Real world. Real data.
The data factory
for robots.
Dedicated labs. Human expertise.
Model-ready data for physical AI.
Built for the physical worldPilot cell
In motion. In production.
In motion. In production.
Better data.
Better instincts.
From your model’s gaps to its next breakthrough. Captured, checked, and ready to train.
01
Teleoperation
Real robots. Expert demonstrations. Synchronized action and state.
02
Egocentric capture
The world through human eyes. First-person demonstrations, task by task.
03
UMI datasets
Two hands. More environments. Rich, real-world manipulation data.
04
Validation sets
Held-out tasks and edge cases. Know what your model can really do.
Not a marketplace.
A factory.
Purpose-built cells. Certified operators. Accountable quality. One partner owns the whole loop.
Spec→Cell→Capture→Validate→Deliver