The physical data layer for AI
AI needs
the real world.
Models can't touch reality. You can. Capture the world, get paid.
The data bottleneck in numbers.
2025 — Industry Indicators73%
of robotics teams cite scarcity of real-world data as their top development blocker.
SRC · Embodied AI Survey '25
47% YoY
growth in demand for embodied training data — outpacing text and image markets combined.
SRC · MarketScope Labs
$8.4B by '28
projected spend on first-party, physical-world AI training data within three years.
SRC · Pierce & Co. Research
Live collections
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