Data infrastructure for physical AI

Physical intelligence starts in the real world.

We build data infrastructure for machines to perceive, understand and act.

Human activity and robotic manipulation in a shared workspace

Observation. Movement. Interaction.

Support & affiliations

Founders, Inc.
The Residency
NVIDIAInception program

The learning frontier

Intelligence needs experience.

Seeing, moving and interacting create the signals physical AI learns from. We build the infrastructure to bring them together.

For robotics, world & action models, and simulation.

Our approach

From physical interaction
to machine learning.

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Research

Studying how physical experience becomes useful for learning.

Our research

Physical experience

The signal is in
the interaction.

Video, motion and contact tell different parts of the same story. Our capture systems preserve those signals; Actuate makes them usable together.

See a capture sample

Research

What makes experience learnable?

Explore research

How does capture quality shape the learning signal?

How can video, motion and contact share a representation?

What connects observation to action?