Who takes a large company's operating data
5 of 10 organisations read on their own pages say a company keeps ownership of the operating data it licenses, newest read 28 October 2026.
Does the company keep ownership of its data
The kind of operating record the page names
The door a company uses
Does the page say the data is anonymised before use
What it says it takes from companies
Deal size or company size, as it publishes them
All the answers, organisation by organisation
Every row is a single organisation, and every answer expands to the wording it was taken from, the page it came from and when it was read. "Not stated" is used when the page says nothing on the point.
| Organisation | The kind of operating record the page names | The door a company uses | Does the company keep ownership of its data | Does the page say the data is anonymised before use | What it says it takes from companies | Deal size or company size, as it publishes them |
|---|---|---|---|---|---|---|
| aitrainer.work | company data of any kind | an introduction through a referral programme | not statedNot addressed in Enterprise data partnerships Not addressed in What data AI labs license from companies Not addressed in Turing Project Lazarus | the company sets what is sharedNot addressed in Enterprise data partnerships | Documented processes, ticket histories and decisions with their reasoning. Years of it… | not statedNot addressed in Enterprise data partnerships Not addressed in What data AI labs license from companies Not addressed in Turing Project Lazarus |
| Appen | workflows and decisions (tickets, chats, process records) | an application or data form | yes, the company keeps ownership | yes, anonymised or de-identified first | How much there is, and how far back it goes. A decade of records is worth more than a… | not statedNot addressed in Enterprise data for frontier AI models |
| Centific | workflows and decisions (tickets, chats, process records) | not statedNot addressed in Enterprise data | not statedNot addressed in Enterprise data | yes, anonymised or de-identified first | Service records can capture reopened tickets, failed changes, escalation paths, and other… | not statedNot addressed in Enterprise data |
| Grepped | company data of any kind | a call or a contact conversation | not statedNot addressed in Grepped for business | yes, anonymised or de-identified first | Tickets and project work captured end to end: the brief, the steps taken, the… | not statedNot addressed in Grepped for business |
| Maryah | workflows and decisions (tickets, chats, process records) | not statedNot addressed in Business data licensing | yes, the company keeps ownership | the company sets what is shared | Show AI how people solve problems, make decisions and complete real tasks. | not statedNot addressed in Business data licensing |
| Mercor | workflows and decisions (tickets, chats, process records) | not statedNot addressed in Mercor Data | not statedNot addressed in Mercor Data | yes, anonymised or de-identified first | The data your business generates every day is exactly what frontier labs need. We license… | not statedNot addressed in Mercor Data |
| micro1 | varies by document | an application or data form Not addressed in Monetize your company's operational data | yes, the company keeps ownership Not addressed in Turn existing workflows into revenue | yes, anonymised or de-identified first Not addressed in Turn existing workflows into revenue | Help train the next generation of AI systems using real-world operational knowledge… | We are looking for companies with: 30 to 200 employees Not addressed in Turn existing workflows into revenue |
| Nyne | workflows and decisions (tickets, chats, process records) | an application or data form | not statedNot addressed in Data partnerships | yes, anonymised or de-identified first | File contents plus their metadata, authorship, timestamps, and access permissions. | 20+ full-time U.S. W-2 employees |
| Polyshares | company data of any kind | not statedNot addressed in Data licensing | yes, the company keeps ownership | yes, anonymised or de-identified first | Any company with real operating history, in any sector. | Deals typically land between $100K and $2M paid to the company. |
| Troveo | company data of any kind | a call or a contact conversation | yes, the company keeps ownership | yes, anonymised or de-identified first | AI labs and startups are actively paying six figures for company data exports. | not statedNot addressed in Business data |
Quoted wording for all 84 answers
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, The kind of operating record the page names:
AI labs pay to license how companies work: support tickets, CRM history, chat, email and code.
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, The door a company uses:
If a new buyer program matches your company, we email you about it.
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, Does the company keep ownership of its data: Left open by the page (6,465 characters, read in full 2026-10-08).
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, Does the page say the data is anonymised before use: Left open by the page (6,465 characters, read in full 2026-10-08).
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, What it says it takes from companies:
Documented processes, ticket histories and decisions with their reasoning. Years of it are worth more than months.
- aitrainer.work, Enterprise data partnerships, read 2026-10-08, Deal size or company size, as it publishes them: Left open by the page (6,465 characters, read in full 2026-10-08).
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, The kind of operating record the page names:
Project management workflows, task execution histories, CRM and workflow metadata, business process artifacts.
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, The door a company uses:
We take a short profile of your company, work out which buyers fit, and send you to them or make the introduction.
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, Does the company keep ownership of its data: Left open by the page (3,737 characters, read in full 2026-10-08).
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, Does the page say the data is anonymised before use:
You choose what is in scope. Connecting a tool is a decision you make per tool
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, What it says it takes from companies:
Internal messaging where work is coordinated, plus email in some programs.
- aitrainer.work, What data AI labs license from companies, read 2026-10-08, Deal size or company size, as it publishes them: Left open by the page (3,737 characters, read in full 2026-10-08).
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, The kind of operating record the page names:
Turing buys the full working record of a company: the code, the tickets, the chat and email, the docs, the databases, and the finance and support history.
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, The door a company uses:
Fill in the form below and tick Turing in the list of buyers.
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, Does the company keep ownership of its data: Left open by the page (9,373 characters, read in full 2026-10-28).
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, Does the page say the data is anonymised before use:
You decide which parts of the record are in. Personal data is removed.
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, What it says it takes from companies:
It takes companies that are still running and companies that have closed.
- aitrainer.work, Turing Project Lazarus, read 2026-10-28, Deal size or company size, as it publishes them: Left open by the page (9,373 characters, read in full 2026-10-28).
- Appen, Enterprise data for frontier AI models, read 2026-10-28, The kind of operating record the page names:
The reopened ticket, the rejected approval, the reconciliation that did not balance the first time.
- Appen, Enterprise data for frontier AI models, read 2026-10-28, The door a company uses:
Two minutes now saves a discovery call.
- Appen, Enterprise data for frontier AI models, read 2026-10-28, Does the company keep ownership of its data:
You keep ownership, you see everything before it is used, and you get paid.
- Appen, Enterprise data for frontier AI models, read 2026-10-28, Does the page say the data is anonymised before use:
Personal data is detected and removed, with synthetic rewrite where workflow structure has to survive the redaction.
- Appen, Enterprise data for frontier AI models, read 2026-10-28, What it says it takes from companies:
How much there is, and how far back it goes. A decade of records is worth more than a single quarter of the same thing.
- Appen, Enterprise data for frontier AI models, read 2026-10-28, Deal size or company size, as it publishes them: Left open by the page (6,541 characters, read in full 2026-10-28).
- Centific, Enterprise data, read 2026-10-28, The kind of operating record the page names:
Show how financial work gets done, including the decisions, approvals, exceptions, and adjustments behind the numbers.
- Centific, Enterprise data, read 2026-10-28, The door a company uses: Left open by the page (14,744 characters, read in full 2026-10-28).
- Centific, Enterprise data, read 2026-10-28, Does the company keep ownership of its data: Left open by the page (14,744 characters, read in full 2026-10-28).
- Centific, Enterprise data, read 2026-10-28, Does the page say the data is anonymised before use:
We want to partner with enterprises to anonymize and license your operational data for AI training by frontier labs.
- Centific, Enterprise data, read 2026-10-28, What it says it takes from companies:
Service records can capture reopened tickets, failed changes, escalation paths, and other cases that show how teams respond when work does not follow the expected path.
- Centific, Enterprise data, read 2026-10-28, Deal size or company size, as it publishes them: Left open by the page (14,744 characters, read in full 2026-10-28).
- Grepped, Grepped for business, read 2026-10-27, The kind of operating record the page names:
Docs, contracts, reports, slides, and PDFs: the written record of what an organization knows and how it works.
- Grepped, Grepped for business, read 2026-10-27, The door a company uses:
Email us at e@grepped.ai if you are interested in licensing your data.
- Grepped, Grepped for business, read 2026-10-27, Does the company keep ownership of its data: Left open by the page (3,127 characters, read in full 2026-10-27).
- Grepped, Grepped for business, read 2026-10-27, Does the page say the data is anonymised before use:
We strip customer names, contact details, and identifying information before anything leaves processing.
- Grepped, Grepped for business, read 2026-10-27, What it says it takes from companies:
Tickets and project work captured end to end: the brief, the steps taken, the back-and-forth, and the finished result.
- Grepped, Grepped for business, read 2026-10-27, Deal size or company size, as it publishes them: Left open by the page (3,127 characters, read in full 2026-10-27).
- Maryah, Business data licensing, read 2026-10-08, The kind of operating record the page names:
Useful data shows how your business handles a request, makes a decision and gets a result.
- Maryah, Business data licensing, read 2026-10-08, The door a company uses: Left open by the page (11,956 characters, read in full 2026-10-08).
- Maryah, Business data licensing, read 2026-10-08, Does the company keep ownership of its data:
Licensing grants specified rights to use the data, not ownership.
- Maryah, Business data licensing, read 2026-10-08, Does the page say the data is anonymised before use:
Maryah licenses the emails, sales records and support tickets you choose to share, with identifying details removed and terms you approve.
- Maryah, Business data licensing, read 2026-10-08, What it says it takes from companies:
Show AI how people solve problems, make decisions and complete real tasks.
- Maryah, Business data licensing, read 2026-10-08, Deal size or company size, as it publishes them: Left open by the page (11,956 characters, read in full 2026-10-08).
- Mercor, Mercor Data, read 2026-10-23, The kind of operating record the page names:
Frontier AI models are increasingly being trained to work inside companies, navigating real tools, workflows, and decisions.
- Mercor, Mercor Data, read 2026-10-23, The door a company uses: Left open by the page (4,098 characters, read in full 2026-10-23).
- Mercor, Mercor Data, read 2026-10-23, Does the company keep ownership of its data: Left open by the page (4,098 characters, read in full 2026-10-23).
- Mercor, Mercor Data, read 2026-10-23, Does the page say the data is anonymised before use:
The extraction and anonymization process is fully automated. No AI lab buyer or third-party vendor ever sees your raw data.
- Mercor, Mercor Data, read 2026-10-23, What it says it takes from companies:
The data your business generates every day is exactly what frontier labs need. We license it, package it, and pay you for it.
- Mercor, Mercor Data, read 2026-10-23, Deal size or company size, as it publishes them: Left open by the page (4,098 characters, read in full 2026-10-23).
- micro1, Enterprise Data Partnership, read 2026-10-08, The kind of operating record the page names:
Significant internal documentation and process knowledge
- micro1, Enterprise Data Partnership, read 2026-10-08, The door a company uses:
Tell us about your company by filling the form below, it takes only ~2 minutes
- micro1, Enterprise Data Partnership, read 2026-10-08, Does the company keep ownership of its data:
Companies retain ownership of their underlying data
- micro1, Enterprise Data Partnership, read 2026-10-08, Does the page say the data is anonymised before use:
Sensitive information is scrubbed before any downstream use
- micro1, Enterprise Data Partnership, read 2026-10-08, What it says it takes from companies:
Help train the next generation of AI systems using real-world operational knowledge, workflows, and business expertise.
- micro1, Enterprise Data Partnership, read 2026-10-08, Deal size or company size, as it publishes them:
We are looking for companies with: 30 to 200 employees
- micro1, Monetize your company's operational data, read 2026-10-27, The kind of operating record the page names:
Financial processes, SOPs, reconciliations, approvals, reporting workflows, and operational documentation
- micro1, Monetize your company's operational data, read 2026-10-27, The door a company uses: Left open by the page (10,621 characters, read in full 2026-10-27).
- micro1, Monetize your company's operational data, read 2026-10-27, Does the company keep ownership of its data:
Companies retain ownership of their underlying data.
- micro1, Monetize your company's operational data, read 2026-10-27, Does the page say the data is anonymised before use:
Personal and identifying information is removed or transformed before your data is shared with third parties
- micro1, Monetize your company's operational data, read 2026-10-27, What it says it takes from companies:
Companies with several years of records across multiple business systems are generally a stronger fit.
- micro1, Monetize your company's operational data, read 2026-10-27, Deal size or company size, as it publishes them:
We pay in full within 30 days of acceptance, with payments typically ranging from $150K to over $2M.
- micro1, Turn existing workflows into revenue, read 2026-10-08, The kind of operating record the page names:
for their real-world business workflows that will help train the next generation of AI models
- micro1, Turn existing workflows into revenue, read 2026-10-08, The door a company uses:
This form is for companies and clients.
- micro1, Turn existing workflows into revenue, read 2026-10-08, Does the company keep ownership of its data: Left open by the page (4,309 characters, read in full 2026-10-08).
- micro1, Turn existing workflows into revenue, read 2026-10-08, Does the page say the data is anonymised before use: Left open by the page (4,309 characters, read in full 2026-10-08).
- micro1, Turn existing workflows into revenue, read 2026-10-08, What it says it takes from companies:
We're hosting a forum to discuss micro1's Company Data Partnership Program this Thursday at 9am PT.
- micro1, Turn existing workflows into revenue, read 2026-10-08, Deal size or company size, as it publishes them: Left open by the page (4,309 characters, read in full 2026-10-08).
- Nyne, Data partnerships, read 2026-10-27, The kind of operating record the page names:
3+ years of real operational workflows that your teams already run on.
- Nyne, Data partnerships, read 2026-10-27, The door a company uses:
It takes a few minutes and you can save your progress with your work email.
- Nyne, Data partnerships, read 2026-10-27, Does the company keep ownership of its data: Left open by the page (3,771 characters, read in full 2026-10-27).
- Nyne, Data partnerships, read 2026-10-27, Does the page say the data is anonymised before use:
Before your data is used, identifying details are removed and records are cleaned and formatted.
- Nyne, Data partnerships, read 2026-10-27, What it says it takes from companies:
File contents plus their metadata, authorship, timestamps, and access permissions.
- Nyne, Data partnerships, read 2026-10-27, Deal size or company size, as it publishes them:
20+ full-time U.S. W-2 employees
- Polyshares, Data licensing, read 2026-10-28, The kind of operating record the page names:
Every business with real operating history has produced a second asset without meaning to.
- Polyshares, Data licensing, read 2026-10-28, The door a company uses: Left open by the page (5,470 characters, read in full 2026-10-28).
- Polyshares, Data licensing, read 2026-10-28, Does the company keep ownership of its data:
keeps its equity, and keeps ownership of the underlying data
- Polyshares, Data licensing, read 2026-10-28, Does the page say the data is anonymised before use:
Net 30 to 60, once the data has been approved, shared, and anonymized.
- Polyshares, Data licensing, read 2026-10-28, What it says it takes from companies:
Any company with real operating history, in any sector.
- Polyshares, Data licensing, read 2026-10-28, Deal size or company size, as it publishes them:
Deals typically land between $100K and $2M paid to the company.
- Troveo, Business data, read 2026-10-27, The kind of operating record the page names:
Tickets, sprints, wikis, and complete project histories
- Troveo, Business data, read 2026-10-27, The door a company uses:
We guide you through the export and handle the anonymization, packaging, and every buyer conversation.
- Troveo, Business data, read 2026-10-27, Does the company keep ownership of its data:
You do. Troveo licenses it on your behalf under terms that you sign off on; ownership never transfers.
- Troveo, Business data, read 2026-10-27, Does the page say the data is anonymised before use:
People's names, contact details, credentials, and client identities are scrubbed under one documented standard before your data is put to work.
- Troveo, Business data, read 2026-10-27, What it says it takes from companies:
AI labs and startups are actively paying six figures for company data exports.
- Troveo, Business data, read 2026-10-27, Deal size or company size, as it publishes them: Left open by the page (4,973 characters, read in full 2026-10-27).
Not counted on this board
3 named documents fell outside what this board reads once we had read them; their reasons follow. They are tallied, never scored as answers.
- Mercor, partner: the stored page is Mercor's sales contact form; it says nothing about what Mercor takes from a company
- Protege, data provider: the stored read is Protege's cookie consent banner; the provider page's own text is not in it
- Fortune, Nadella warns enterprises on AI labs and their know-how: reporting about enterprises and AI labs, not an organisation's own page about taking data (kept as context only)
How we read and count
Each organisation's own AI data buyers and intermediaries' own pages for companies were read through estate-fetch and stored whole (sha256 on every row).
For every page, six questions were answered from its own words: the kind of operating record the page names, the door a company uses, does the company keep ownership of its data, does the page say the data is anonymised before use, what it says it takes from companies, deal size or company size, as it publishes them.
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.
10 organisations, 14 pages.
Where we looked (17)
- Appen, enterprise data (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Centific, enterprise data (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- micro1, data partnerships (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- micro1, Enterprise Data Partnership posting (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- micro1, turn existing workflows into revenue (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- aitrainer.work, enterprise data partnerships (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- aitrainer.work, what data AI labs license from companies (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- aitrainer.work, Turing Project Lazarus (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Mercor, data (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Mercor, partner (read, set aside)
- Nyne, data partnerships (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Troveo, business data (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Grepped, business (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Maryah, business data (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Protege, data provider (read, set aside)
- Polyshares, data licensing (quoted for reporting from the publisher's AI data buyers and intermediaries' own pages for companies)
- Fortune, Nadella warns enterprises on AI labs and their know-how (read, set aside)
Take this figure with you
5 of 10 organisations read on their own pages say a company keeps ownership of the operating data it licenses, newest read 28 October 2026.
The kind of operating record the page names, by organisation: workflows and decisions (tickets, chats, process records) 5 of 10, company data of any kind 4 of 10, varies 1 of 10 (10 organisations, read 28 October 2026).
The door a company uses, by organisation: not stated 4 of 10, an application or data form 3 of 10, a call or a contact conversation 2 of 10, an introduction through a referral programme 1 of 10 (10 organisations, read 28 October 2026).
Does the company keep ownership of its data, by organisation: yes, the company keeps ownership 5 of 10, not stated 5 of 10 (10 organisations, read 28 October 2026).
Does the page say the data is anonymised before use, by organisation: yes, anonymised or de-identified first 8 of 10, the company sets what is shared 2 of 10 (10 organisations, read 28 October 2026).
What it says it takes from companies, by organisation: stated 10 of 10 (10 organisations, read 28 October 2026).
Deal size or company size, as it publishes them, by organisation: not stated 7 of 10, stated 3 of 10 (10 organisations, read 28 October 2026).
Suggested citation: "Who takes a large company's operating data", updated 2026-10-28, https://sellenterprisedatatoai.com/datasets/enterprise-data-buyers/.
CSV download (84 answers, worked out 2026-10-28)