{
 "name": "Buyers of event logs, workflow traces and operating records for AI",
 "title": "Buyers of event logs, workflow traces and operating records for AI",
 "kind": "terms-board",
 "url": "https://sellprocessdatatoai.com/datasets/process-data-buyers/",
 "csv": "https://sellprocessdatatoai.com/datasets/process-data-buyers.csv",
 "markdown": "https://sellprocessdatatoai.com/datasets/process-data-buyers/index.md",
 "computed_at": "2026-10-28",
 "license": "https://sellprocessdatatoai.com/terms",
 "headline": "7 of the 12 data buyers read 28 October 2026 ask for workflow, process or system records by name.",
 "quotes": [
  "7 of the 12 data buyers read 28 October 2026 ask for workflow, process or system records by name.",
  "Deal shape it offers, by organisation: signs a licence with the firm the records belong to 7 of 12, hosts an exchange where sellers meet buyers 4 of 12, trades a corpus it assembled in house 1 of 12 (12 organisations, read 28 October 2026).",
  "Workflow or system records in its ask, by organisation: asks for workflow, process or system records 7 of 12, asks for other material, never process records 5 of 12 (12 organisations, read 28 October 2026).",
  "Its own words on the data wanted, by organisation: stated 12 of 12 (12 organisations, read 28 October 2026).",
  "First step for a seller, by organisation: stated 11 of 12, not stated 1 of 12 (12 organisations, read 28 October 2026).",
  "Its terms on consent, title and licence, by organisation: stated 11 of 12, not stated 1 of 12 (12 organisations, read 28 October 2026)."
 ],
 "citation": "\"Buyers of event logs, workflow traces and operating records for AI\", updated 2026-10-28, https://sellprocessdatatoai.com/datasets/process-data-buyers/.",
 "national": {
  "n": 12,
  "unit": "organisations",
  "documents": 13,
  "published_sources": 12,
  "named_sources": 18
 },
 "board": {
  "type": "clauses",
  "noun": {
   "one": "organisation",
   "many": "organisations"
  },
  "document": {
   "one": "page",
   "many": "pages"
  },
  "fields": [
   {
    "id": "route",
    "label": "Deal shape it offers",
    "counts": {
     "marketplace": 4,
     "licenses-from-owners": 7,
     "sells-own-collection": 1
    },
    "values": [
     {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to"
     },
     {
      "value": "marketplace",
      "text": "hosts an exchange where sellers meet buyers"
     },
     {
      "value": "sells-own-collection",
      "text": "trades a corpus it assembled in house"
     }
    ]
   },
   {
    "id": "names_workflows",
    "label": "Workflow or system records in its ask",
    "counts": {
     "other-kinds-only": 5,
     "names-workflows": 7
    },
    "values": [
     {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records"
     },
     {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records"
     }
    ]
   },
   {
    "id": "asks_for",
    "label": "Its own words on the data wanted",
    "counts": {
     "stated": 12
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "door",
    "label": "First step for a seller",
    "counts": {
     "stated": 11,
     "not-stated": 1
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "rights",
    "label": "Its terms on consent, title and licence",
    "counts": {
     "not-stated": 1,
     "stated": 11
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   }
  ],
  "lead": {
   "type": "share",
   "field": "names_workflows",
   "value": "names-workflows",
   "n": 7,
   "of": 12,
   "label": "Ask for workflow, process or system records"
  },
  "vendors": [
   {
    "name": "DataVendor",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "hosts an exchange where sellers meet buyers",
      "documents": [
       {
        "document": "Home page",
        "url": "https://datavendor.ai/",
        "value": "marketplace",
        "quote": "List, get matched with buyers, and get paid when they purchase."
       }
      ]
     },
     "names_workflows": {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records",
      "documents": [
       {
        "document": "Home page",
        "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": "Home page",
        "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": "Home page",
        "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": "Home page",
        "url": "https://datavendor.ai/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Defined.ai",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "hosts an exchange where sellers meet buyers",
      "documents": [
       {
        "document": "Partnerships page",
        "url": "https://defined.ai/partnerships",
        "value": "marketplace",
        "quote": "With over a decade running the world’s largest AI data marketplace—supported by strong industry relationships, global ethical certifications and more than 100 partners across every industry—we manage the full monetization process while you stay focused on your core business."
       }
      ]
     },
     "names_workflows": {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records",
      "documents": [
       {
        "document": "Partnerships page",
        "url": "https://defined.ai/partnerships",
        "value": "other-kinds-only",
        "quote": "Scientific and technical content across science, technology, engineering, and mathematics."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Code-focused datasets covering programming languages, software, and technical workflows.",
      "documents": [
       {
        "document": "Partnerships page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "Code-focused datasets covering programming languages, software, and technical workflows."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Apply as an AI Service Supplier",
      "documents": [
       {
        "document": "Partnerships page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "Apply as an AI Service Supplier"
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Assessment of your licensing rights as well as legal, compliance and cybersecurity checks",
      "documents": [
       {
        "document": "Partnerships page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "Assessment of your licensing rights as well as legal, compliance and cybersecurity checks"
       }
      ]
     }
    }
   },
   {
    "name": "Grepped",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Business page",
        "url": "https://grepped.ai/business",
        "value": "licenses-from-owners",
        "quote": "Premium licensing for company data worth millions."
       }
      ]
     },
     "names_workflows": {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records",
      "documents": [
       {
        "document": "Business page",
        "url": "https://grepped.ai/business",
        "value": "names-workflows",
        "quote": "Records, tables, logs, and exports from the systems that run the business: pipelines, invoices, ledgers, and orders."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Tickets and project work captured end to end: the brief, the steps taken, the…",
      "documents": [
       {
        "document": "Business page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "Tickets and project work captured end to end: the brief, the steps taken, the back-and-forth, and the finished result."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Approved listings reach AI labs. When they purchase, the money comes to you.",
      "documents": [
       {
        "document": "Business page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "Approved listings reach AI labs. When they purchase, the money comes to you."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "We strip customer names, contact details, and identifying information before anything…",
      "documents": [
       {
        "document": "Business page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "We strip customer names, contact details, and identifying information before anything leaves processing."
       }
      ]
     }
    }
   },
   {
    "name": "licensemydata.com",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Home page",
        "url": "https://licensemydata.com/",
        "value": "licenses-from-owners",
        "quote": "Licence or buyout is clear before you sign."
       }
      ]
     },
     "names_workflows": {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records",
      "documents": [
       {
        "document": "Home page",
        "url": "https://licensemydata.com/",
        "value": "other-kinds-only",
        "quote": "License your clinical records, film and animation for AI training."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "System names, volumes and years of history. Never messages or files. You get a realistic…",
      "documents": [
       {
        "document": "Home page",
        "url": "https://licensemydata.com/",
        "value": "stated",
        "quote": "System names, volumes and years of history. Never messages or files. You get a realistic range."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "What you hold, roughly how much, and where your rights stand.",
      "documents": [
       {
        "document": "Home page",
        "url": "https://licensemydata.com/",
        "value": "stated",
        "quote": "What you hold, roughly how much, and where your rights stand."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Consent must be documented, not asserted.",
      "documents": [
       {
        "document": "Home page",
        "url": "https://licensemydata.com/",
        "value": "stated",
        "quote": "Consent must be documented, not asserted."
       }
      ]
     }
    }
   },
   {
    "name": "Maryah",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "hosts an exchange where sellers meet buyers",
      "documents": [
       {
        "document": "Business data licensing page",
        "url": "https://maryah.ai/business-data",
        "value": "marketplace",
        "quote": "We help you find buyers and compare offers."
       }
      ]
     },
     "names_workflows": {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records",
      "documents": [
       {
        "document": "Business data licensing page",
        "url": "https://maryah.ai/business-data",
        "value": "names-workflows",
        "quote": "Linked records show how real work gets done, from a customer’s first email to the final outcome."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "The emails, documents and work history in your tools could help train better AI.",
      "documents": [
       {
        "document": "Business data licensing page",
        "url": "https://maryah.ai/business-data",
        "value": "stated",
        "quote": "The emails, documents and work history in your tools could help train better AI."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Your team size, sector, tools and record history. No files or system connections.",
      "documents": [
       {
        "document": "Business data licensing page",
        "url": "https://maryah.ai/business-data",
        "value": "stated",
        "quote": "Your team size, sector, tools and record history. No files or system connections."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "We review the dataset and licensing rights, then approach suitable buyers.",
      "documents": [
       {
        "document": "Business data licensing page",
        "url": "https://maryah.ai/business-data",
        "value": "stated",
        "quote": "We review the dataset and licensing rights, then approach suitable buyers."
       }
      ]
     }
    }
   },
   {
    "name": "Mercor",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Data licensing page",
        "url": "https://mercor.com/data",
        "value": "licenses-from-owners",
        "quote": "We license it, package it, and pay you for it."
       }
      ]
     },
     "names_workflows": {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records",
      "documents": [
       {
        "document": "Data licensing page",
        "url": "https://mercor.com/data",
        "value": "names-workflows",
        "quote": "Frontier AI models are increasingly being trained to work inside companies, navigating real tools, workflows, and decisions."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Our licensing and processing pipeline turns your operational data into highly valuable…",
      "documents": [
       {
        "document": "Data licensing page",
        "url": "https://mercor.com/data",
        "value": "stated",
        "quote": "Our licensing and processing pipeline turns your operational data into highly valuable data assets."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Choose from 100+ supported tools and link your accounts.",
      "documents": [
       {
        "document": "Data licensing page",
        "url": "https://mercor.com/data",
        "value": "stated",
        "quote": "Choose from 100+ supported tools and link your accounts."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "The extraction and anonymization process is fully automated.",
      "documents": [
       {
        "document": "Data licensing page",
        "url": "https://mercor.com/data",
        "value": "stated",
        "quote": "The extraction and anonymization process is fully automated."
       }
      ]
     }
    }
   },
   {
    "name": "micro1",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "licenses-from-owners",
        "quote": "We license data generated through your company’s everyday operations."
       },
       {
        "document": "Company referral page",
        "url": "https://www.micro1.ai/company-referral",
        "value": "licenses-from-owners",
        "quote": "Operational data partnership using existing business documentation and operational datasets."
       }
      ]
     },
     "names_workflows": {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "names-workflows",
        "quote": "Examples of the operational data and workflows that help train and evaluate frontier AI models"
       },
       {
        "document": "Company referral page",
        "url": "https://www.micro1.ai/company-referral",
        "value": "names-workflows",
        "quote": "Operational data partnership using existing business documentation and operational datasets."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Large-scale operational datasets or ongoing participation across multiple teams and…",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "Large-scale operational datasets or ongoing participation across multiple teams and business functions"
       },
       {
        "document": "Company referral page",
        "url": "https://www.micro1.ai/company-referral",
        "value": "stated",
        "quote": "We're looking for established companies with 30+ full-time employees, mature business operations, and substantial historical operational data."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Turn company data into revenue Get in touch",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "Turn company data into revenue Get in touch"
       },
       {
        "document": "Company referral page",
        "url": "https://www.micro1.ai/company-referral",
        "value": "stated",
        "quote": "If both parties agree to proceed, the company moves through contracting, data transfer, and data approval."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Personal and identifying information is removed or transformed before your data is shared…",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "Personal and identifying information is removed or transformed before your data is shared with third parties"
       },
       {
        "document": "Company referral page",
        "url": "https://www.micro1.ai/company-referral",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Nyne",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "licenses-from-owners",
        "quote": "Once your dataset is delivered and accepted, you receive payment as outlined in your partnership agreement."
       }
      ]
     },
     "names_workflows": {
      "value": "names-workflows",
      "text": "asks for workflow, process or system records",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "names-workflows",
        "quote": "CRM, HR, ERP, and support records from the core systems teams operate in every day."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "3+ years of real operational workflows that your teams already run on.",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "3+ years of real operational workflows that your teams already run on."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Build a detailed inventory of your tools, data sizes and history.",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "Build a detailed inventory of your tools, data sizes and history."
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "Nyne turns your de-identified operational workflows into frontier-grade training data…",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "Nyne turns your de-identified operational workflows into frontier-grade training data, under your governance and on your terms."
       }
      ]
     }
    }
   },
   {
    "name": "OpenAI",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "signs a licence with the firm the records belong to",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://openai.com/index/data-partnerships/",
        "value": "licenses-from-owners",
        "quote": "We’re already working with many partners who are eager to represent data from their country or industry."
       }
      ]
     },
     "names_workflows": {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://openai.com/index/data-partnerships/",
        "value": "other-kinds-only",
        "quote": "We’re particularly looking for data that expresses human intention (e.g., long-form writing or conversations rather than disconnected snippets)"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "To ultimately make AGI that is safe and beneficial to all of humanity, we’d like AI…",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://openai.com/index/data-partnerships/",
        "value": "stated",
        "quote": "To ultimately make AGI that is safe and beneficial to all of humanity, we’d like AI models to deeply understand all subject matters, industries, cultures, and languages, which requires as broad a training dataset as possible."
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://openai.com/index/data-partnerships/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "rights": {
      "value": "stated",
      "text": "We are not seeking datasets with sensitive or personal information, or information that…",
      "documents": [
       {
        "document": "Data partnerships page",
        "url": "https://openai.com/index/data-partnerships/",
        "value": "stated",
        "quote": "We are not seeking datasets with sensitive or personal information, or information that belongs to a third party;"
       }
      ]
     }
    }
   },
   {
    "name": "Shutterstock",
    "answers": {
     "route": {
      "value": "sells-own-collection",
      "text": "trades a corpus it assembled in house",
      "documents": [
       {
        "document": "AI data licensing page",
        "url": "https://www.shutterstock.com/data-licensing",
        "value": "sells-own-collection",
        "quote": "Access hundreds of millions of images, videos, audio files, 3D assets, and other content from Shutterstock’s global collection."
       }
      ]
     },
     "names_workflows": {
      "value": "other-kinds-only",
      "text": "asks for other material, never process records",
      "documents": [
       {
        "document": "AI data licensing page",
        "url": "https://www.shutterstock.com/data-licensing",
        "value": "other-kinds-only",
        "quote": "Whether you need millions of multimodal assets or a highly specialized dataset, Shutterstock can help you find, prepare, and license the right data for your AI system."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Some of the most valuable AI datasets aren’t sitting in an existing catalog.",
      "documents": [
       {
        "document": "AI data licensing page",
        "url": "https://www.shutterstock.com/data-licensing",
        "value": "stated",
        "quote": "Some of the most valuable AI datasets aren’t sitting in an existing catalog."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Tell us what you’re building and the data requirements behind it.",
      "documents": [
       {
        "document": "AI data licensing page",
        "url": "https://www.shutterstock.com/data-licensing",
        "value": "stated",
        "quote": "Tell us what you’re building and the data requirements behind it."
       }
      ]
     },
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   "url": "https://www.micro1.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "signs a licence with the firm the records belong to",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "We license data generated through your company’s everyday operations.",
   "text_sha256": "afbbd50f20a73360f92268504d4103cb65d37ec21e0286ab34fd3834a72eb777"
  },
  {
   "subject": "micro1",
   "url": "https://www.micro1.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "names_workflows",
   "answer": "names-workflows",
   "answer_text": "asks for workflow, process or system records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Examples of the operational data and workflows that help train and evaluate frontier AI models",
   "text_sha256": "afbbd50f20a73360f92268504d4103cb65d37ec21e0286ab34fd3834a72eb777"
  },
  {
   "subject": "micro1",
   "url": "https://www.micro1.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Large-scale operational datasets or ongoing participation across multiple teams and…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Large-scale operational datasets or ongoing participation across multiple teams and business functions",
   "text_sha256": "afbbd50f20a73360f92268504d4103cb65d37ec21e0286ab34fd3834a72eb777"
  },
  {
   "subject": "micro1",
   "url": "https://www.micro1.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Turn company data into revenue Get in touch",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Turn company data into revenue Get in touch",
   "text_sha256": "afbbd50f20a73360f92268504d4103cb65d37ec21e0286ab34fd3834a72eb777"
  },
  {
   "subject": "micro1",
   "url": "https://www.micro1.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "Personal and identifying information is removed or transformed before your data is shared…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Personal and identifying information is removed or transformed before your data is shared with third parties",
   "text_sha256": "afbbd50f20a73360f92268504d4103cb65d37ec21e0286ab34fd3834a72eb777"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "signs a licence with the firm the records belong to",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Once your dataset is delivered and accepted, you receive payment as outlined in your partnership agreement.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "names_workflows",
   "answer": "names-workflows",
   "answer_text": "asks for workflow, process or system records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "CRM, HR, ERP, and support records from the core systems teams operate in every day.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "3+ years of real operational workflows that your teams already run on.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "3+ years of real operational workflows that your teams already run on.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Build a detailed inventory of your tools, data sizes and history.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Build a detailed inventory of your tools, data sizes and history.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "Data partnerships page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "Nyne turns your de-identified operational workflows into frontier-grade training data…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Nyne turns your de-identified operational workflows into frontier-grade training data, under your governance and on your terms.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "OpenAI",
   "url": "https://openai.com/index/data-partnerships/",
   "document": "Data partnerships page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "signs a licence with the firm the records belong to",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "We’re already working with many partners who are eager to represent data from their country or industry.",
   "text_sha256": "507bc29330f2248962ce51ade125e61d69787f6eba9bb02bf5ac57ff015aa22a"
  },
  {
   "subject": "OpenAI",
   "url": "https://openai.com/index/data-partnerships/",
   "document": "Data partnerships page",
   "question": "names_workflows",
   "answer": "other-kinds-only",
   "answer_text": "asks for other material, never process records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "We’re particularly looking for data that expresses human intention (e.g., long-form writing or conversations rather than disconnected snippets)",
   "text_sha256": "507bc29330f2248962ce51ade125e61d69787f6eba9bb02bf5ac57ff015aa22a"
  },
  {
   "subject": "OpenAI",
   "url": "https://openai.com/index/data-partnerships/",
   "document": "Data partnerships page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "To ultimately make AGI that is safe and beneficial to all of humanity, we’d like AI…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "To ultimately make AGI that is safe and beneficial to all of humanity, we’d like AI models to deeply understand all subject matters, industries, cultures, and languages, which requires as broad a training dataset as possible.",
   "text_sha256": "507bc29330f2248962ce51ade125e61d69787f6eba9bb02bf5ac57ff015aa22a"
  },
  {
   "subject": "OpenAI",
   "url": "https://openai.com/index/data-partnerships/",
   "document": "Data partnerships page",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-27",
   "quote": "Nothing on this page answers it (6,059 characters of page text, read 2026-10-27).",
   "text_sha256": "507bc29330f2248962ce51ade125e61d69787f6eba9bb02bf5ac57ff015aa22a"
  },
  {
   "subject": "OpenAI",
   "url": "https://openai.com/index/data-partnerships/",
   "document": "Data partnerships page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "We are not seeking datasets with sensitive or personal information, or information that…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "We are not seeking datasets with sensitive or personal information, or information that belongs to a third party;",
   "text_sha256": "507bc29330f2248962ce51ade125e61d69787f6eba9bb02bf5ac57ff015aa22a"
  },
  {
   "subject": "Shutterstock",
   "url": "https://www.shutterstock.com/data-licensing",
   "document": "AI data licensing page",
   "question": "route",
   "answer": "sells-own-collection",
   "answer_text": "trades a corpus it assembled in house",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Access hundreds of millions of images, videos, audio files, 3D assets, and other content from Shutterstock’s global collection.",
   "text_sha256": "8fb3e6e4d233ef7b3e356a23be19388ad4e406b18d0a3927b4d2f9e6e7a175e0"
  },
  {
   "subject": "Shutterstock",
   "url": "https://www.shutterstock.com/data-licensing",
   "document": "AI data licensing page",
   "question": "names_workflows",
   "answer": "other-kinds-only",
   "answer_text": "asks for other material, never process records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Whether you need millions of multimodal assets or a highly specialized dataset, Shutterstock can help you find, prepare, and license the right data for your AI system.",
   "text_sha256": "8fb3e6e4d233ef7b3e356a23be19388ad4e406b18d0a3927b4d2f9e6e7a175e0"
  },
  {
   "subject": "Shutterstock",
   "url": "https://www.shutterstock.com/data-licensing",
   "document": "AI data licensing page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Some of the most valuable AI datasets aren’t sitting in an existing catalog.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Some of the most valuable AI datasets aren’t sitting in an existing catalog.",
   "text_sha256": "8fb3e6e4d233ef7b3e356a23be19388ad4e406b18d0a3927b4d2f9e6e7a175e0"
  },
  {
   "subject": "Shutterstock",
   "url": "https://www.shutterstock.com/data-licensing",
   "document": "AI data licensing page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Tell us what you’re building and the data requirements behind it.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Tell us what you’re building and the data requirements behind it.",
   "text_sha256": "8fb3e6e4d233ef7b3e356a23be19388ad4e406b18d0a3927b4d2f9e6e7a175e0"
  },
  {
   "subject": "Shutterstock",
   "url": "https://www.shutterstock.com/data-licensing",
   "document": "AI data licensing page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "We can identify, source, curate, and license datasets across Shutterstock’s content and…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "We can identify, source, curate, and license datasets across Shutterstock’s content and broader data ecosystem to align to your exact use case.",
   "text_sha256": "8fb3e6e4d233ef7b3e356a23be19388ad4e406b18d0a3927b4d2f9e6e7a175e0"
  },
  {
   "subject": "SimpleClosure",
   "url": "https://simpleclosure.com/product/asset-hub/",
   "document": "AssetHub page",
   "question": "route",
   "answer": "marketplace",
   "answer_text": "hosts an exchange where sellers meet buyers",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Monetize your assets to recover value during shutdown.",
   "text_sha256": "59168d3509aacbdafcab238235de21bc3dad73bd91c8e5461391e7e26c5d3c4b"
  },
  {
   "subject": "SimpleClosure",
   "url": "https://simpleclosure.com/product/asset-hub/",
   "document": "AssetHub page",
   "question": "names_workflows",
   "answer": "names-workflows",
   "answer_text": "asks for workflow, process or system records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Code and operational data that reflects how a particular problem actually works by teams",
   "text_sha256": "59168d3509aacbdafcab238235de21bc3dad73bd91c8e5461391e7e26c5d3c4b"
  },
  {
   "subject": "SimpleClosure",
   "url": "https://simpleclosure.com/product/asset-hub/",
   "document": "AssetHub page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "The operational data from how your team actually worked, including: communications…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "The operational data from how your team actually worked, including: communications, documents, designs, tickets, workflows, and other company systems.",
   "text_sha256": "59168d3509aacbdafcab238235de21bc3dad73bd91c8e5461391e7e26c5d3c4b"
  },
  {
   "subject": "SimpleClosure",
   "url": "https://simpleclosure.com/product/asset-hub/",
   "document": "AssetHub page",
   "question": "door",
   "answer": "stated",
   "answer_text": "If there’s buyer interest, we help move the process from offer through the final sale or…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "If there’s buyer interest, we help move the process from offer through the final sale or licensing transaction.",
   "text_sha256": "59168d3509aacbdafcab238235de21bc3dad73bd91c8e5461391e7e26c5d3c4b"
  },
  {
   "subject": "SimpleClosure",
   "url": "https://simpleclosure.com/product/asset-hub/",
   "document": "AssetHub page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "Every dataset is processed for PII before it is licensed to a buyer.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Every dataset is processed for PII before it is licensed to a buyer.",
   "text_sha256": "59168d3509aacbdafcab238235de21bc3dad73bd91c8e5461391e7e26c5d3c4b"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "Business data page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "signs a licence with the firm the records belong to",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "The more systems you license — and the more users and years of history behind them — the more valuable your data becomes.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "Business data page",
   "question": "names_workflows",
   "answer": "names-workflows",
   "answer_text": "asks for workflow, process or system records",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Buyers pay a premium for work they can follow across communication channels, knowledge and code repositories, and operational tools.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "Business data page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "The more systems you license…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "The more systems you license — and the more users and years of history behind them — the more valuable your data becomes.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "Business data page",
   "question": "door",
   "answer": "stated",
   "answer_text": "No OAuth into your systems. No platform to install. We guide you through the export and…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "No OAuth into your systems. No platform to install. We guide you through the export and handle the anonymization, packaging, and every buyer conversation.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "Business data page",
   "question": "rights",
   "answer": "stated",
   "answer_text": "Anonymized to our standard, documented in a manifest, and made market-ready.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Anonymized to our standard, documented in a manifest, and made market-ready.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  }
 ],
 "sources": [
  {
   "url": "https://mercor.com/data",
   "label": "Mercor",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.micro1.ai/data-partnerships",
   "label": "micro1",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.micro1.ai/company-referral",
   "label": "micro1",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://nyne.ai/data-partnerships",
   "label": "Nyne",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.troveo.ai/business-data",
   "label": "Troveo",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://simpleclosure.com/product/asset-hub/",
   "label": "SimpleClosure",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://grepped.ai/business",
   "label": "Grepped",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://maryah.ai/business-data",
   "label": "Maryah",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://aitrainer.work/enterprise/",
   "label": "aitrainer.work",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "a router by its own words: it sends owners to other organisations' pages to apply (micro1, Troveo), so it is not itself a buyer"
  },
  {
   "url": "https://datavendor.ai/",
   "label": "DataVendor",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://licensemydata.com/",
   "label": "licensemydata.com",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://licensemycompanydata.com/",
   "label": "licensemycompanydata.com",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "a router by its own words: owners go to each buyer's own application, so it is not itself a buyer"
  },
  {
   "url": "https://www.turing.com/rl-environments",
   "label": "Turing",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "unread"
  },
  {
   "url": "https://www.turing.com/",
   "label": "Turing",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "unread"
  },
  {
   "url": "https://openai.com/index/data-partnerships/",
   "label": "OpenAI",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.shutterstock.com/data-licensing",
   "label": "Shutterstock",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://defined.ai/partnerships",
   "label": "Defined.ai",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.hud.ai/",
   "label": "HUD",
   "license": "from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment",
   "class": "primary-provider-own-site",
   "status": "unread"
  }
 ],
 "methodology": "Each organisation's own data partner, data licensing and data marketplace pages were read through estate-fetch and stored whole (sha256 on every row). For every page, five questions were answered from its own words: deal shape it offers, workflow or system records in its ask, its own words on the data wanted, first step for a seller, its terms on consent, title and licence. 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. 12 organisations, 13 pages.",
 "embed": "<figure style=\"margin:0;padding:16px;border:1px solid #d0d0d0;background:#ffffff\"><blockquote style=\"margin:0 0 8px;background:#ffffff\">7 of the 12 data buyers read 28 October 2026 ask for workflow, process or system records by name.</blockquote><figcaption style=\"background:#ffffff\"><a href=\"https://sellprocessdatatoai.com/datasets/process-data-buyers/\" style=\"background:#ffffff\">Buyers of event logs, workflow traces and operating records for AI, sellprocessdatatoai.com</a></figcaption></figure>"
}