Buyers of event logs, workflow traces and operating…
7 of the 12 data buyers read 28 October 2026 ask for workflow, process or system records by name.
Workflow or system records in its ask
Deal shape it offers
Its own words on the data wanted
First step for a seller
Its terms on consent, title and licence
Each organisation, answer by answer
A organisation per row. Every answer opens onto the line it comes from, quoted exactly, with the page it sits in and the day of the read. "Not stated" marks a question the page leaves unanswered.
| Organisation | 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 |
|---|---|---|---|---|---|
| DataVendor | hosts an exchange where sellers meet buyers | asks for other material, never process records | From tasksets and RL environments to the private data already inside your company. | Connect sources and bring your private supply onto the platform. | not statedNot addressed in Home page |
| Defined.ai | hosts an exchange where sellers meet buyers | asks for other material, never process records | Code-focused datasets covering programming languages, software, and technical workflows. | Apply as an AI Service Supplier | Assessment of your licensing rights as well as legal, compliance and cybersecurity checks |
| Grepped | signs a licence with the firm the records belong to | asks for workflow, process or system records | Tickets and project work captured end to end: the brief, the steps taken, the… | Approved listings reach AI labs. When they purchase, the money comes to you. | We strip customer names, contact details, and identifying information before anything… |
| licensemydata.com | signs a licence with the firm the records belong to | asks for other material, never process records | System names, volumes and years of history. Never messages or files. You get a realistic… | What you hold, roughly how much, and where your rights stand. | Consent must be documented, not asserted. |
| Maryah | hosts an exchange where sellers meet buyers | asks for workflow, process or system records | The emails, documents and work history in your tools could help train better AI. | Your team size, sector, tools and record history. No files or system connections. | We review the dataset and licensing rights, then approach suitable buyers. |
| Mercor | signs a licence with the firm the records belong to | asks for workflow, process or system records | Our licensing and processing pipeline turns your operational data into highly valuable… | Choose from 100+ supported tools and link your accounts. | The extraction and anonymization process is fully automated. |
| micro1 | signs a licence with the firm the records belong to | asks for workflow, process or system records | Large-scale operational datasets or ongoing participation across multiple teams and… | Turn company data into revenue Get in touch | Personal and identifying information is removed or transformed before your data is shared… Not addressed in Company referral page |
| Nyne | signs a licence with the firm the records belong to | asks for workflow, process or system records | 3+ years of real operational workflows that your teams already run on. | Build a detailed inventory of your tools, data sizes and history. | Nyne turns your de-identified operational workflows into frontier-grade training data… |
| OpenAI | signs a licence with the firm the records belong to | asks for other material, never process records | To ultimately make AGI that is safe and beneficial to all of humanity, we’d like AI… | not statedNot addressed in Data partnerships page | We are not seeking datasets with sensitive or personal information, or information that… |
| Shutterstock | trades a corpus it assembled in house | asks for other material, never process records | Some of the most valuable AI datasets aren’t sitting in an existing catalog. | Tell us what you’re building and the data requirements behind it. | We can identify, source, curate, and license datasets across Shutterstock’s content and… |
| SimpleClosure | hosts an exchange where sellers meet buyers | asks for workflow, process or system records | The operational data from how your team actually worked, including: communications… | If there’s buyer interest, we help move the process from offer through the final sale or… | Every dataset is processed for PII before it is licensed to a buyer. |
| Troveo | signs a licence with the firm the records belong to | asks for workflow, process or system records | The more systems you license… | No OAuth into your systems. No platform to install. We guide you through the export and… | Anonymized to our standard, documented in a manifest, and made market-ready. |
The source sentence behind every answer (65)
- DataVendor, Home page, read 2026-10-22, Deal shape it offers:
List, get matched with buyers, and get paid when they purchase.
- DataVendor, Home page, read 2026-10-22, Workflow or system records in its ask:
Private repositories and software projects: source, history, and context that models can learn from.
- DataVendor, Home page, read 2026-10-22, Its own words on the data wanted:
From tasksets and RL environments to the private data already inside your company.
- DataVendor, Home page, read 2026-10-22, First step for a seller:
Connect sources and bring your private supply onto the platform.
- DataVendor, Home page, read 2026-10-22, Its terms on consent, title and licence: Nothing on this page answers it (2,805 characters of page text, read 2026-10-22).
- Defined.ai, Partnerships page, read 2026-10-27, Deal shape it offers:
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.
- Defined.ai, Partnerships page, read 2026-10-27, Workflow or system records in its ask:
Scientific and technical content across science, technology, engineering, and mathematics.
- Defined.ai, Partnerships page, read 2026-10-27, Its own words on the data wanted:
Code-focused datasets covering programming languages, software, and technical workflows.
- Defined.ai, Partnerships page, read 2026-10-27, First step for a seller:
Apply as an AI Service Supplier
- Defined.ai, Partnerships page, read 2026-10-27, Its terms on consent, title and licence:
Assessment of your licensing rights as well as legal, compliance and cybersecurity checks
- Grepped, Business page, read 2026-10-27, Deal shape it offers:
Premium licensing for company data worth millions.
- Grepped, Business page, read 2026-10-27, Workflow or system records in its ask:
Records, tables, logs, and exports from the systems that run the business: pipelines, invoices, ledgers, and orders.
- Grepped, Business page, read 2026-10-27, Its own words on the data wanted:
Tickets and project work captured end to end: the brief, the steps taken, the back-and-forth, and the finished result.
- Grepped, Business page, read 2026-10-27, First step for a seller:
Approved listings reach AI labs. When they purchase, the money comes to you.
- Grepped, Business page, read 2026-10-27, Its terms on consent, title and licence:
We strip customer names, contact details, and identifying information before anything leaves processing.
- licensemydata.com, Home page, read 2026-10-27, Deal shape it offers:
Licence or buyout is clear before you sign.
- licensemydata.com, Home page, read 2026-10-27, Workflow or system records in its ask:
License your clinical records, film and animation for AI training.
- licensemydata.com, Home page, read 2026-10-27, Its own words on the data wanted:
System names, volumes and years of history. Never messages or files. You get a realistic range.
- licensemydata.com, Home page, read 2026-10-27, First step for a seller:
What you hold, roughly how much, and where your rights stand.
- licensemydata.com, Home page, read 2026-10-27, Its terms on consent, title and licence:
Consent must be documented, not asserted.
- Maryah, Business data licensing page, read 2026-10-28, Deal shape it offers:
We help you find buyers and compare offers.
- Maryah, Business data licensing page, read 2026-10-28, Workflow or system records in its ask:
Linked records show how real work gets done, from a customer’s first email to the final outcome.
- Maryah, Business data licensing page, read 2026-10-28, Its own words on the data wanted:
The emails, documents and work history in your tools could help train better AI.
- Maryah, Business data licensing page, read 2026-10-28, First step for a seller:
Your team size, sector, tools and record history. No files or system connections.
- Maryah, Business data licensing page, read 2026-10-28, Its terms on consent, title and licence:
We review the dataset and licensing rights, then approach suitable buyers.
- Mercor, Data licensing page, read 2026-10-23, Deal shape it offers:
We license it, package it, and pay you for it.
- Mercor, Data licensing page, read 2026-10-23, Workflow or system records in its ask:
Frontier AI models are increasingly being trained to work inside companies, navigating real tools, workflows, and decisions.
- Mercor, Data licensing page, read 2026-10-23, Its own words on the data wanted:
Our licensing and processing pipeline turns your operational data into highly valuable data assets.
- Mercor, Data licensing page, read 2026-10-23, First step for a seller:
Choose from 100+ supported tools and link your accounts.
- Mercor, Data licensing page, read 2026-10-23, Its terms on consent, title and licence:
The extraction and anonymization process is fully automated.
- micro1, Company referral page, read 2026-10-27, Deal shape it offers:
Operational data partnership using existing business documentation and operational datasets.
- micro1, Company referral page, read 2026-10-27, Workflow or system records in its ask:
Operational data partnership using existing business documentation and operational datasets.
- micro1, Company referral page, read 2026-10-27, Its own words on the data wanted:
We're looking for established companies with 30+ full-time employees, mature business operations, and substantial historical operational data.
- micro1, Company referral page, read 2026-10-27, First step for a seller:
If both parties agree to proceed, the company moves through contracting, data transfer, and data approval.
- micro1, Company referral page, read 2026-10-27, Its terms on consent, title and licence: Nothing on this page answers it (7,710 characters of page text, read 2026-10-27).
- micro1, Data partnerships page, read 2026-10-27, Deal shape it offers:
We license data generated through your company’s everyday operations.
- micro1, Data partnerships page, read 2026-10-27, Workflow or system records in its ask:
Examples of the operational data and workflows that help train and evaluate frontier AI models
- micro1, Data partnerships page, read 2026-10-27, Its own words on the data wanted:
Large-scale operational datasets or ongoing participation across multiple teams and business functions
- micro1, Data partnerships page, read 2026-10-27, First step for a seller:
Turn company data into revenue Get in touch
- micro1, Data partnerships page, read 2026-10-27, Its terms on consent, title and licence:
Personal and identifying information is removed or transformed before your data is shared with third parties
- Nyne, Data partnerships page, read 2026-10-27, Deal shape it offers:
Once your dataset is delivered and accepted, you receive payment as outlined in your partnership agreement.
- Nyne, Data partnerships page, read 2026-10-27, Workflow or system records in its ask:
CRM, HR, ERP, and support records from the core systems teams operate in every day.
- Nyne, Data partnerships page, read 2026-10-27, Its own words on the data wanted:
3+ years of real operational workflows that your teams already run on.
- Nyne, Data partnerships page, read 2026-10-27, First step for a seller:
Build a detailed inventory of your tools, data sizes and history.
- Nyne, Data partnerships page, read 2026-10-27, Its terms on consent, title and licence:
Nyne turns your de-identified operational workflows into frontier-grade training data, under your governance and on your terms.
- OpenAI, Data partnerships page, read 2026-10-27, Deal shape it offers:
We’re already working with many partners who are eager to represent data from their country or industry.
- OpenAI, Data partnerships page, read 2026-10-27, Workflow or system records in its ask:
We’re particularly looking for data that expresses human intention (e.g., long-form writing or conversations rather than disconnected snippets)
- OpenAI, Data partnerships page, read 2026-10-27, Its own words on the data wanted:
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.
- OpenAI, Data partnerships page, read 2026-10-27, First step for a seller: Nothing on this page answers it (6,059 characters of page text, read 2026-10-27).
- OpenAI, Data partnerships page, read 2026-10-27, Its terms on consent, title and licence:
We are not seeking datasets with sensitive or personal information, or information that belongs to a third party;
- Shutterstock, AI data licensing page, read 2026-10-27, Deal shape it offers:
Access hundreds of millions of images, videos, audio files, 3D assets, and other content from Shutterstock’s global collection.
- Shutterstock, AI data licensing page, read 2026-10-27, Workflow or system records in its ask:
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.
- Shutterstock, AI data licensing page, read 2026-10-27, Its own words on the data wanted:
Some of the most valuable AI datasets aren’t sitting in an existing catalog.
- Shutterstock, AI data licensing page, read 2026-10-27, First step for a seller:
Tell us what you’re building and the data requirements behind it.
- Shutterstock, AI data licensing page, read 2026-10-27, Its terms on consent, title and licence:
We can identify, source, curate, and license datasets across Shutterstock’s content and broader data ecosystem to align to your exact use case.
- SimpleClosure, AssetHub page, read 2026-10-27, Deal shape it offers:
Monetize your assets to recover value during shutdown.
- SimpleClosure, AssetHub page, read 2026-10-27, Workflow or system records in its ask:
Code and operational data that reflects how a particular problem actually works by teams
- SimpleClosure, AssetHub page, read 2026-10-27, Its own words on the data wanted:
The operational data from how your team actually worked, including: communications, documents, designs, tickets, workflows, and other company systems.
- SimpleClosure, AssetHub page, read 2026-10-27, First step for a seller:
If there’s buyer interest, we help move the process from offer through the final sale or licensing transaction.
- SimpleClosure, AssetHub page, read 2026-10-27, Its terms on consent, title and licence:
Every dataset is processed for PII before it is licensed to a buyer.
- Troveo, Business data page, read 2026-10-27, Deal shape it offers:
The more systems you license — and the more users and years of history behind them — the more valuable your data becomes.
- Troveo, Business data page, read 2026-10-27, Workflow or system records in its ask:
Buyers pay a premium for work they can follow across communication channels, knowledge and code repositories, and operational tools.
- Troveo, Business data page, read 2026-10-27, Its own words on the data wanted:
The more systems you license — and the more users and years of history behind them — the more valuable your data becomes.
- Troveo, Business data page, read 2026-10-27, First step for a seller:
No OAuth into your systems. No platform to install. We guide you through the export and handle the anonymization, packaging, and every buyer conversation.
- Troveo, Business data page, read 2026-10-27, Its terms on consent, title and licence:
Anonymized to our standard, documented in a manifest, and made market-ready.
Documents we read but did not count
2 named documents were read and left out because they are not what this board covers; each reason is below. They are counted, never answered.
- aitrainer.work: a router by its own words: it sends owners to other organisations' pages to apply (micro1, Troveo), so it is not itself a buyer
- licensemycompanydata.com: a router by its own words: owners go to each buyer's own application, so it is not itself a buyer
How the figures are worked out
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.
3 named documents wait to be read; they are left out of every count.
18 sources, with links
- Mercor (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- micro1 (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- micro1 (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Nyne (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Troveo (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- SimpleClosure (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Grepped (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Maryah (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- aitrainer.work (read, set aside)
- DataVendor (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- licensemydata.com (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- licensemycompanydata.com (read, set aside)
- Turing (not yet read)
- Turing (not yet read)
- OpenAI (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Shutterstock (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- Defined.ai (from the publisher's own data partner, data licensing and data marketplace pages; reproduced for comment)
- HUD (not yet read)
Take this figure with you
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).
To cite: "Buyers of event logs, workflow traces and operating records for AI", updated 2026-10-28, https://sellprocessdatatoai.com/datasets/process-data-buyers/.
Save the CSV (65 answers, compiled 2026-10-28)