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SaaS and software companies: licensing company data to AI

Software companies have the data AI buyers ask for most often: code history, issue trackers, incident reviews and support tickets. The usual blocker is the customer agreement. Data processing agreements often forbid using customer data for anything other than providing the service, and support tickets are full of customer data.

What software company data is valuable to AI buyers?

Git history with pull-request discussion
Real code changes with review comments.
Issue tracker history (Jira, Linear)
From bug report to fix, linked to code.
Incident postmortems
Structured reasoning under pressure.
Internal engineering chat
Design debates and decisions.
Support tickets, after customer data is removed
Troubleshooting dialogues.

Typical tools: GitHub, GitLab, Jira, Linear, Confluence, Slack, Zendesk, Intercom, Notion.

What are the risks specific to saas and software companies?

Customer DPAs and terms

If your DPA says you process customer data only to provide the service, licensing it breaks the contract. Support tickets and logs usually contain customer data.

Your own privacy policy

The FTC has warned that quietly changing terms to allow AI training on data you already hold can be unfair or deceptive.

Open-source licenses and third-party code

Repos often contain vendored code under other licenses. You can only license what you own.

Secrets in code

Keys and credentials in history must be rotated and scrubbed before any transfer.

What should never leave?

  • Production databases and customer content
  • Application logs with customer data
  • Secrets and credentials (rotate them anyway)
  • Third-party and vendored code
  • Code you licensed from others

We do not handle health information under any circumstances. See Is it safe?

Qualification checklist

  • Customer agreements and DPA reviewed for secondary-use restrictions
  • Privacy policy read against the proposed scope
  • Secret scanning run on all repos in scope
  • Third-party code identified
  • Tickets filtered or de-identified with a method you can describe

Buyers that name this industry

From each buyer's published industry list. Others may accept it too.

Questions

Can a startup license its GitHub repos to AI companies?

Code you own outright is often the most straightforward asset, after secrets are rotated and third-party code is removed. Closed startups commonly license code through their wind-down.

Is your software company a fit?

Check your data

Other industries

What data qualifies · Buyer terms tracker

Last updated

Sources

  1. FTC: AI (and other) companies: quietly changing your terms of service could be unfair or deceptive