{
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    "name": "Matta",
    "website": "https://matta.ai/",
    "record": "https://startuphistory.org/c/matta.ai"
  },
  "status": null,
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    "headline": "The AI Operating System for Digital Manufacturing",
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  "last_checked": "2026-11-06T17:40:08.559Z",
  "live_status": null,
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        {
          "headline": "Manufacturing the Impossible with AI",
          "subhead": "Building AI to Manufacture the Impossible. We are supercharging digital manufacturing by building the first self-learning AI platform to help operators do what they do best, and automate the rest.",
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          "evidence": "https://web.archive.org/web/20230924002903/https://www.matta.ai/",
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        },
        {
          "headline": "Manufacturing the Impossible with AI",
          "subhead": "Building AI to Manufacture the Impossible. We are supercharging digital manufacturing by building the first self-learning AI platform to help operators do what they do best, and automate the rest.",
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          "evidence": "https://web.archive.org/web/20240223101605/https://www.matta.ai/",
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        },
        {
          "headline": "Manufacturing the impossible with AI",
          "subhead": "Building AI copilots for advanced manufacturing that learn about the physics of manufacturing processes to reduce waste, improve part quality, and unlock new material opportunities.",
          "observed_at": "2024-08-08T17:04:11.000Z",
          "evidence": "https://web.archive.org/web/20240808170411/https://www.matta.ai/",
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        }
      ],
      "headline": "Manufacturing the impossible with AI",
      "subhead": "Building AI copilots for advanced manufacturing that learn about the physics of manufacturing processes to reduce waste, improve part quality, and unlock new material opportunities.",
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      "to": "2024-08-08T17:04:11.000Z",
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        }
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      "current": false
    },
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      "quote_observed_at": "2026-01-14T13:34:40.000Z",
      "variants": [
        {
          "headline": "Creating industrial AI for factories",
          "subhead": "Building AI copilots for advanced manufacturing that learn about the physics of manufacturing processes to reduce waste, improve part quality, and unlock new material opportunities.",
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          "evidence": "https://web.archive.org/web/20250118050515/https://www.matta.ai/",
          "evidence_kind": "internet_archive"
        },
        {
          "headline": "Creating industrial AI for factory sentience",
          "subhead": "Matta is creating industrial AI for factory sentience. We are a group of engineers, scientists, and builders developing manufacturing foundation models (MFMs) and a general-purpose manufacturing OS to",
          "observed_at": "2025-07-17T21:52:05.000Z",
          "evidence": "https://web.archive.org/web/20250717215205/https://www.matta.ai/",
          "evidence_kind": "internet_archive"
        },
        {
          "headline": "Creating industrial AI for factory sentience",
          "subhead": "Matta is creating industrial AI for factory sentience. We are a group of engineers, scientists, and builders developing manufacturing foundation models (MFMs) and a general-purpose manufacturing OS to",
          "observed_at": "2026-01-14T13:34:40.000Z",
          "evidence": "https://web.archive.org/web/20260114133440/https://www.matta.ai/",
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        }
      ],
      "headline": "Creating industrial AI for factory sentience",
      "subhead": "Matta is creating industrial AI for factory sentience. We are a group of engineers, scientists, and builders developing manufacturing foundation models (MFMs) and a general-purpose manufacturing OS to",
      "from": "2025-01-18T05:05:15.000Z",
      "to": "2026-01-14T13:34:40.000Z",
      "captures": 3,
      "evidence": "https://web.archive.org/web/20260114133440/https://www.matta.ai/",
      "evidence_kind": "internet_archive",
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          "to": "2026-01-14T13:34:40.000Z"
        }
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      "current": false
    },
    {
      "quote_observed_at": "2026-11-06T17:40:08.559Z",
      "variants": [
        {
          "headline": "Matta | See your factory in a whole new way",
          "subhead": "With Matta, you can deploy AI vision across every step of your operations, from supply chain tracking to part measurement and see ROI in days.",
          "observed_at": "2026-07-14T16:06:47.000Z",
          "evidence": "https://web.archive.org/web/20260714160647/https://matta.ai/",
          "evidence_kind": "internet_archive"
        },
        {
          "headline": "Matta | Industrial AI for factory sentience",
          "subhead": "With Matta, you can deploy AI agents across every step of your operations, from supply chain tracking to part measurement and see ROI in days.",
          "observed_at": "2026-11-06T17:40:08.559Z",
          "evidence": "https://matta.ai/",
          "evidence_kind": "live_capture"
        }
      ],
      "headline": "Matta | Industrial AI for factory sentience",
      "subhead": "With Matta, you can deploy AI agents across every step of your operations, from supply chain tracking to part measurement and see ROI in days.",
      "from": "2026-07-14T16:06:47.000Z",
      "to": "2026-11-06T17:40:08.559Z",
      "captures": 2,
      "evidence": "https://matta.ai/",
      "evidence_kind": "live_capture",
      "seen": {
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          "to": "2026-11-06T17:40:08.559Z"
        }
      },
      "current": true
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  "changes": [
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      "n": 1,
      "id": "classifier-4cc205b94a6d2fa5edc8a8b10a7f814c7097c4ee3feade14b3d1c46ead7ea98f:0dfd08c839a32b68cbe022de43af224d16652011dc9266493cf62f00562338bf:repositioning",
      "before_evidence": "https://web.archive.org/web/20230603144157/https://www.matta.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "repositioning",
      "label": "Messaging",
      "summary": "Changed its homepage headline from “The AI Operating System for Digital Manufacturing” to “Manufacturing the Impossible with AI”.",
      "between": {
        "from": "2023-06-03T14:41:57.000Z",
        "to": "2023-09-24T00:29:03.000Z"
      },
      "evidence": "https://web.archive.org/web/20230924002903/https://www.matta.ai/",
      "evidence_kind": "internet_archive",
      "basis": "classifier",
      "topic": "https://startuphistory.org/t/repositioned"
    },
    {
      "n": 2,
      "id": "page-121438591d894c73a796d3a3bf3570cc9c37911d3cade8a4f04540dd42950627:0fec0dceec566dea511b9447e407174430c1310842679d98a7f849b4df94d651:headline:8cf9c8436a9d5194",
      "before_evidence": "https://web.archive.org/web/20240808170411/https://www.matta.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "headline",
      "label": "Headline",
      "summary": "Changed its homepage headline from “Manufacturing the impossible with AI” to “Creating industrial AI for factories”.",
      "between": {
        "from": "2024-08-08T17:04:11.000Z",
        "to": "2025-01-18T05:05:15.000Z"
      },
      "evidence": "https://web.archive.org/web/20250118050515/https://www.matta.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": null
    },
    {
      "n": 3,
      "id": "page-976623574acdc3723ddf333503159574be473c49770e5edabc5dd64401c87460:7ea2b8f7419a173d4b2151f1d06bbac3720b15fedfa2c57cde007cf8dd56e66f:headline:af077aa943d8f236",
      "before_evidence": "https://web.archive.org/web/20260714160647/https://matta.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "headline",
      "label": "Headline",
      "summary": "Changed its homepage headline from “Matta | See your factory in a whole new way” to “Matta | Industrial AI for factory sentience”.",
      "between": {
        "from": "2026-07-14T16:06:47.000Z",
        "to": "2026-11-06T17:40:08.559Z"
      },
      "evidence": "https://matta.ai/",
      "evidence_kind": "live_capture",
      "basis": "page_facts",
      "topic": null
    }
  ],
  "update": {
    "headline": "Matta emphasizes industrial AI and factory sentience",
    "summary": "Matta’s homepage headlines have shifted multiple times, most recently focusing on “industrial AI for factory sentience”. Earlier headlines referenced digital manufacturing and creating industrial AI for factories.",
    "points": [
      {
        "text": "Between June 2023 and September 2023, Matta changed its homepage headline from “The AI Operating System for Digital Manufacturing” to “Manufacturing the Impossible with AI”.",
        "kind": "fact",
        "changes": [
          1
        ]
      },
      {
        "text": "A classifier read the June 2023 to September 2023 homepage change as a repositioning of Matta.",
        "kind": "interpretation",
        "changes": [
          1
        ]
      },
      {
        "text": "Between August 2024 and January 2025, Matta changed its homepage headline from “Manufacturing the impossible with AI” to “Creating industrial AI for factories”.",
        "kind": "fact",
        "changes": [
          2
        ]
      },
      {
        "text": "Between July 2026 and November 2026, Matta changed its homepage headline from “Matta | See your factory in a whole new way” to “Matta | Industrial AI for factory sentience”.",
        "kind": "fact",
        "changes": [
          3
        ]
      }
    ],
    "written_at": "2026-11-07T15:52:49.595Z",
    "basis": "ai_analysis",
    "model": "gpt-5.1-2025-11-13"
  },
  "method": {
    "version": "messaging-v1",
    "description": "https://startuphistory.org/method"
  },
  "license": "CC-BY-4.0",
  "cite": "StartupHistory, “Matta” company record, https://startuphistory.org/c/matta.ai"
}