{
  "schema_version": 1,
  "id": "org/tech-hatch-ltd",
  "type": "organization",
  "question": "What is Hatch Ltd.?",
  "freshness_class": "F3-monthly",
  "generated_at": "2026-10-23T11:32:12Z",
  "verified_at": "2026-10-23T11:32:12Z",
  "next_refresh_due": "2026-11-22",
  "status": "fresh",
  "record_status": "fresh",
  "answer_short": "What Hatch Ltd.'s own website states, read on 2026-10-23. In summary, from its website: Global engineering and consulting firm serving metals, energy, and infrastructure sectors, partnering with clients on strategy, production, technology, and capital projects. It is currently operating. Its website names John Bianchini, Chairman & Chief Executive Officer, among its leaders. Not stated on the 9 pages listed under coverage: its headquarters city and its founding year. Not confirmed by the second reader: what it does.",
  "coverage": {
    "sources_expected": 9,
    "sources_accessible": 9,
    "blocked": [],
    "note": "Facts rest on 9 pages of Hatch Ltd.'s own website (about and home), all read on 2026-10-23. No registry, reference or news source was consulted for this page."
  },
  "stable": {
    "sources": [
      {
        "url": "https://www.hatch.com/",
        "name": "Hatch Ltd.: home page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/About-the-Company",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Publications/Performance-Innovations/2025",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/News-And-Media",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Ethics-And-Sustainability",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Publications",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Information-for-Suppliers-Registration",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Contact-Us",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      },
      {
        "url": "https://www.hatch.com/en/About-Us/Office-Locations",
        "name": "Hatch Ltd.: about page",
        "kind": "official",
        "owner": "Hatch Ltd.",
        "why_it_matters": "The organization's own page: authoritative for facts about itself.",
        "accessible": true
      }
    ],
    "identity": {
      "legal_name": "Hatch Ltd.",
      "website": "https://www.hatch.com/",
      "kind": "company"
    }
  },
  "volatile": {
    "facts": {
      "leadership": [
        {
          "name": "John Bianchini",
          "role": "Chairman & Chief Executive Officer",
          "as_of": "2026-10-23"
        }
      ]
    }
  },
  "claims": [
    {
      "id": "clm_521651b4",
      "text": "What Hatch Ltd. does, as summarised from its own website: Global engineering and consulting firm serving metals, energy, and infrastructure sectors, partnering with clients on strategy, production, technology, and capital projects.",
      "sources": [
        "https://www.hatch.com/en/About-Us/About-the-Company"
      ],
      "confidence": 1.0,
      "status": "unverified",
      "verified_by": "second-reader: not confirmed on 2026-10-24; a labelled summary: no code rule compares two paraphrases",
      "verified_at": "2026-10-23T11:32:12Z"
    },
    {
      "id": "clm_a5d24dad",
      "text": "Hatch Ltd. is currently operating, per its own website.",
      "sources": [
        "https://www.hatch.com/en/About-Us/About-the-Company",
        "https://www.hatch.com/en/About-Us/Publications/Performance-Innovations/2025",
        "https://www.hatch.com/en/About-Us/Ethics-And-Sustainability"
      ],
      "confidence": 1.0,
      "status": "verified",
      "verified_by": "second-reader: claude-sonnet-5-5, tool-less and schema-constrained, re-read the cited page(s) on 2026-10-24 and agreed with the first reading",
      "verified_at": "2026-10-23T11:32:12Z"
    },
    {
      "id": "clm_b6ef160b",
      "text": "The website of Hatch Ltd. names John Bianchini, Chairman & Chief Executive Officer, among its leaders.",
      "sources": [
        "https://www.hatch.com/en/About-Us/Ethics-And-Sustainability"
      ],
      "confidence": 1.0,
      "status": "verified",
      "verified_by": "second-reader: claude-sonnet-5-5, tool-less and schema-constrained, re-read the cited page(s) on 2026-10-24 and agreed with the first reading",
      "verified_at": "2026-10-23T11:32:12Z"
    }
  ],
  "provenance": {
    "method": "/about/method/organization-v1",
    "producer": "site/produce.py 0.1 from the official records of the accuracy report of 2026-10-23 (extractor claude-haiku-5-5, tool-less)",
    "verifier": "second-reader 0.1: claude-sonnet-5-5, tool-less and schema-constrained, re-read the stored copy of the cited pages it could read on 2026-10-24; schema/validate.py: schema, invariants and publish gates",
    "auditor": null,
    "pipeline_version": "produce-0.1; accuracy-report-v1; questions company v2; rules 2026-10-24.1 (report: unversioned)",
    "cost_usd": 0.050054,
    "confidence_definition": "/about/method/confidence"
  },
  "changelog": [
    {
      "at": "2026-10-23T11:32:12Z",
      "change": "Page produced from the official records read on 2026-10-23.",
      "claim_ids": [
        "clm_521651b4",
        "clm_a5d24dad",
        "clm_b6ef160b"
      ]
    },
    {
      "at": "2026-10-24T21:06:45Z",
      "change": "Second reader (claude-sonnet-5-5) re-read the cited pages on 2026-10-24: 2 claim(s) verified, 1 unverified.",
      "claim_ids": [
        "clm_521651b4",
        "clm_a5d24dad",
        "clm_b6ef160b"
      ]
    }
  ],
  "disclosure": "Produced by site/produce.py 0.1 from the official records of the AI accuracy report dated 2026-10-23 (company pack v2). The name and website are those of the organization record the report was run on, not a verified legal name. Every other fact on this page was read from the pages of Hatch Ltd.'s own website listed under coverage by a tool-less, schema-constrained model (claude-haiku-5-5) and is cited to the page that states it; the report's time is each claim's verification date. Nothing any AI assistant said, and no verdict of the report, enters this page. A fact the pages do not state is left out, never guessed. Each claim marked verified on this page was read twice: a second tool-less, schema-constrained model (claude-sonnet-5-5) re-read the stored copy of the page or pages it cites on 2026-10-24, and its reading agreed with the first under the comparison rules; verified_by names it on each such claim. 1 claim is marked unverified because the second reading did not confirm it: what it does. See /about/method/organization-v1.",
  "feedback_url": "/feedback"
}