AI Training Data Resources
Guides, comparisons, and explainers on sourcing licensed, rights-cleared data for AI.
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How Automotive Companies Can License Their Data to AI Labs
Automotive companies hold years of design, test, production and warranty records that AI labs want to learn from. Here’s why, what OpenAI’s GDPval benchmark shows, what you can license, and what has to stay out.
How Logistics Companies Can License Their Data to AI Labs
Logistics is on the list of industries buyers pay a premium for. Here’s why, what OpenAI’s GDPval benchmark shows, what a logistics company can license, and what has to stay out.
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How to Sell RL Environments to AI Labs (and What They Pay in 2026)
Labs are spending heavily on places for their agents to practice, and a startup that can build a convincing environment with a verifier that holds up has something to sell. Here's who's buying, what they pay per task and per environment, and the three ways to reach them.
What Agencies and Consultancies Can License to AI Labs
Agencies, consultancies and dev shops hold years of proposals, project records, playbooks and code, and most of that work was done for clients. Here's what you own, what your clients own, and how to license your firm's operating history to AI labs without touching a client deliverable.
Data Monetization Examples: How Companies Turn Their Data Into Revenue in 2026
Data monetization used to mean dashboards and data products. Now it also means AI labs paying six figures for the record of how a company runs. Here are the four ways companies earn from their data, with the public examples and prices behind each one.
Your Company Runs on Google Drive. Here's What Those Docs Are Worth to AI.
You don't need a database or a codebase to license your company's data. Ten years of proposals, SOPs, specs and project folders is a record of how your company works, and AI labs are paying for that. Here's what's worth licensing and what isn't.
Shutting Down Your Startup? How to Sell Your Code and Data to AI Labs
Your repo, your tickets, your Slack, your docs. If you're winding down a startup, those are assets AI developers pay for, and the window to sell them closes when the subscriptions lapse. Here's who buys, what it pays, and what to do first.