# License internal documents to AI: what to check first

> Want to sell internal documents to AI? Companies license them, though Troveo says docs alone are valued low. micro1 lists SOPs. Frankfurt Kurnit flags NDAs.

By Matt Burns, Vaultfish. Canonical: https://vaultfish.com/answers/sell-internal-documents-to-ai  
Published: 2026-09-25  
Updated: 2026-10-14

## The short answer

To license internal documents to AI, sort them by who owns them first. micro1's partnership page lists SOPs and knowledge bases. Troveo says documents alone are valued less without outcomes. Licensed material, open source, vendor code and third-party copyrights can block a deal. Sharing legal documents may also waive privilege.

Documents and sheets are the deliverable end of the chain [micro1](/buyers/micro1) describes for its data partnerships. They're also where other people's work hides.

## Which internal documents do the companies name?

[micro1's page](https://www.micro1.ai/data-partnerships) lists SOPs, internal documentation, knowledge bases, project histories and QA processes. [Mercor's data page](https://www.mercor.com/data/) lists Notion, Confluence and Drive content. [Troveo's guide](https://www.troveo.ai/resources/license-company-docs-to-ai) names SOPs, runbooks, proposals, specs, postmortems and meeting notes as worth licensing, with people's names, client details and credentials masked.

## Why do documents complete the chain?

David Revland, who works on human data at [micro1](/buyers/micro1), described a Slack message that asks for a finance report and the report in Google Sheets.

The report is the deliverable, and the request gives it context. I cover the wider picture in [what labs want from companies](/answers/what-data-do-ai-labs-want-from-companies).

## What can block licensing documents?

[Frankfurt Kurnit's list](https://technologylaw.fkks.com/post/102o455/selling-company-data-for-ai-training-what-to-know-before-you-say-yes) has four items. Other companies' confidential information, often under NDAs. Licensed data, open source and vendor code. Third-party copyrighted material in attachments and shared files. Data generated by vendor tools.

It adds that licensing may waive privilege over legal communications and weaken trade secret protection for pricing logic and strategy documents.

Our pages on [NDAs](/answers/does-my-nda-let-me-sell-data-to-ai), [privilege](/answers/does-selling-emails-to-ai-waive-attorney-client-privilege) and [shared Slack channels](/answers/can-i-sell-slack-connect-or-shared-channel-messages-to-ai) cover each one. Talk to a commercial lawyer in your state before you sign.

## Do documents have value on their own?

[Troveo](/buyers/troveo) says a folder of documents sits at the lower end of what company data pays. A proposal doesn't say whether the deal closed, and that gap costs you. Value climbs when records from the CRM, tickets and email come with it. That's a marketplace's view, and it carries no price.

## What is the next step?

Sort folders into yours, a client's and a partner's. The [data readiness checklist](/answers/data-readiness-checklist) lists the questions, and the [rights check](/rights-check) lists what to settle with counsel. For Drive specifically, see [licensing Google Drive data](/answers/sell-google-drive-data-to-ai).

micro1 may pay us a referral fee if a company we introduce goes ahead with it. [How we are paid](https://vaultfish.com/disclosure)

Figure: steps Pick folders, set aside client files -> Check NDAs and licenses -> Counsel reviews, scope the offer. Sorting by ownership and contract comes first, then counsel reviews and the offer is scoped.

[Apply to micro1's data partnership (paid link)](https://req.micro1.ai/post/74520e8b-4673-4da5-b855-53609aaf6710?referralCode=f82e519e-5d64-4e0e-9574-760c84371cf2&utm_source=referral&utm_medium=share&utm_campaign=data_referral) · [micro1's own data-partnerships page](https://www.micro1.ai/data-partnerships)

_Paid link. [How we are paid](https://vaultfish.com/disclosure)_

_Vaultfish helps you run the process. We are not lawyers and this is not legal advice. If you need counsel who knows this area, we can point you to one._

## Sources

- [micro1's page](https://www.micro1.ai/data-partnerships)
- [Mercor's data page](https://www.mercor.com/data/)
- [Troveo's guide](https://www.troveo.ai/resources/license-company-docs-to-ai)
- [Frankfurt Kurnit's list](https://technologylaw.fkks.com/post/102o455/selling-company-data-for-ai-training-what-to-know-before-you-say-yes)
