Topic · 9 notes

AI Data Sales

An AI data sale is a license that lets an AI company use a business's proprietary data, such as tickets, documents, code or communications, to train or evaluate models and agents. The company keeps ownership, decides what is offered, and is paid for the license. Most deals are structured as licenses, not outright sales.

Start here · GuideHow to sell your company's data to AI companiesA step-by-step guide for operating companies that want to license proprietary data to AI labs and data buyers: what buyers want, how deals are structured, rights and privacy, and how to start.Read the guide →

Comparisons

Data licensing vs. selling the company: when data is the hidden asset in M&AHow owners should think about proprietary data when weighing a sale: licensing data before a sale, presenting data value in the CIM, and how acquirers diligence data rights.Oct 22, 2026

Reviews

Data marketplaces, brokers, wind-down platforms and advisors: ways to sell data to AI buyers, reviewedAn honest review of the ways to license company data to AI buyers: data marketplaces, wind-down platforms, data vendors, direct deals with AI labs and advisor-led processes.Oct 22, 2026

News & analysis

AI labs are buying data from dead startups. Living companies should pay attentionNews analysis of MIT Technology Review's October 2026 report that AI labs are buying code and workspace data from shut-down startups, and what operating companies should learn from it.Oct 22, 2026

Playbooks

Shutting down? How to sell your startup's data and code firstA playbook for founders and boards winding down a startup: which assets AI buyers and acquirers want, how to protect employees' and customers' privacy, who approves the sale and how to run it quickly.Oct 22, 2026

Checklists

The data rights checklist to run before any AI licensing dealA checklist of the rights and privacy questions to answer before licensing company data to AI buyers: customer contracts, privacy notices, employee data, third-party content, platform terms and deal terms.Oct 22, 2026

Explainers

AI Data Sales: common questions

Can a normal company sell its data to AI companies?

Often, yes. AI labs want records of real work: how tickets were resolved, how documents were revised, how decisions were made. Whether a specific company can sell depends on its rights to the data and on privacy obligations.

Do you sell the data or license it?

Most deals are licenses. The company keeps ownership and grants defined rights for a defined use, often for a defined period.

Is selling company data to AI companies legal?

It can be, when the company has the rights to license the data and handles personal information properly. Customer contracts, employee data and privacy law all matter, so every deal needs a rights review with counsel.

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