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THE ORIGIN FIELD GUIDE

Start with your
company’s question.

Explore what your records might make possible, what to prepare, and what to review before sharing anything.

GO DEEPER

The company data licensing guides.

Getting started

Can your company license its operational data for AI?

Explore whether support histories, software documentation, and operating procedures could support a licensing discussion. Start with a company overview, without exporting records.

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Getting started

How to sell or license company data to AI companies

How to sell or license company records to AI companies: what buyers want, what public deals have paid, the legal checks and how a first conversation works.

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Value and pricing

How much do AI companies pay for company data?

What AI companies have paid for company data, from a reported $5,000 per book to $10 million for Spirit Airlines’ records, and what sets the price for yours.

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Rights and contracts

Company data licensing due diligence checklist

Review a data-licensing proposal before granting access: scope, recipients, permissions, costs, payment conditions, and what happens when the agreement ends.

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Rights and contracts

Is it legal to sell company data for AI training?

Often yes, if the company holds the rights. What privacy law, contracts, copyright and the 2026 Spirit Airlines data sale mean for licensing company records.

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Buyers

Who buys company data for AI training?

AI developers, industry AI companies and data programs buy company data. What public deals from Reddit to Spirit Airlines show, and how to reach a buyer.

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Rights and contracts

Data licensing agreement: what to include

What a data licensing agreement covers, clause by clause: scope, permitted use, AI training and models, personal information, payment, term and deletion.

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Getting started

Data monetization for B2B companies: three routes, with examples

How a B2B company makes money from its data: improve operations, add data to what you sell, or license it. Examples by industry and what licensing requires.

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Value and pricing

AI data licensing deals tracker: who paid what, 2023 to 2026

A sourced tracker of public AI data licensing deals, including the rare sales of company records such as emails, chats and Slack archives. Updated October 2026.

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By record type

What company data can you sell to AI companies? Compared by type

Which company records AI developers buy, what each type has sold for in public reports, the main legal risk for each, and how much preparation it takes.

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By record type

Can a company sell its Slack and email archives for AI training?

Yes, and buyers are paying. What Slack, Teams and email archives have sold for, what makes one valuable, and the employee privacy checks to run first.

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By record type

Can a company sell its source code to AI companies for training?

What private code bases have sold for, why commit history and linked issues matter more than lines of code, and the ownership and license checks to run first.

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By record type

Can a company sell customer call recordings for AI training?

What call audio is worth to AI developers, why "recorded for quality and training" consent may not cover it, and the voice, payment card and privacy checks to run.

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By record type

Can a company sell work orders and service records for AI training?

Why work orders, technician notes and maintenance logs interest AI developers, what makes a service history valuable, and what to remove before licensing it.

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By record type

AI data licensing: a guide for lawyers, accountants and advisors

An issue-spotting framework for advisors whose clients are asked to sell or license company data to AI developers, including wind-downs and bankruptcy sales.

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Value and pricing

Data licensing pricing models: flat fee, recurring and revenue share

How company data licenses are priced: one-time fees, annual or per-delivery payments, usage-based terms and revenue share, with the trade-offs of each for the seller.

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Rights and contracts

Exclusive vs non-exclusive data licenses: what sellers should know

The difference between exclusive and non-exclusive company data licenses, how exclusivity can be narrowed by field, term or use, and the questions to ask before granting it.

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Rights and contracts

How to de-identify company data before licensing it

A practical overview of de-identifying company records before licensing: removing direct identifiers, handling free text, re-identification risk and documenting the method.

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Rights and contracts

GDPR, CCPA and licensing company data for AI

How privacy laws such as the GDPR and California’s CCPA affect licensing company records for AI training: personal data, lawful basis, notices, sale rules and practical steps.

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Rights and contracts

Licensing healthcare operational data for AI: HIPAA basics

How HIPAA affects licensing healthcare company records for AI, the difference between PHI and operational data, de-identification standards and the questions to settle first.

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Rights and contracts

AI training vs retrieval: two different data licenses

The difference between licensing company records for AI model training and for retrieval (RAG), how rights, deletion and payment differ, and how to define use in the agreement.

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Getting started

Selling company data when a business closes

Closing a business? Whether its Slack, email, tickets and code can be sold to AI companies, what they fetch, and the privacy and contract checks first.

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Buyers

Mercor data monetization: what it pays, who qualifies and how it works

How Mercor's company data program works: tools it connects, target industries, published payouts of $20K to $1.5M, payment timing and eligibility.

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Buyers

micro1 Company Data Partnerships: payouts, eligibility and how it works

How micro1 pays for company data: $100K to $2M+ tiers, the 30-employee and English requirements, payment timing and which countries it prioritizes.

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Buyers

Handshake AI data partnerships: payouts, eligibility and how it works

How Handshake AI buys company data: the $100K to $4M+ range, 20-employee and 3-year minimums, eligible countries and payment terms.

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Buyers

Turing Project Lazarus: selling your codebase and company records

Turing's Project Lazarus pays up to $1M for a company's full operating record, or $10K to $100K+ for a codebase. Who qualifies and how fast it pays.

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Buyers

micro1 vs Mercor vs Handshake vs Turing: company data buyers compared (2026)

Compare micro1, Mercor, Handshake AI, Turing and Scale AI: published payouts, size minimums, countries, language and payment timing.

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Outside the US

Selling company data to AI labs from outside the US

Can companies in the UK, Canada, Australia, India or the Philippines sell data to US AI buyers? Who accepts you, pricing, tax and privacy steps.

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Rights and contracts

Is selling company data to AI companies legit? How to tell a real buyer

Yes, AI companies pay businesses for records. How to verify a buyer, the red flags to watch for and what to ask before sharing anything.

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Buyers

Best services to sell company data to AI: brokers, marketplaces and advisors compared (2026)

Troveo, Nyne, Harbor, Aribase, FileYield, Main Street Wealth and direct buyer programs compared: how each is paid, what it does for you and who it fits.

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Getting started

What AI buyers publish for company data: 8 programs and 24 listings compared (October 2026)

Original data: published payouts, size minimums, payment timing and referral fees across 8 company-data programs and all 24 Mercor listings. Free CSV download.

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Getting started

Selling company data to AI companies: 14 questions answered

Direct answers on selling company data to AI companies: what it pays, which records sell, whether Slack, email and support data are legal to license.

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Practical guidance from Origin Data Partners, with primary sources for the rights questions.

Explore more examples

Guides for your country and industry

Which AI data buyers accept your company, published payouts in your currency, and the local rules for your industry, across 10 countries and 12 industries.

Find your country
THE WORK BEHIND THE RECORDS

What does your team already document?

Choose a starting point. Explore an example, then describe the history your own company retains.

Implementation and migration projectsMapping choices, exceptions, validation, and handover.

Start with one repeatable project type. Which decision, check, and outcome records remain connected?

Explore implementation history
Test cases and bug investigationsExpected behavior, failures, fixes, and retests.

Separate a test description from the fixture used to run it. Check which product versions and outcomes remain traceable.

Explore test and QA history
Incident reviews and follow-upInvestigation, mitigation, and the changes made afterward.

Describe closed reliability reviews at company level. Keep security-sensitive details and raw logs out of an initial conversation.

Explore incident reviews
Support and resolution historyThe reasoning between an issue and its resolution.

Identify the internal investigation and resolution notes separately from customer messages and attachments.

Explore support history
Documentation and product decisionsSpecifications, runbooks, and changes over time.

Begin with one product area. Note which versions, authorship questions, and links to decisions remain available.

Explore documentation
Software for a specialist industryConstruction, field service, manufacturing, property, logistics, or accounting.

Follow one of six illustrative scenarios about a software team's own work. The industry examples are not an eligibility list.

Find an industry example

These are ways to recognize records, not a licensing assessment. Keep the underlying files inside your company.

YOUR NEXT DECISION

What would you like to explore?

Could our company records create another source of revenue?

Licensing is one possibility to investigate. Compare it with other assets you already have, then review the work, rights and payment terms a real opportunity would require.

Compare revenue opportunities

Could licensing improve our margins without adding staff?

New income can help only if it exceeds the preparation, review and delivery costs. First distinguish a margin improvement from a capacity saving or a possible future payment.

Review the margin questions

What kinds of company data could be relevant?

Support investigations, engineering decisions, project histories, and operating procedures are categories to describe. Having those records does not establish an offer.

Recognize your record categories

Can we license our support-ticket history?

Begin with the resolution history: investigation, decision, fix, and outcome. Consider internal notes, customer messages, and attachments separately.

Explore a support-history example

Could our software documentation be relevant?

Describe specifications, design decisions, issue histories, and runbooks. Keep documentation and source code separate when framing a possible scope.

Explore a documentation example

How much could our company data be worth?

There is no standard price to infer from file count or company age. If an offer emerges, compare the proposed use, company effort, restrictions, and payment conditions.

Review value and offer questions

Can we explore this without exporting records?

Yes. An initial Origin conversation starts with company details and broad record categories. Keep the underlying files, customer messages, and credentials in your systems.

Map one workflow without an export

What should we check before sharing anything?

Identify the recipient, proposed use, scope, permissions, handling, and terms. Approval of an introduction and permission to access records are separate decisions.

Use the review questions

What happens in the first conversation?

Origin helps organize the records you describe, open questions, and a possible next step in a Company Licensing Brief. You can begin without a prepared dataset.

See an illustrative company brief
EXAMPLES BY BUSINESS TYPE

Find the records your team recognizes.

These guides use illustrative examples. They help you frame a first conversation, not determine eligibility or value.

Companies winding down

Startups and companies closing, selling assets or in a wind-down, with Slack, email, code and ticket archives.

Explore this business type

Field service and trades

HVAC, plumbing, electrical, and equipment service companies with years of job and diagnostic history.

Explore this business type

Accounting and bookkeeping firms

Firms with internal procedures, review checklists, and training material, kept apart from client records.

Explore this business type

Logistics and distribution

Carriers, brokers, and warehouses with exception handling and operating procedures.

Explore this business type
FOR YOUR OWN NOTES

A useful starting point.

Blank worksheets and illustrative examples. No email required. Keep completed notes inside your company.

DOCUMENTATION RESEARCH · SEPTEMBER 27, 2026

What survives an export?

A six-system comparison of documented content, scope and history limits. Includes the complete source table.

Read the export research note

What is your company’s data worth?

AI companies pay $20K to $5M for company records. Six questions, no files.