{
 "name": "Who takes sensor readings and machine data for AI training",
 "title": "Who takes sensor readings and machine data for AI training",
 "kind": "terms-board",
 "url": "https://sellsensordatatoai.com/datasets/sensor-data-buyers/",
 "csv": "https://sellsensordatatoai.com/datasets/sensor-data-buyers.csv",
 "markdown": "https://sellsensordatatoai.com/datasets/sensor-data-buyers/index.md",
 "computed_at": "2026-10-28",
 "license": "https://sellsensordatatoai.com/terms",
 "headline": "Sensor, IoT, telemetry or machine data is named by 8 of 16 organisations on this board, read 28 October 2026.",
 "quotes": [
  "Sensor, IoT, telemetry or machine data is named by 8 of 16 organisations on this board, read 28 October 2026.",
  "How the readings reach it, by organisation: runs an exchange where device owners publish and sell readings 11 of 16, not stated 3 of 16, takes device data under licence from whoever runs the devices 2 of 16 (16 organisations, read 28 October 2026).",
  "Whether sensor, IoT or machine data is named, by organisation: names sensor, IoT, telemetry or machine data 8 of 16, names other kinds of data, not machine data 6 of 16, not stated 2 of 16 (16 organisations, read 28 October 2026).",
  "Machine data it mentions, verbatim, by organisation: stated 16 of 16 (16 organisations, read 28 October 2026).",
  "How a device owner gets started, by organisation: not stated 9 of 16, stated 7 of 16 (16 organisations, read 28 October 2026).",
  "Its words on consent, privacy and who owns the data, by organisation: stated 9 of 16, not stated 7 of 16 (16 organisations, read 28 October 2026)."
 ],
 "citation": "\"Who takes sensor readings and machine data for AI training\", updated 2026-10-28, https://sellsensordatatoai.com/datasets/sensor-data-buyers/.",
 "national": {
  "n": 16,
  "unit": "organisations",
  "documents": 16,
  "published_sources": 16,
  "named_sources": 29
 },
 "board": {
  "type": "clauses",
  "noun": {
   "one": "organisation",
   "many": "organisations"
  },
  "document": {
   "one": "page",
   "many": "pages"
  },
  "fields": [
   {
    "id": "route",
    "label": "How the readings reach it",
    "counts": {
     "marketplace": 11,
     "not-stated": 3,
     "licenses-from-owners": 2
    },
    "values": [
     {
      "value": "licenses-from-owners",
      "text": "takes device data under licence from whoever runs the devices"
     },
     {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings"
     },
     {
      "value": "brokers-a-sale",
      "text": "handles a sale of an operator's machine data for it"
     }
    ]
   },
   {
    "id": "names_kind",
    "label": "Whether sensor, IoT or machine data is named",
    "counts": {
     "not-stated": 2,
     "names-machine-data": 8,
     "other-kinds-only": 6
    },
    "values": [
     {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data"
     },
     {
      "value": "other-kinds-only",
      "text": "names other kinds of data, not machine data"
     }
    ]
   },
   {
    "id": "asks_for",
    "label": "Machine data it mentions, verbatim",
    "counts": {
     "stated": 16
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "door",
    "label": "How a device owner gets started",
    "counts": {
     "stated": 7,
     "not-stated": 9
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "rights",
    "label": "Its words on consent, privacy and who owns the data",
    "counts": {
     "stated": 9,
     "not-stated": 7
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   }
  ],
  "lead": {
   "type": "share",
   "field": "names_kind",
   "value": "names-machine-data",
   "n": 8,
   "of": 16,
   "label": "Organisations naming machine data"
  },
  "vendors": [
   {
    "name": "AWS Data Exchange",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "provider user guide",
        "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
        "value": "marketplace",
        "quote": "At a high level, this is how to list AWS Data Exchange data products on AWS Marketplace:"
       }
      ]
     },
     "names_kind": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "provider user guide",
        "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "The data is eligible to be published on AWS Data Exchange",
      "documents": [
       {
        "document": "provider user guide",
        "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
        "value": "stated",
        "quote": "The data is eligible to be published on AWS Data Exchange"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Before you become a data product provider on AWS Data Exchange, review the following…",
      "documents": [
       {
        "document": "provider user guide",
        "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
        "value": "stated",
        "quote": "Before you become a data product provider on AWS Data Exchange, review the following topic:"
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "You're limited to distributing data sets that meet the legal eligibility",
      "documents": [
       {
        "document": "provider user guide",
        "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
        "value": "stated",
        "quote": "You're limited to distributing data sets that meet the legal eligibility"
       }
      ]
     }
    }
   },
   {
    "name": "Caruso",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.caruso-dataplace.com/",
        "value": "marketplace",
        "quote": "Sign up for our Marketplace"
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.caruso-dataplace.com/",
        "value": "names-machine-data",
        "quote": "We simplify connected car data by partnering with major vehicle manufacturers. Through one API you will get harmonized data items, all latest updates and access to consent management."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "We simplify connected car data by partnering with major vehicle manufacturers.",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.caruso-dataplace.com/",
        "value": "stated",
        "quote": "We simplify connected car data by partnering with major vehicle manufacturers."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Sign up for our Marketplace",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.caruso-dataplace.com/",
        "value": "stated",
        "quote": "Sign up for our Marketplace"
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Through one API you will get harmonized data items, all latest updates and access to…",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.caruso-dataplace.com/",
        "value": "stated",
        "quote": "Through one API you will get harmonized data items, all latest updates and access to consent management."
       }
      ]
     }
    }
   },
   {
    "name": "Databricks",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "Databricks Marketplace",
        "url": "https://www.databricks.com/product/marketplace",
        "value": "marketplace",
        "quote": "Databricks Marketplace is an open marketplace for all your data, analytics and AI"
       }
      ]
     },
     "names_kind": {
      "value": "other-kinds-only",
      "text": "names other kinds of data, not machine data",
      "documents": [
       {
        "document": "Databricks Marketplace",
        "url": "https://www.databricks.com/product/marketplace",
        "value": "other-kinds-only",
        "quote": "Obtain data sets as well as AI and analytics assets — such as ML models, notebooks, applications and dashboards"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Obtain data sets as well as AI and analytics assets…",
      "documents": [
       {
        "document": "Databricks Marketplace",
        "url": "https://www.databricks.com/product/marketplace",
        "value": "stated",
        "quote": "Obtain data sets as well as AI and analytics assets — such as ML models, notebooks, applications and dashboards"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Become a data provider on the marketplace",
      "documents": [
       {
        "document": "Databricks Marketplace",
        "url": "https://www.databricks.com/product/marketplace",
        "value": "stated",
        "quote": "Become a data provider on the marketplace"
       }
      ]
     },
     "rights": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Databricks Marketplace",
        "url": "https://www.databricks.com/product/marketplace",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Datarade",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "IoT data category page",
        "url": "https://datarade.ai/data-categories/iot-data",
        "value": "marketplace",
        "quote": "Are you a IoT Data provider? Sign up as a data provider"
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "IoT data category page",
        "url": "https://datarade.ai/data-categories/iot-data",
        "value": "names-machine-data",
        "quote": "IoT data is vast amount of information generated by interconnected devices and sensors in the Internet of Things (IoT) ecosystem."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Examples of IoT data include temperature readings from smart thermostats, location data…",
      "documents": [
       {
        "document": "IoT data category page",
        "url": "https://datarade.ai/data-categories/iot-data",
        "value": "stated",
        "quote": "Examples of IoT data include temperature readings from smart thermostats, location data from GPS trackers, and health data from wearable devices."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Are you a IoT Data provider? Sign up as a data provider",
      "documents": [
       {
        "document": "IoT data category page",
        "url": "https://datarade.ai/data-categories/iot-data",
        "value": "stated",
        "quote": "Are you a IoT Data provider? Sign up as a data provider"
       }
      ]
     },
     "rights": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "IoT data category page",
        "url": "https://datarade.ai/data-categories/iot-data",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "DataVendor",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "DataVendor, home",
        "url": "https://datavendor.ai/",
        "value": "marketplace",
        "quote": "DataVendor™ matches valuable data, code, and technical expertise with AI companies that need high-quality training and evaluation supply"
       }
      ]
     },
     "names_kind": {
      "value": "other-kinds-only",
      "text": "names other kinds of data, not machine data",
      "documents": [
       {
        "document": "DataVendor, home",
        "url": "https://datavendor.ai/",
        "value": "other-kinds-only",
        "quote": "Private repositories and software projects: source, history, and context that models can learn from"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "From tasksets and RL environments to the private data already inside your company",
      "documents": [
       {
        "document": "DataVendor, home",
        "url": "https://datavendor.ai/",
        "value": "stated",
        "quote": "From tasksets and RL environments to the private data already inside your company"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Connect sources and bring your private supply onto the platform",
      "documents": [
       {
        "document": "DataVendor, home",
        "url": "https://datavendor.ai/",
        "value": "stated",
        "quote": "Connect sources and bring your private supply onto the platform"
       }
      ]
     },
     "rights": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "DataVendor, home",
        "url": "https://datavendor.ai/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Dawex",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "Dawex, data exchange",
        "url": "https://www.dawex.com/en/",
        "value": "marketplace",
        "quote": "Dawex foundational infrastructure empowers organizations to build, operate and scale their data ecosystems, enabling secure data product access & distribution"
       }
      ]
     },
     "names_kind": {
      "value": "other-kinds-only",
      "text": "names other kinds of data, not machine data",
      "documents": [
       {
        "document": "Dawex, data exchange",
        "url": "https://www.dawex.com/en/",
        "value": "other-kinds-only",
        "quote": "Organizations harnessing AI require more than data, they need a trusted, governed and interoperable foundation to exchange data."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Data product publication Data product discovery Data product pricing & licensing",
      "documents": [
       {
        "document": "Dawex, data exchange",
        "url": "https://www.dawex.com/en/",
        "value": "stated",
        "quote": "Data product publication Data product discovery Data product pricing & licensing"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Build your AI-Ready ecosystem",
      "documents": [
       {
        "document": "Dawex, data exchange",
        "url": "https://www.dawex.com/en/",
        "value": "stated",
        "quote": "Build your AI-Ready ecosystem"
       }
      ]
     },
     "rights": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Dawex, data exchange",
        "url": "https://www.dawex.com/en/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Deepen Refinery",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "Refinery marketplace page",
        "url": "https://deepen.ai/refinery",
        "value": "marketplace",
        "quote": "A neutral marketplace built around the needs of data owners and the teams building Physical AI."
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "Refinery marketplace page",
        "url": "https://deepen.ai/refinery",
        "value": "names-machine-data",
        "quote": "License datasets for autonomous vehicles, robotics, and Physical AI, or commercialize your own sensor data while retaining control over access and use."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Real-world driving and sensor data for automotive and autonomy development.",
      "documents": [
       {
        "document": "Refinery marketplace page",
        "url": "https://deepen.ai/refinery",
        "value": "stated",
        "quote": "Real-world driving and sensor data for automotive and autonomy development."
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Refinery marketplace page",
        "url": "https://deepen.ai/refinery",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Bring selected datasets to market while retaining ownership. Get paid on every sale.",
      "documents": [
       {
        "document": "Refinery marketplace page",
        "url": "https://deepen.ai/refinery",
        "value": "stated",
        "quote": "Bring selected datasets to market while retaining ownership. Get paid on every sale."
       }
      ]
     }
    }
   },
   {
    "name": "DIMO",
    "answers": {
     "route": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "home page",
        "url": "https://dimo.org/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "home page",
        "url": "https://dimo.org/",
        "value": "names-machine-data",
        "quote": "Real-time telemetry from ignition to park"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "DIMO works with vehicles across 50+ brands already on the network",
      "documents": [
       {
        "document": "home page",
        "url": "https://dimo.org/",
        "value": "stated",
        "quote": "DIMO works with vehicles across 50+ brands already on the network"
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "home page",
        "url": "https://dimo.org/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Granular consent that activates and expires with each session",
      "documents": [
       {
        "document": "home page",
        "url": "https://dimo.org/",
        "value": "stated",
        "quote": "Granular consent that activates and expires with each session"
       }
      ]
     }
    }
   },
   {
    "name": "High Mobility",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "takes device data under licence from whoever runs the devices",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.high-mobility.com",
        "value": "licenses-from-owners",
        "quote": "High Mobility’s unique partnership with major brands allows a much wider scope of vehicle data collection."
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.high-mobility.com",
        "value": "names-machine-data",
        "quote": "Connected vehicles have a plethora of sensors, GPS trackers and module connections."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Connected vehicles have a plethora of sensors, GPS trackers and module connections.…",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.high-mobility.com",
        "value": "stated",
        "quote": "Connected vehicles have a plethora of sensors, GPS trackers and module connections. Meaning vehicles can generate 30 terabytes of data per day when operating."
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.high-mobility.com",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "With our adherence to ISO 27001, GDPR and TISAX standards, our security measures allow…",
      "documents": [
       {
        "document": "home page",
        "url": "https://www.high-mobility.com",
        "value": "stated",
        "quote": "With our adherence to ISO 27001, GDPR and TISAX standards, our security measures allow greater experiences for our clients as vehicle data is safe."
       }
      ]
     }
    }
   },
   {
    "name": "Innodata",
    "answers": {
     "route": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "physical AI data collection page",
        "url": "https://innodata.com/physical-ai-data-collection/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "names_kind": {
      "value": "names-machine-data",
      "text": "names sensor, IoT, telemetry or machine data",
      "documents": [
       {
        "document": "physical AI data collection page",
        "url": "https://innodata.com/physical-ai-data-collection/",
        "value": "names-machine-data",
        "quote": "Collect real-world training data for robotics, VLA models, world models, wearables, and embodied AI."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Collect real-world training data for robotics, VLA models, world models, wearables, and…",
      "documents": [
       {
        "document": "physical AI data collection page",
        "url": "https://innodata.com/physical-ai-data-collection/",
        "value": "stated",
        "quote": "Collect real-world training data for robotics, VLA models, world models, wearables, and embodied AI."
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "physical AI data collection page",
        "url": "https://innodata.com/physical-ai-data-collection/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "All sensitive data types…",
      "documents": [
       {
        "document": "physical AI data collection page",
        "url": "https://innodata.com/physical-ai-data-collection/",
        "value": "stated",
        "quote": "All sensitive data types — including biometric, facial, and healthcare-adjacent data — are collected through consent-managed, privacy-compliant workflows with GDPR, HIPAA, and client-specific data governance requirements."
       }
      ]
     }
    }
   },
   {
    "name": "Monda",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "runs an exchange where device owners publish and sell readings",
      "documents": [
       {
        "document": "Monda, commerce platform for data providers",
        "url": "https://www.monda.ai/",
        "value": "marketplace",
        "quote": "Launch your own data marketplace with self-serve data discovery, checkout, and delivery"
       }
      ]
     },
     "names_kind": {
      "value": "other-kinds-only",
      "text": "names other kinds of data, not machine data",
      "documents": [
       {
        "document": "Monda, commerce platform for data providers",
        "url": "https://www.monda.ai/",
        "value": "other-kinds-only",
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  {
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  {
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   "quote": "High Mobility’s unique partnership with major brands allows a much wider scope of vehicle data collection.",
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   "quote": "With our adherence to ISO 27001, GDPR and TISAX standards, our security measures allow greater experiences for our clients as vehicle data is safe.",
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  {
   "subject": "Innodata",
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   "quote": "Collect real-world training data for robotics, VLA models, world models, wearables, and embodied AI.",
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  {
   "subject": "Monda",
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   "quote": "Instead of manually building and maintaining data pipelines for customers, Monda enables you to package data assets into data products",
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  {
   "subject": "Monda",
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   "quote": "Quickly find what already exists in your organization, then discover new third-party data sources",
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   "document": "home page",
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   "quote": "Monetize AI models & data while preserving privacy",
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  {
   "subject": "Scale AI",
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   "quote": "Real-world high-quality data from a global network of robotics data factories, distributed data collectors, and operating businesses",
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   "question": "names_kind",
   "answer": "names-machine-data",
   "answer_text": "names sensor, IoT, telemetry or machine data",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Tele-operated demonstrations from industry-leading robots",
   "text_sha256": "91053e83478d3843d805d4b2cd9b88ab100307545f34260d998d5114b337351b"
  },
  {
   "subject": "Scale AI",
   "url": "https://scale.com/physical-ai",
   "document": "physical AI page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Real-world high-quality data from a global network of robotics data factories…",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Real-world high-quality data from a global network of robotics data factories, distributed data collectors, and operating businesses",
   "text_sha256": "91053e83478d3843d805d4b2cd9b88ab100307545f34260d998d5114b337351b"
  },
  {
   "subject": "Scale AI",
   "url": "https://scale.com/physical-ai",
   "document": "physical AI page",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Left open by the page (4,633 characters, read in full 2026-10-28).",
   "text_sha256": "91053e83478d3843d805d4b2cd9b88ab100307545f34260d998d5114b337351b"
  },
  {
   "subject": "Scale AI",
   "url": "https://scale.com/physical-ai",
   "document": "physical AI page",
   "question": "rights",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Left open by the page (4,633 characters, read in full 2026-10-28).",
   "text_sha256": "91053e83478d3843d805d4b2cd9b88ab100307545f34260d998d5114b337351b"
  },
  {
   "subject": "Snowflake",
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "document": "Snowflake Marketplace",
   "question": "route",
   "answer": "marketplace",
   "answer_text": "runs an exchange where device owners publish and sell readings",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Distribute and commercialize your products on Snowflake Marketplace",
   "text_sha256": "578ed16f74e67f1ebab2b8e3faeb27a6b4dbc5ae199484c4e8bf24f745e8722b"
  },
  {
   "subject": "Snowflake",
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "document": "Snowflake Marketplace",
   "question": "names_kind",
   "answer": "other-kinds-only",
   "answer_text": "names other kinds of data, not machine data",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Be it financial market data or the latest news, Snowflake Marketplace gives enterprise agents live access",
   "text_sha256": "578ed16f74e67f1ebab2b8e3faeb27a6b4dbc5ae199484c4e8bf24f745e8722b"
  },
  {
   "subject": "Snowflake",
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "document": "Snowflake Marketplace",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Grow your revenue, increase margins and deliver an amazing customer experience by…",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Grow your revenue, increase margins and deliver an amazing customer experience by delivering data, apps and AI products on Snowflake Marketplace.",
   "text_sha256": "578ed16f74e67f1ebab2b8e3faeb27a6b4dbc5ae199484c4e8bf24f745e8722b"
  },
  {
   "subject": "Snowflake",
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "document": "Snowflake Marketplace",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-08",
   "quote": "Left open by the page (15,338 characters, read in full 2026-10-08).",
   "text_sha256": "578ed16f74e67f1ebab2b8e3faeb27a6b4dbc5ae199484c4e8bf24f745e8722b"
  },
  {
   "subject": "Snowflake",
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "document": "Snowflake Marketplace",
   "question": "rights",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-08",
   "quote": "Left open by the page (15,338 characters, read in full 2026-10-08).",
   "text_sha256": "578ed16f74e67f1ebab2b8e3faeb27a6b4dbc5ae199484c4e8bf24f745e8722b"
  },
  {
   "subject": "WeatherXM",
   "url": "https://www.weatherxm.com/",
   "document": "home page",
   "question": "route",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Left open by the page (9,006 characters, read in full 2026-10-28).",
   "text_sha256": "4b63461a7a253076f47e827f78434b293ba1492e324ee59eee9c209cb756faac"
  },
  {
   "subject": "WeatherXM",
   "url": "https://www.weatherxm.com/",
   "document": "home page",
   "question": "names_kind",
   "answer": "names-machine-data",
   "answer_text": "names sensor, IoT, telemetry or machine data",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "An observation exists only because someone installed a sensor in the right place and kept it working.",
   "text_sha256": "4b63461a7a253076f47e827f78434b293ba1492e324ee59eee9c209cb756faac"
  },
  {
   "subject": "WeatherXM",
   "url": "https://www.weatherxm.com/",
   "document": "home page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Distributes WeatherXM observations through enterprise weather-data APIs and marketplaces.",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Distributes WeatherXM observations through enterprise weather-data APIs and marketplaces.",
   "text_sha256": "4b63461a7a253076f47e827f78434b293ba1492e324ee59eee9c209cb756faac"
  },
  {
   "subject": "WeatherXM",
   "url": "https://www.weatherxm.com/",
   "document": "home page",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Left open by the page (9,006 characters, read in full 2026-10-28).",
   "text_sha256": "4b63461a7a253076f47e827f78434b293ba1492e324ee59eee9c209cb756faac"
  },
  {
   "subject": "WeatherXM",
   "url": "https://www.weatherxm.com/",
   "document": "home page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "Participation, rewards, governance, and Network Dataset licensing are managed by the…",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Participation, rewards, governance, and Network Dataset licensing are managed by the independent WeatherXM Network Association.",
   "text_sha256": "4b63461a7a253076f47e827f78434b293ba1492e324ee59eee9c209cb756faac"
  }
 ],
 "sources": [
  {
   "url": "https://deepen.ai/refinery",
   "label": "Deepen Refinery: physical AI data marketplace",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.caruso-dataplace.com/",
   "label": "Caruso: vehicle data marketplace",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.high-mobility.com",
   "label": "High Mobility: connected car data platform",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://dimo.org/",
   "label": "DIMO: vehicle data network",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.terbine.com/",
   "label": "Terbine: IoT data exchange",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "the page read describes STRATA, a supervisory platform for charging networks and machines; it names no way an owner offers or sells data"
  },
  {
   "url": "https://www.weatherxm.com/",
   "label": "WeatherXM: weather station network",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://innodata.com/physical-ai-data-collection/",
   "label": "Innodata: physical AI data collection",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://scale.com/physical-ai",
   "label": "Scale AI: physical AI data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://datarade.ai/data-categories/iot-data",
   "label": "Datarade: IoT data category",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://docs.aws.amazon.com/data-exchange/latest/userguide/providing-data-sets.html",
   "label": "AWS Data Exchange: providing data products",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://oceanprotocol.com/",
   "label": "Ocean Protocol",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.dawex.com/en/",
   "label": "Dawex data exchange",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.monda.ai/",
   "label": "Monda: commerce platform for data providers",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "label": "Snowflake Marketplace",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.databricks.com/product/marketplace",
   "label": "Databricks Marketplace",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.nomad-data.com/",
   "label": "Nomad Data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://withprotege.ai/data-provider",
   "label": "Protege: for data providers",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://licensemydata.com/",
   "label": "License My Data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://www.troveo.ai/business-data",
   "label": "Troveo: business data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://nyne.ai/sell-company-data/",
   "label": "Nyne: sell your company data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://nyne.ai/data-partnerships",
   "label": "Nyne: data partnerships",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://www.micro1.ai/data-partnerships",
   "label": "micro1: data partnerships",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://mercor.com/data",
   "label": "Mercor Data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://polyshares.com/data-licensing",
   "label": "Polyshares: data licensing",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://www.opendatabay.com",
   "label": "Opendatabay",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://datadeals.ai/sell-your-data",
   "label": "DataDeals: sell your company data",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://maryah.ai/business-data",
   "label": "Maryah: business data licensing",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://grepped.ai/business",
   "label": "Grepped for Business",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "set aside so each buyer sits on one board across this batch (difference M1, 2026-10-28): this organisation names no sensor, IoT or machine data, or it is read on selljobrecordstoai.com's or sellmapdatatoai.com's board instead"
  },
  {
   "url": "https://datavendor.ai/",
   "label": "DataVendor",
   "license": "quoted for reporting from the publisher's physical AI, IoT data exchange and machine data partner pages",
   "class": "primary-provider-own-site",
   "status": "read"
  }
 ],
 "methodology": "Each organisation's own physical AI, IoT data exchange and machine data partner pages were read through estate-fetch and stored whole (sha256 on every row). For every page, five questions were answered from its own words: how the readings reach it, whether sensor, IoT or machine data is named, machine data it mentions, verbatim, how a device owner gets started, its words on consent, privacy and who owns the data. Every stated answer carries the sentence it rests on, checked against the stored text; 'not stated' means the page read does not address the question. A organisation with several pages reads 'varies' where they disagree. 16 organisations, 16 pages.",
 "embed": "<figure style=\"margin:0;padding:16px;border:1px solid #d0d0d0;background:#ffffff\"><blockquote style=\"margin:0 0 8px;background:#ffffff\">Sensor, IoT, telemetry or machine data is named by 8 of 16 organisations on this board, read 28 October 2026.</blockquote><figcaption style=\"background:#ffffff\"><a href=\"https://sellsensordatatoai.com/datasets/sensor-data-buyers/\" style=\"background:#ffffff\">Who takes sensor readings and machine data for AI training, sellsensordatatoai.com</a></figcaption></figure>"
}