The optimization layer for robotics foundation models

Robots learn the job where the job happens.

The models get better every quarter. The real places they have to work take years to get into — and we're already inside 341 of them. Partner with us to take embodied AI from demo to deployment, sooner.

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Find the breaking point. Then fix it.

Golden set   Commercial bar Task success rate

Step 1

Locate the failure modes

Run the model on the environment's golden set and find exactly where it breaks.

From real-world data to robots that pay for themselves.

We help labs take their models into real deployments, and help commercial sites put them to work — at a task success rate that earns a positive ROI.

Advised by researchers from leading labs and academia

  • Physical Intelligence
  • Dyna Robotics
  • NTU