarine is a British deep-tech firm developing autonomous robotic systems for maritime inspection and maintenance, to replace manual and often dangerous work. In December 2025 UKTN reported US$1m from PXN Ventures, SFC Capital and angels, said it is based between Edinburgh and the Lake District, and quoted co-founder Rohith Devanathan. The article stresses autonomy but does not mention AI. Companies House lists ScrubMarine Limited, incorporated on 28 November 2023 in Whitehaven, Cumbria, as active, with Rohith Devanathan a director since 2 October 2024. [Round 4, 30 Oct 2026] investor: SFC Capital portfolio company (listed as Scrubmarine)",
   "uk_status": "uk",
   "company": {
    "ch_number": "15312999",
    "registered_office": "Unit 13c Sneckyeat Industrial Estate, Whitehaven, Cumbria, England, CA28 8PF",
    "incorporated": "2023-11-28",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "15312999",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/15312999",
    "ch_note": null
   },
   "place": {
    "text": "Whitehaven, Cumbria (CA28 8PF)",
    "postcode": "CA28 8PF",
    "lat": 54.531466,
    "lng": -3.560798,
    "region": "England: North West",
    "admin_district": "Cumberland",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Rohith Devanathan",
     "role": "co-founder; director from 2024-10-02",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/15312999/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 1000000,
     "currency": "USD",
     "date": "2025-12-24",
     "detail": "PXN Ventures, SFC Capital, angels (single source)",
     "raw": "funding_round: 1000000 USD 2025-12-24 — PXN Ventures, SFC Capital, angels (single source)",
     "amount_gbp": 740357,
     "fx_rate": 1.3507,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3507 per £ on 2025-12-24",
     "fx_date": "2025-12-24",
     "fx_note": "",
     "txt": "US$1m",
     "gbp_txt": "£740,357"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "maritime",
    "subsea inspection"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Robots that inspect and clean ships' hulls and other underwater structures on their own, replacing divers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/deep-tech/scrubmarine-robotics-funding-20251224",
    "https://find-and-update.company-information.service.gov.uk/company/15312999",
    "https://find-and-update.company-information.service.gov.uk/company/15312999/officers",
    "https://portal.sfccapital.com/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/deep-tech/scrubmarine-robotics-funding-20251224",
     "quotes": [
      "a British deep tech firm developing autonomous robotic systems for maritime inspections and maintenance",
      "has raised $1m (£740,000)"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15312999",
     "quotes": [
      "SCRUBMARINE LIMITED\" \"Active\" \"28 November 2023"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/15312999/officers",
     "quotes": [
      "DEVANATHAN, Rohith\" \"Role Active\" \"Director\" \"2 October 2024"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://portal.sfccapital.com/",
     "quotes": [
      "From steel to seafloor – building robotic systems that clean, inspect & maintain"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "maritime",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Whitehaven, Cumbria (CA28 8PF)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "PXN Ventures"
    },
    {
     "kind": "funded_by",
     "name": "SFC Capital"
    },
    {
     "kind": "founded_by",
     "name": "Rohith Devanathan"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-701",
   "name": "Opteran",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Opteran Technologies Limited active on 29 October 2026; David Rajan, named as chief executive in 2022, resigned as a director on 24 May 2025.",
   "one_line": "Autonomy software for robots and machines, modelled on how insect brains navigate.",
   "description": "University of Sheffield spin-out that emulates insect brain processes to give machines autonomy. UKTN reported $12 million (£9.77 million) in June 2022, led by Join Capital with IQ Capital, Northern Gritstone, Seraphim, Episode 1 and Schauenburg Ventures. David Rajan was then chief executive. Companies House shows the company incorporated in March 2020 with its registered office in Sheffield; Rajan ceased to be a director on 24 May 2025, and several new directors were appointed in 2026.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12494709",
    "registered_office": "The Innovation Centre, 217 Portobello, Sheffield, South Yorkshire, United Kingdom, S1 4DP",
    "incorporated": "2020-03-03",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12494709",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12494709",
    "ch_note": null
   },
   "place": {
    "text": "Sheffield (S1 4DP; lat/lng null)",
    "postcode": "S1 4DP",
    "lat": 53.381062,
    "lng": -1.481137,
    "region": "England: Yorkshire and the Humber",
    "admin_district": "Sheffield",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "David Rajan",
     "role": "chief executive (2022); director 2020-03-03 to 2025-05-24",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/12494709/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 12000000,
     "currency": "USD",
     "date": "2022-06-24",
     "detail": "led by Join Capital (single source)",
     "raw": "funding_round: 12000000 USD 2022-06-24 — led by Join Capital (single source)",
     "amount_gbp": 9765625,
     "fx_rate": 1.2288,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2288 per £ on 2022-06-24",
     "fx_date": "2022-06-24",
     "fx_note": "",
     "txt": "US$12m",
     "gbp_txt": "£9.8m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "sectors": [
    "robotics",
    "autonomy"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Autonomy software for robots and machines, modelled on how insect brains navigate.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/sheffield-spinout-opteran-insect-ai-20220624",
    "https://find-and-update.company-information.service.gov.uk/company/12494709",
    "https://find-and-update.company-information.service.gov.uk/company/12494709/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/sheffield-spinout-opteran-insect-ai-20220624",
     "quotes": [
      "The Sheffield-based firm has a unique approach to autonomous machinery",
      "David Rajan, CEO, Opteran"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12494709",
     "quotes": [
      "OPTERAN TECHNOLOGIES LIMITED",
      "Active",
      "Incorporated on 3 March 2020"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12494709/officers",
     "quotes": [
      "RAJAN, David",
      "Director",
      "3 March 2020",
      "24 May 2025"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Autonomous and agent systems",
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "robotics",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Sheffield (S1 4DP; lat/lng null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
     "id": "BIZ-INV-051",
     "name": "Northern Gritstone",
     "page": "investors",
     "href": "../../investors/#org=BIZ-INV-051",
     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "University of Sheffield"
    },
    {
     "kind": "funded_by",
     "name": "Join Capital"
    },
    {
     "kind": "funded_by",
     "name": "IQ Capital"
    },
    {
     "kind": "funded_by",
     "name": "Seraphim"
    }
   ],
   "degree": 2,
   "related_ids": [
    "BIZ-SU-IND-402",
    "BIZ-SU-IND-503"
   ]
  },
  {
   "id": "BIZ-SU-IND-702",
   "name": "QiO Technologies",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows QiO Technologies Ltd active on 29 October 2026.",
   "one_line": "AI software that helps factories, data centres and telecoms firms run equipment with less energy and lower emissions.",
   "description": "Hampshire-headquartered company whose AI tools are used by industrial firms, data centres and telecoms operators to cut emissions. UKTN reported a $10 million (£8.3 million) Series B in February 2023 led by WAVE Equity Partners, naming Rick Haythornthwaite as co-founder and chairman. Companies House shows QiO Technologies Ltd, incorporated December 2014, active, with its registered office in Egham, Surrey.",
   "uk_status": "uk",
   "company": {
    "ch_number": "09368431",
    "registered_office": "One, High Street, Egham, United Kingdom, TW20 9HJ",
    "incorporated": "2014-12-29",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "09368431",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/09368431",
    "ch_note": null
   },
   "place": {
    "text": "Hampshire (as published; registered office Egham TW20 9HJ; lat/lng null)",
    "postcode": "TW20 9HJ",
    "lat": 51.433052,
    "lng": -0.542041,
    "region": "England: South East",
    "admin_district": "Runnymede",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "null (Rick Haythornthwaite named as co-founder and chairman by UKTN; not checked against the officer list)",
     "role": null,
     "from": null,
     "source": null
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 10000000,
     "currency": "USD",
     "date": "2023-02-16",
     "detail": "Series B led by WAVE Equity Partners (single source)",
     "raw": "funding_round: 10000000 USD 2023-02-16 — Series B led by WAVE Equity Partners (single source)",
     "amount_gbp": 8325701,
     "fx_rate": 1.2011,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.2011 per £ on 2023-02-16",
     "fx_date": "2023-02-16",
     "fx_note": "",
     "txt": "US$10m",
     "gbp_txt": "£8.3m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "AI implementation"
   ],
   "sectors": [
    "industry",
    "energy efficiency",
    "data centres"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "AI software that helps factories, data centres and telecoms firms run equipment with less energy and lower emissions.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/qio-series-b-20230216",
    "https://find-and-update.company-information.service.gov.uk/company/09368431"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/qio-series-b-20230216",
     "quotes": [
      "Hampshire-headquartered QiO’s AI tools are used by industrial firms, data centres and telecoms",
      "AI startup QiO Technologies has closed $10m (£8.3m) in a Series B round"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09368431",
     "quotes": [
      "QIO TECHNOLOGIES LTD",
      "Active",
      "Incorporated on 29 December 2014"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "AI implementation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "industry",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "Hampshire (as published; registered office Egham TW20 9HJ; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "funded_by",
     "name": "WAVE Equity Partners"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-703",
   "name": "Permia Sensing",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Permia Sensing Limited active on 29 October 2026.",
   "one_line": "Acoustic sensors and AI that listen inside palm trees for red palm weevil pests and alert farmers.",
   "description": "Imperial College London spin-out that uses an acoustic sensor and artificial intelligence to listen for red palm weevils, alerting farmers and tracking tree health. UKTN reported a £250,000 pre-seed investment from Jenson Funding Partners in March 2023, supporting trials on Sri Lankan plantations; Efrem de Paiva was named as chief executive. Companies House shows the company, incorporated January 2021, active, with a London registered office and SIC code 01610 (support activities for crop production). De Paiva does not appear in the officer list.",
   "uk_status": "uk",
   "company": {
    "ch_number": "13160460",
    "registered_office": "Apt 16 1 Long Street, London, England, E2 8GS",
    "incorporated": "2021-01-27",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "13160460",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/13160460",
    "ch_note": null
   },
   "place": {
    "text": "London (registered office E2 8GS; lat/lng null)",
    "postcode": "E2 8GS",
    "lat": 51.529077,
    "lng": -0.076363,
    "region": "England: London",
    "admin_district": "Hackney",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Efrem de Paiva",
     "role": "chief executive (2023; not a listed officer)",
     "from": null,
     "source": "https://www.uktech.news/ai/permia-sensing-pre-seed-20230330"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 250000,
     "currency": "GBP",
     "date": "2023-03-30",
     "detail": "pre-seed from Jenson Funding Partners (single source)",
     "raw": "funding_round: 250000 GBP 2023-03-30 — pre-seed from Jenson Funding Partners (single source)",
     "amount_gbp": 250000,
     "fx_rate": 1.0,
     "fx_source": "as published (GBP)",
     "fx_note": "",
     "txt": "£250,000",
     "gbp_txt": ""
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Perceptual systems"
   ],
   "sectors": [
    "agriculture",
    "pest detection"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
   "category": "industry",
   "function": "Acoustic sensors and AI that listen inside palm trees for red palm weevil pests and alert farmers.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/permia-sensing-pre-seed-20230330",
    "https://find-and-update.company-information.service.gov.uk/company/13160460"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/permia-sensing-pre-seed-20230330",
     "quotes": [
      "The Imperial College London spinout uses an acoustic sensor and artificial intelligence",
      "to listen for the sounds of red palm weevils"
     ],
     "accessed": "2026-10-29",
     "trade": true,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13160460",
     "quotes": [
      "PERMIA SENSING LIMITED",
      "Active",
      "Incorporated on 27 January 2021",
      "01610 - Support activities for crop production"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "agriculture",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (registered office E2 8GS; lat/lng null)",
   "status_group": "active",
   "ext_links": [],
   "label_links": [
    {
     "kind": "spun_out_of",
     "name": "Imperial College London"
    },
    {
     "kind": "funded_by",
     "name": "Jenson Funding Partners"
    }
   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-704",
   "name": "Productive Machines",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Productive Machines Ltd active on 29 October 2026.",
   "one_line": "AI software that builds a digital twin of a milling machine to cut vibration damage in metal machining.",
   "description": "Rotherham company, a University of Sheffield spin-out, whose AI software creates a digital twin of machinery in action to reduce damage caused by vibration in metal milling. UKTN reported £2.2 million of seed funding in April 2023 led by the UK Innovation & Science Seed Fund, with NPIF – Mercia Equity Finance, ACT Venture Partners and Fuel Ventures. Dr Erdem Ozturk is chief executive and founder, and a director since September 2019. The registered office is at the Advanced Manufacturing Park, Rotherham.",
   "uk_status": "uk",
   "company": {
    "ch_number": "12227915",
    "registered_office": "Advanced Manufacturing Park Technology Centre, Brunel Way Catcliffe, Rotherham, United Kingdom, S60 5WG",
    "incorporated": "2019-09-26",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": "12227915",
    "companies_house_url": "https://find-and-update.company-information.service.gov.uk/company/12227915",
    "ch_note": null
   },
   "place": {
    "text": "Rotherham (S60 5WG; lat/lng null)",
    "postcode": "S60 5WG",
    "lat": 53.386638,
    "lng": -1.378229,
    "region": "England: Yorkshire and the Humber",
    "admin_district": "Rotherham",
    "geocoded": "postcodes.io"
   },
   "people": [
    {
     "name": "Erdem Ozturk",
     "role": "founder and chief executive (2023); director since 2019-09-26",
     "from": null,
     "source": "https://find-and-update.company-information.service.gov.uk/company/12227915/officers"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 2200000,
     "currency": "GBP",
     "date": "2023-04-24",
     "detail": "seed led by UK Innovation & Science Seed Fund (single source)",
     "raw": "funding_round: 2200000 GBP 2023-04-24 — seed led by UK Innovation & Science Seed Fund (single source)",
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     "fx_rate": 1.0,
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     "txt": "£2.2m",
     "gbp_txt": ""
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   ],
   "site": null,
   "product": null,
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   "sectors": [
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    "machining"
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   "type": "Companies",
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    "https://find-and-update.company-information.service.gov.uk/company/12227915",
    "https://find-and-update.company-information.service.gov.uk/company/12227915/officers"
   ],
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    {
     "url": "https://www.uktech.news/tech-hubs/the-north-of-england/sheffield/productive-machines-seed-20230424",
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    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12227915/officers",
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     "amendment": false
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    "https://matnex.ai/",
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    "https://www.matnex.ai/",
    "https://arxiv.org/abs/2604.08143"
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    },
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    },
    {
     "url": "https://matnex.ai/",
     "quotes": [
      "the first expression of the platform, not the limit."
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    },
    {
     "url": "https://matnex.ai/news/matnex-and-viridien-partner-to-accelerate-ai-powered-materials-discovery",
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    },
    {
     "url": "https://matnex.ai/news",
     "quotes": [
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    },
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   "dsit_domains": [
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    },
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    },
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   ],
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   "one_line": "Imaging and AI that diagnose crop health and disease for growers.",
   "description": "University of Manchester spin-out founded by Dr Charles Veys that provides AI-powered crop diagnostics. BusinessCloud's list of the top 100 deals of 2025 recorded £2.1 million of new funding in April 2025; investors were not named. Companies House shows Fotenix Limited, incorporated May 2018, active, with a Salford registered office and Veys as a director since incorporation.",
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   "product": null,
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   "affiliation": "Start-ups",
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   ],
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     "quotes": [
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      "The University of Manchester spinout was founded by Dr Charles Veys."
     ],
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     "trade": true,
     "amendment": false
    },
    {
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     "quotes": [
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     ],
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     "trade": false,
     "amendment": false
    },
    {
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     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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   ],
   "div_label": "Industry",
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  },
  {
   "id": "BIZ-SU-IND-708",
   "name": "Wild Bioscience",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Wild Bioscience Ltd active on 29 October 2026.",
   "one_line": "Uses AI to find genetic changes that make crops more productive and resilient, for plant breeders.",
   "description": "University of Oxford spin-out (2021) using an AI-powered approach to improve the productivity, resilience and sustainability of crops. UKTN reported a $60 million (£44.65 million) Series A in October 2025 led by the Ellison Institute of Technology, with Oxford Science Enterprises, Braavos Capital and the University of Oxford, and gave a team of 30. Dr Ross Hendron is co-founder and chief executive and Prof Steve Kelly co-founder; both are directors since April 2021. The registered office is at Milton Park, Abingdon.",
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    "incorporated": "2021-04-23",
    "legal_form": "ltd",
    "owner_or_acquirer": null,
    "headcount": "30, 2025-10-16, UKTN (single source)",
    "ch_number_clean": "13355116",
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    "ch_note": null
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/09858715/officers",
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     "trade": false,
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   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "construction technology",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (W1T 6EB; null; null)",
   "status_group": "acquired",
   "ext_links": [],
   "label_links": [
    {
     "kind": "acquired_by",
     "name": "Open Space Labs, Inc."
    },
    {
     "kind": "funded_by",
     "name": "2150"
    },
    {
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   ],
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  },
  {
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   "name": "Solvo.ai",
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   "status_detail": "Companies House shows Solvo.ai Ltd active, with a confirmation statement dated 28 March 2026.",
   "one_line": "AI pricing engine that helps logistics and supply-chain companies set prices as conditions change.",
   "description": "Solvo.ai was founded by Gaurav Bajaj (chief executive) and Dongho Kim. Its product is an AI pricing engine for enterprises, used by logistics firms to adapt to disruption. UKTN reported a seed round of about $4m (£3.47m) in November 2022, led by Speedinvest and Frontline Ventures. Companies House shows Solvo.ai Ltd, London, active.",
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    "ch_note": null
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     "source": "https://www.uktech.news/ai/solvo-ai-suppl-chain-seed-funding-20221101"
    }
   ],
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   ],
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    "https://www.uktech.news/ai/solvo-ai-suppl-chain-seed-funding-20221101",
    "https://find-and-update.company-information.service.gov.uk/company/13298516",
    "https://find-and-update.company-information.service.gov.uk/company/13298516/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/solvo-ai-suppl-chain-seed-funding-20221101",
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      "The seed round was led by Speedinvest and Frontline ventures"
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    },
    {
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    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/13298516/officers",
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      "BAJAJ, Gaurav",
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    }
   ],
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    "AI implementation"
   ],
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     "dept": "logistics",
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    }
   ],
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  {
   "id": "BIZ-SU-IND-805",
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   "status_detail": "Companies House shows AeroCloud Systems Limited active, with a confirmation statement dated 16 January 2026.",
   "one_line": "Airport management software that uses AI to track flights, forecast passenger numbers and allocate gates.",
   "description": "AeroCloud was founded in 2019 by George Richardson (chief executive) and Ian Forde-Smith (chief technology officer). It is headquartered in Macclesfield with offices in London and Florida. Its platform uses AI to track flights, forecast passenger numbers and organise airport gates. UKTN reported a $12.6m (£10.5m) Series A led by Stage 2 Capital in February 2023, with Triple Point, Praetura, Playfair and Haatch. Its registered office is in Stockport.",
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    "ch_note": null
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   ],
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     ],
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     "amendment": false
    },
    {
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     "quotes": [
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     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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   ],
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   "depts": [
    {
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    }
   ],
   "div_label": "Industry",
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   "status_group": "active",
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   "label_links": [
    {
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    },
    {
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   ],
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  },
  {
   "id": "BIZ-SU-IND-806",
   "name": "RoboK",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows RoboK Limited active, with a confirmation statement dated 27 March 2026.",
   "one_line": "Software that uses AI to watch CCTV footage in real time and flag unsafe behaviour and hazards at work sites.",
   "description": "RoboK is a University of Cambridge spinout led by co-founder and chief executive Hao Zheng. Its software analyses CCTV footage in real time, detecting patterns among people, vehicles and objects to flag hazards such as unsafe work behaviour. UKTN reported $2.1m (£1.7m) of grant and equity funding in June 2023, led by Cambridge Enterprise, with Bristol Port Company, u-blox and Amadeus Capital Partners. RoboK Limited is registered at St John's Innovation Centre, Cambridge.",
   "uk_status": "uk",
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     "source": "https://www.uktech.news/ai/robok-funding-20230629"
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   ],
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    {
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   "affiliation": "Start-ups",
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    "https://find-and-update.company-information.service.gov.uk/company/10945246"
   ],
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    {
     "url": "https://www.uktech.news/ai/robok-funding-20230629",
     "quotes": [
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     ],
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    },
    {
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     "quotes": [
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      "62012 - Business and domestic software development"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
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   "depts": [
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   ],
   "div_label": "Industry",
   "location": "Cambridge (CB4 0WS; null; null)",
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   "ext_links": [
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   "status_detail": "QAD Europe Limited became the person with significant control (75% or more) of Kavida Technologies Ltd on 17 November 2025; chief executive Anamur Rahman left the board that day (Companies House).",
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    "ch_note": null
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     "from": null,
     "source": "https://www.uktech.news/ai/kavida-ai-funding-20230809"
    },
    {
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     "source": "https://www.uktech.news/ai/kavida-ai-funding-20230809"
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     "txt": "£900,000",
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   ],
   "site": null,
   "product": null,
   "dsit_domains": [
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   ],
   "sectors": [
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    "manufacturing"
   ],
   "confidence": "verified",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
   "applied": null,
   "held": [],
   "same_as": null,
   "package1_id": null,
   "type": "Companies",
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   "function": "Supply-chain software for manufacturers and retailers that tracks purchase orders and suppliers, with a planned AI co-pilot.",
   "affiliation": "Start-ups",
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    "https://find-and-update.company-information.service.gov.uk/company/12635619",
    "https://find-and-update.company-information.service.gov.uk/company/12635619/persons-with-significant-control",
    "https://find-and-update.company-information.service.gov.uk/company/12635619/officers",
    "https://www.digicatapult.org.uk/about/press-releases/post/10-rising-ai-stars-join-award-winning-machine-intelligence-garage-mentorship-programme/"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/ai/kavida-ai-funding-20230809",
     "quotes": [
      "London headquartered supply chain startup Kavida.ai has raised £900,000 in follow-up seed funding from investors."
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12635619",
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      "Incorporated on 30 May 2020",
      "62020 - Information technology consultancy activities"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12635619/persons-with-significant-control",
     "quotes": [
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     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12635619/officers",
     "quotes": [
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     "url": "https://www.digicatapult.org.uk/about/press-releases/post/10-rising-ai-stars-join-award-winning-machine-intelligence-garage-mentorship-programme/",
     "quotes": [
      "A supply chain digital twin platform that enables the detection of threats before they occur"
     ],
     "accessed": "2026-10-30",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
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   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
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     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (EC3V 3NG; null; null)",
   "status_group": "acquired",
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   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-808",
   "name": "Spotta",
   "bucket": "co",
   "status": "active",
   "status_date": null,
   "status_detail": "Companies House shows Spotta Limited active, with a confirmation statement dated 6 March 2026.",
   "one_line": "Sensors that use machine learning to detect bedbugs and crop pests early, for hotels and farms.",
   "description": "Spotta is a Cambridge company led by co-founder and chief executive Robert Fryers. Its sensors, installed in hotel rooms and fields, use machine learning to monitor continuously for infestation and report when, where and what type of insects are active. UKTN reported a £3m round in December 2023 from The Yield Lab, STIHL Ventures and ACF Investors. The company was called Omma.tech Limited until September 2019.",
   "uk_status": "uk",
   "company": {
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    "registered_office": "2, Murdoch House, Garlic Row, Cambridge, England, CB5 8HW",
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    "ch_note": null
   },
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   },
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    {
     "name": "Robert Fryers",
     "role": "co-founder and chief executive; director since 2018-03-07",
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     "source": "https://www.uktech.news/agtech/spotta-bedbug-funding-20231215"
    }
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     "txt": "£3m",
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   ],
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    "Perceptual systems"
   ],
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    "pest control",
    "agriculture",
    "hospitality"
   ],
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   "held": [],
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   "type": "Companies",
   "category": "industry",
   "function": "Sensors that use machine learning to detect bedbugs and crop pests early, for hotels and farms.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/agtech/spotta-bedbug-funding-20231215",
    "https://find-and-update.company-information.service.gov.uk/company/11240610",
    "https://find-and-update.company-information.service.gov.uk/company/11240610/officers"
   ],
   "source_quotes": [
    {
     "url": "https://www.uktech.news/agtech/spotta-bedbug-funding-20231215",
     "quotes": [
      "use machine learning to continuously monitor for infestation",
      "Spotta co-founder and CEO Robert Fryers"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11240610",
     "quotes": [
      "SPOTTA LIMITED",
      "Active",
      "Incorporated on 7 March 2018",
      "OMMA.TECH LIMITED"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/11240610/officers",
     "quotes": [
      "FRYERS, Robert John Clayton",
      "Director",
      "7 March 2018"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "Perceptual systems"
   ],
   "one_source": false,
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   "depts": [
    {
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    }
   ],
   "div_label": "Industry",
   "location": "Cambridge (CB5 8HW; null; null)",
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   "label_links": [
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     "name": "The Yield Lab"
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    {
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   "status_detail": "Companies House shows Ameba Systems Ltd active but with its confirmation statement overdue (due 25 July 2026); co-founder and chief executive Cedrik Hoffmann resigned as director on 10 April 2026. Companies House shows AMEBA SYSTEMS LTD as Active (checked 31 Oct 2026).",
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   "description": "Ameba is a West London start-up co-founded by Cedrik Hoffmann, named as chief executive in 2024. It has built an AI platform to automate the extraction of supply-chain data, showing product origins and status. UKTN reported a $7.1m (£5.3m) seed round led by Hedosophia in October 2024, with Anamcara and Visionaries Club. Companies House shows Hoffmann leaving the board on 10 April 2026 and the 2026 confirmation statement overdue; the reason is not known.",
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    "ch_note": null
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     "source": "https://www.uktech.news/ai/ai-supply-chain-startup-ameba-raises-5-3m-20241002"
    }
   ],
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   ],
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    "https://find-and-update.company-information.service.gov.uk/company/14997742",
    "https://find-and-update.company-information.service.gov.uk/company/14997742/officers"
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    {
     "url": "https://www.uktech.news/ai/ai-supply-chain-startup-ameba-raises-5-3m-20241002",
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      "an AI platform to automate the extraction of data from across supply chains",
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    },
    {
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      "confirmation statement overdue"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14997742/officers",
     "quotes": [
      "Cedrik Hoffmann",
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      "12 July 2023",
      "10 April 2026"
     ],
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     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
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    "Natural language applications",
    "AI implementation"
   ],
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    {
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   ],
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   "location": "London (W9 2PY; null; null)",
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    }
   ],
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   ],
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  },
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   "name": "Twig",
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   "status_detail": "Companies House shows Twig Bio Limited active; its confirmation statement was due by 26 September 2026.",
   "one_line": "Uses AI and lab robotics to develop fermented replacements for environmentally harmful ingredients.",
   "description": "Twig is a King's Cross, London, biotechnology start-up founded in 2022 and led by co-founder and chief executive Dr Russ Tucker. It uses AI and robotics to find sustainable, bio-fermented replacements for harmful ingredients. UKTN reported a £3m round in September 2023 from Project A, Seedcamp, Zero Carbon Capital, UKI2S, Gaingels and angels. The registered company is Twig Bio Limited.",
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    "ch_number_clean": "14353896",
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    "ch_note": null
   },
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    {
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     "source": "https://www.uktech.news/ai/twig-food-stealth-funding-20230911"
    }
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     "txt": "£3m",
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   ],
   "site": null,
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   "dsit_domains": [
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   "applied": null,
   "held": [],
   "same_as": null,
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   "type": "Companies",
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   "function": "Uses AI and lab robotics to develop fermented replacements for environmentally harmful ingredients.",
   "affiliation": "Start-ups",
   "sources": [
    "https://www.uktech.news/ai/twig-food-stealth-funding-20230911",
    "https://find-and-update.company-information.service.gov.uk/company/14353896",
    "https://find-and-update.company-information.service.gov.uk/company/14353896/officers"
   ],
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    {
     "url": "https://www.uktech.news/ai/twig-food-stealth-funding-20230911",
     "quotes": [
      "using AI and robotics to find sustainable replacements for harmful ingredients",
      "Dr Russ Tucker, CEO and co-founder of Twig"
     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14353896",
     "quotes": [
      "TWIG BIO LIMITED",
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     ],
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     "trade": false,
     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/14353896/officers",
     "quotes": [
      "TUCKER, Russell Peter",
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      "13 September 2022"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Knowledge generation"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "industrial biotechnology",
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    }
   ],
   "div_label": "Industry",
   "location": "London (NW1 0NH; null; null)",
   "status_group": "active",
   "ext_links": [
    {
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   ],
   "label_links": [
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   ],
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  },
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   "id": "BIZ-SU-IND-811",
   "name": "Fyld",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-10-31",
   "status_detail": "UKTN reported a £32m round in February 2026; Companies House shows Fyld Limited active, with a director appointed on 7 October 2026. Companies House shows FYLD LIMITED as Active (checked 31 Oct 2026).",
   "one_line": "AI that reviews videos from field workers to assess site conditions and safety risks for construction and energy firms.",
   "description": "Fyld is a London AI company founded in 2020 and led by co-founder and chief executive Shelley Copsey. Its platform analyses videos submitted by field workers to assess the condition and safety of sites, so managers can oversee many sites remotely; construction and energy firms use it. UKTN reported a £32m round in February 2026 led by Energy Impact Partners, with Partech's Growth Impact Fund, as it planned US expansion.",
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    {
     "name": "Shelley Copsey",
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     "source": "https://www.uktech.news/ai/fyld-eyes-us-expansion-as-ai-worksite-safety-group-raises-32m-20260218"
    }
   ],
   "money": [
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     "fx_rate": 1.0,
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    }
   ],
   "site": null,
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   "dsit_domains": [
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   "confidence": "verified",
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   "function": "AI that reviews videos from field workers to assess site conditions and safety risks for construction and energy firms.",
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   "sources": [
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    "https://find-and-update.company-information.service.gov.uk/company/12481168",
    "https://find-and-update.company-information.service.gov.uk/company/12481168/officers"
   ],
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    {
     "url": "https://www.uktech.news/ai/fyld-eyes-us-expansion-as-ai-worksite-safety-group-raises-32m-20260218",
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      "a London-based AI company",
      "The new round was led by New York-based Energy Impact Partners"
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     "amendment": false
    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12481168",
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     ],
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     "trade": false,
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    },
    {
     "url": "https://find-and-update.company-information.service.gov.uk/company/12481168/officers",
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      "8 March 2021"
     ],
     "accessed": "2026-10-29",
     "trade": false,
     "amendment": false
    }
   ],
   "website": [],
   "colleges": [],
   "topics": [
    "Perceptual systems"
   ],
   "one_source": false,
   "confidence_raw": "verified",
   "depts": [
    {
     "dept": "field operations",
     "div": "industry"
    }
   ],
   "div_label": "Industry",
   "location": "London (EC4A 3TW; null; null)",
   "status_group": "active",
   "ext_links": [
    {
     "kind": "funded_by",
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    },
    {
     "kind": "linked from: portfolio_of",
     "id": "BIZ-INV-2090",
     "name": "Energy Impact Partners",
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     "href": "../../investors/#org=BIZ-INV-2090",
     "page_label": "Investors"
    },
    {
     "kind": "funded_by",
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    {
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     "page_label": "Investors"
    }
   ],
   "label_links": [
    {
     "kind": "funded_by",
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   ],
   "degree": 0,
   "related_ids": []
  },
  {
   "id": "BIZ-SU-IND-812",
   "name": "HIVE",
   "bucket": "co",
   "status": "active",
   "status_date": "2026-07",
   "status_detail": "UKTN reported a $15m seed round in July 2026. Companies House lists Hive Autonomy UK Limited (incorporated 29 September 2025, owned by Percept Holding UK Limited), but no page read links it to this company by name of a person.",
   "one_line": "AI software layer, a \"silicon brain\", that lets industrial machines in warehouses, factories and building sites act on their own.",
   "description": "HIVE is a London-headquartered physical AI company with offices in Norway and London, led by co-founder and chief executive Christoffer Jørgensvaag. It builds an intelligence layer that lets machines perceive, decide and act on their own, with each machine-hour feeding a shared reinforcement-learning loop. UKTN reported a $15m (£11.2m) seed round led by SuperSeed in July 2026, with Veriten, Skyfall and Nysnø; it is deployed at sites in Scandinavia. Companies House shows Hive Autonomy UK Limited and Hive Autonomy Operations UK Limited, both at a London service address, which are the likely entities.",
   "uk_status": "uk",
   "company": {
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    "legal_form": null,
    "owner_or_acquirer": null,
    "headcount": null,
    "ch_number_clean": null,
    "companies_house_url": null,
    "ch_note": null
   },
   "place": {
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    "lng": null,
    "region": "England: London"
   },
   "people": [
    {
     "name": "Christoffer Jørgensvaag",
     "role": "co-founder and chief executive (as of 2026)",
     "from": null,
     "source": "https://www.uktech.news/ai/hive-secures-11-2m-to-build-silicon-brain-for-industrial-machines-20260707"
    }
   ],
   "money": [
    {
     "kind": "funding_round",
     "amount": 15000000,
     "currency": "USD",
     "date": "2026-07",
     "detail": "seed led by SuperSeed (reported as £11.2m)",
     "raw": "funding_round: 15000000 USD 2026-07 — seed led by SuperSeed (reported as £11.2m)",
     "amount_gbp": 11296882,
     "fx_rate": 1.3278,
     "fx_source": "Bank of England daily spot rate (series XUDLUSS, XUDLERS), US$1.3278 per £ on 2026-07-01",
     "fx_date": "2026-07-01",
     "fx_note": "month only given: rate for the 1st",
     "txt": "US$15m",
     "gbp_txt": "£11.3m"
    }
   ],
   "site": null,
   "product": null,
   "dsit_domains": [
    "Autonomous and agent systems"
   ],
   "sectors": [
    "industrial automation",
    "robotics"
   ],
   "confidence": "single_source",
   "checked": "2026-10-29",
   "as_of": "2026-10-29",
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