Data licensing guide
Data licensing guide

Is it legal to sell company data for AI training?

Quick answer

Often, yes, especially for process documents your own team wrote, like SOPs, playbooks and internal wikis. But a company can rarely license everything a buyer asks for. Client contracts and NDAs, personal data about staff and customers (UK GDPR, US state laws like the CCPA), privileged or regulated material, and who owns staff work product can all limit what you share. Most programmes license rather than buy outright, and you agree the scope. Take legal advice before anything is transferred.

01"Selling" vs "licensing" company data

Most AI data programmes license data: you grant permission to use an agreed copy for agreed purposes, and you keep ownership. micro1, for example, says companies retain ownership of their underlying data. The licence terms (use, exclusivity, duration, resale, deletion) matter more than the word "sell".

Licensing versus selling outright: under a licence you keep ownership and grant agreed use of an agreed copy; in an outright sale the rights pass to the buyer. Most AI data programmes license.LicenceOutright saleOwnershipYou keep itPasses to the buyerWhat changes handsPermission to use an agreed copy, foragreed purposesThe data and the rights in itWhat to readUse, exclusivity, term, resale,deletionEverything: you can’t take it back
Most programmes license. The licence terms matter more than the word “sell”.

02What's usually straightforward, and what isn't

The lowest-risk material is documentation your company created and controls, with little or no personal data in it: SOPs, checklists, playbooks, internal wikis, templates and process documents, and project workflows once personal details are removed. The harder material is anything that belongs to someone else or describes a person.

What is usually straightforward to license (process documents your company wrote, with little personal data) and what needs checking first or stays out (client material under NDA, personal data, HR records, privileged or regulated material).Usually straightforwardSOPs, checklists and playbooksInternal wikis and knowledge basesTemplates and process documentsProject workflows, personal details removedCheck first, or leave outClient material under contract or NDAStaff or customer personal dataHR, payroll and medical recordsLegal advice and regulated data
A starting point for the conversation with your adviser, not a legal test.

03What can limit what you share

1. Client contracts and NDAs

Many client agreements restrict how you use information you received while doing the work. Material that belongs to clients, or that you hold under confidentiality, usually has to be excluded or cleared first.

2. Personal data (UK GDPR and US state laws)

  • UK and EU: if records contain personal data (staff or customer names, emails, notes about people), UK GDPR applies. You need a lawful basis, and using data for a new purpose has to be compatible with why it was collected, or have its own basis. People may need to be told. The ICO says that if you collect personal data intending to sell it, you must say so in your privacy information. Properly anonymised data falls outside UK GDPR; pseudonymised data (names swapped for codes) does not.
  • US: there's no single federal privacy law. State laws like California's CCPA give rights over the "sale" and "sharing" of personal information, and since 2023 that includes employee data (California Privacy Protection Agency). Sector laws also apply, such as HIPAA for health information.

Programmes usually de-identify data (micro1 says it removes or transforms personal information before sharing). But the legal responsibility for what you hand over still starts with you.

Can this record go in? If a client contract or NDA covers it, clear it or leave it out. If it holds personal data, it needs a lawful basis or proper anonymisation. Otherwise it is usually straightforward, subject to the licence terms.YesNoYesNoCovered by a clientcontract or NDA?Clear it with theclient, or leave itoutHolds personal data?Anonymise properly, orconfirm a lawful basisUsuallystraightforward: checkthe licence terms
One record type at a time. General information, not legal advice.

3. Employee data

Employee records are sensitive. In the Spirit Airlines data sale (Google won the auction with a $10M bid in August 2026; court approval was pending at the time of writing), unions and more than 120 US lawmakers objected over employee information in the dataset. Treat HR, payroll, disciplinary and medical records as out of scope unless a lawyer says otherwise.

4. Privileged, regulated and sensitive material

  • Legal advice (privilege can be lost)
  • Payment card and financial account data
  • Health information
  • Children's data
  • Anything export-controlled

Leave all of these out.

5. Who owns the work

Check that staff and contractor agreements assign work product to the company. Most employment contracts do; contractor agreements may not.

6. Selling the company later

A data licence may need disclosing in due diligence. Check whether it transfers to a buyer.

04UK and US at a glance

UK and US compared: the UK has one regime (UK GDPR and the Data Protection Act 2018, enforced by the ICO); the US has no single federal law, but state laws such as California’s CCPA, plus sector laws like HIPAA.UKUSMain lawUK GDPR and the Data Protection Act2018No single federal law: state laws suchas the CCPA, plus sector laws likeHIPAARegulatorThe ICOState regulators; in California, theCPPA and the Attorney GeneralPersonal dataNeeds a lawful basis; a new purposemust be compatible or have its ownbasisRights over the “sale” and “sharing” ofpersonal informationAnonymised dataOutside UK GDPR if truly anonymised.Pseudonymised data is still coveredThe CCPA excludes properlyde-identified informationStaff dataPersonal data like any otherCovered by the CCPA in California since2023
The headline differences only. Take advice for your jurisdiction.

05A practical checklist before you apply

  1. List your systems and how many years of history each holds.
  2. Separate your own process documents from client material.
  3. Flag records with personal data and decide what to exclude.
  4. Check client contracts and NDAs for use restrictions.
  5. Name an owner internally, and involve your lawyer before signing.
  6. Before signing, ask the programme about: term, use (can models trained on your data be commercialised?), exclusivity, resale or onward use, restrictions, retention and deletion, and security.
Six checks before you apply: list your systems, separate your own documents from client material, flag personal data, check contracts, name an owner, and ask the programme about its terms.Before you applyList your systems and how many years of history each holdsSeparate your own process documents from client materialFlag records with personal data and decide what to excludeCheck client contracts and NDAs for use restrictionsName an internal owner, and involve your lawyer before signingAsk the programme about term, use, exclusivity, resale, retention andsecurityTrackImpact · trackimpact.io/data-licensing
Print it, or copy it into your own checklist.

06Questions people ask

Is it illegal for companies to sell data?

Not in general. It depends on what the data contains, what you've agreed with clients and employees, and the privacy laws that apply.

Do I need consent from staff or customers?

Not always. It depends on whether personal data is included, your lawful basis, and what people were told. Removing personal data properly reduces the issue.

Is anonymised data covered by GDPR?

Truly anonymised data isn't. Pseudonymised data still is.

Can AI companies resell my data?

That depends on the licence. micro1, for example, says it commits not to resell or distribute data until personal and identifying information has been anonymised. Read the resale and onward-use terms.

Is it legal in the UK specifically?

The same principles apply under UK GDPR and the Data Protection Act 2018, with the ICO as regulator. Get UK-qualified advice.

Sources

Check which programmes you’re likely to matchA few short questions, about a minute. Free, no sign-up. The programme decides who qualifies.trackimpact.io/data →