AI Training Data Resources
Guides, comparisons, and explainers on sourcing licensed, rights-cleared data for AI.
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Can a Company License Its Data for AI? What Owners Should Know in 2026
Operating companies can now license their operational data for AI training and get paid for it. What buyers want, what to exclude, and how a serious process works.
What Is Enterprise Operational Data? A Guide for AI Teams and Data Owners
The data companies generate by doing real work has become an AI training asset. What counts as operational data, why labs want it, and what makes it valuable.
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AI Training Data Statistics 2026: Market Size, Deals, and Lawsuits
Every number that matters in the AI training data market: sizes, deal values, settlements, and vendor economics, each one sourced and dated. Updated monthly.
Troveo vs Protege: Comparing the Licensed AI Data Marketplaces
Two marketplaces, one thesis: AI needs licensed real-world data. Where Troveo and Protege each focus, where they differ, and how buyers choose between them.
Micro1 Alternatives in 2026: The Expert Vetting Landscape
Micro1 scaled from AI recruiter to expert data supplier for frontier labs in record time. Who competes with it, and when you need data instead of experts.
Prolific Alternatives in 2026: Human Data for AI, and for Research
Prolific turned a research participant pool into a human data platform for AI. Who competes with it on both sides, and when the answer is licensed data instead.
Handshake AI Alternatives in 2026: The Expert Data Landscape
The career network turned expert data supplier overnight. Who competes with Handshake AI for expert data and RLHF, and when you need data experts cannot write.