Can a software company license its business records to AI companies?
Often yes, because software companies produce the records many AI buyers look for: code, issue histories, code reviews, design documents, and support tickets. The key checks are whether you own the code (open source and contractor terms matter) and whether customer data or customer content has crept into your records.
What systems does a software company usually run on?
Most software teams keep code in a version control host such as GitHub, track work in an issue tracker such as Jira (which Atlassian describes as a tool to plan work and track projects), and write design notes in a wiki like Confluence or Notion. Add chat, a support desk, a CRM (customer relationship management software), and billing, and you have a typical record set.
Each of these tools keeps history: commits, pull request discussions, issue comments, and edits over time. That history is often what buyers are after.
- CheckAre these records your company's own?
Records you create running your business usually are. Data you hold for customers, under their contracts, often is not.
- CheckDo contracts or NDAs restrict use?
Customer, supplier and partner agreements can bar sharing even de-identified material. Read them, or have counsel read them.
- CheckDo they contain personal data?
Employee and customer details must be removed, and some laws (for example California's) give people rights over their data.
- CheckIs any of it regulated?
Health records, financial-account data and professional client files carry their own rules. Exclude them unless counsel says otherwise.
Which software company records are typically of interest to AI buyers?
Buyers generally look for records that show engineers reasoning through problems in steps, with real decisions and mistakes.
- Source code with its commit history.
- Code review discussions: what was flagged, debated, and changed.
- Bug reports traced from report to diagnosis to fix.
- Design documents and architecture decisions, including rejected options.
- Incident reviews describing outages and fixes, cleaned of customer details.
- Support tickets showing how technical issues were diagnosed for users.
Do you actually own the code?
Not always all of it. GitHub's documentation notes that code is covered by default copyright unless a license says otherwise, and that open source licenses set terms for how code can be used. Your codebase likely includes open source components under their own licenses, which you can describe but not relicense as if you owned them.
Code written by contractors or agencies is owned according to their contracts. Code built for a specific customer under a development agreement may belong to that customer. A lawyer can help you map which parts are clearly yours.
What about customer data and privacy?
Customer data is the biggest risk. Production databases, logs, customer uploads, and analytics belong to or are about your customers and their users, and your terms of service and data processing agreements almost certainly limit how you can use them. This data can also leak into places you might not expect: test fixtures, debug logs pasted into tickets, screenshots in bug reports, and support conversations.
Your users are protected by privacy laws too. The California Consumer Privacy Act (CCPA) applies to for-profit businesses that meet its thresholds (revenue is one test; see How do employee and customer privacy rules affect licensing company data?), and since 2023 it has covered employee and business contact data, which matters for business software. Ask your lawyer which state laws and customer agreements apply.
What usually has to be excluded?
Typical exclusions include the following.
- Customer data, production logs, and customer-uploaded content.
- Secrets: API (application programming interface) keys, passwords, certificates, and environment files in the repository history.
- Code owned by customers or third parties.
- Vendored third-party code under licenses that do not allow it.
- Security vulnerability reports that are not yet fixed.
- Personal data in support tickets, plus employee HR records.
How does a software company get started?
Begin with a list of repositories and tools, and flag which repositories are wholly your own work. Run a secrets scan across the full commit history, since keys removed from the current code often remain in old commits. Then decide whether customer-facing records like tickets can be cleaned well enough to include.
- Read the guide on who owns the data.
- Read the guide on preparing a data inventory.
- Read the guide on exclusive vs. non-exclusive licenses.
- Read the guide on questions to ask a buyer.
Common questions
Can we license a product we shut down?
Often yes, provided you own the code and customer data is removed. See the page on closing a company if the whole business is winding down.
Does open source code in our repo cause problems?
It can. Open source components stay under their own licenses, so they may need to be listed, separated, or left out.
Are our issue tracker comments useful?
They can be, because they show how problems were diagnosed and decided. Check them for customer names and pasted customer data first.
Can we include customer support tickets?
Only if your customer terms allow it and personal data is removed. Many companies start with internal engineering records instead.
Sources
- Licensing a repository - GitHub Docs, accessed 2026-10-15
- Jira - Project Management for the AI Era - Atlassian, accessed 2026-10-15
- California Consumer Privacy Act (CCPA) - California Attorney General, accessed 2026-10-15
- Protecting Personal Information: A Guide for Business - FTC, accessed 2026-10-15
- Updated Monetary Thresholds in CCPA - California Privacy Protection Agency, accessed 2026-10-15
General information, not legal, tax or financial advice.