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AI Circle · Resources · Maps

AI Circle · Resources · Maps

Maps of the human data ecosystem.

Maps of the human data ecosystem.

Interactive market maps of the companies selling human data for AI. Search, filter, shortlist, and suggest companies we should add.

Interactive market maps of the companies selling human data for AI. Search, filter, shortlist, and suggest companies we should add.

All maps

All maps

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Back to resources

Human Data for Physical AI

Market map

Human Data for Physical AI

Companies providing human data for physical AI, grouped by data type, with public funding above $10M.

Explore the map →

Physical AI Atlas

Interactive atlas

Physical AI Atlas

Search, filter, and shortlist human data vendors for physical AI across egocentric, teleoperation, synthetic, and more.

Open the atlas →

Multilinguality Map

Interactive map · New

Multilinguality Map

Companies selling multilingual human data for AI, across localization, evals, speech, RLHF, and low-resource languages.

Open the map →