From Aribase
Insights
Notes from Aribase on the market for AI training data: how private deals work, what the disclosed deals teach, and where value concentrates.
- Guide
How to License Your Company's Data to AI Labs in 2026
A practical guide to licensing your company's data to AI labs: what qualifies, how an assessment works, how private deals work, and what to expect week by week.
- Pricing
What AI Training Data Is Worth: Lessons from Disclosed Deals
What disclosed AI training data deals teach about value: six deal archetypes, the scarcity logic behind pricing, and why a price is set in the written license agreement, not quoted in advance.
- Rights
The Rights Checklist Before Licensing Data for AI
The rights checklist before licensing data for AI: ownership, consent posture, third-party material, and identities. What preparation fixes and what must already be true.
- Code
Why Production Code Repositories Matter for AI Training
Why production code repositories matter for AI training: what buyers evaluate, why intact history matters, and how context multiplies value.
- Market
The Private Data Gap: What Labs Cannot Get from the Open Web
The private data gap: why the open web is exhausted, what AI labs cannot scrape, and how discreet licensing moves private archives to the teams that need them.
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