phydata

Apply for up to $20,000 in physical AI data credits.

Tell us the capability your system needs that available data does not cover. phydata will evaluate the request and, if approved, propose a collection around the task, difficult conditions, signals, and outcomes.

Explore the domains
For YC founders$20K

Apply for up to $20,000 toward an approved collection scope for the capability your model needs next.

Train on what available data leaves out.

Robot manipulation, field autonomy, surgical motion, tool use, edge cases, or a physical task unique to your product.

  1. 01
    Scope

    Define the capability, conditions, signals, and success criteria.

  2. 02
    Capture

    Run real demonstrations and retain failures, corrections, and recoveries.

  3. 03
    Structure

    Synchronize every stream and link each derived label to its source evidence.

  4. 04
    Deliver

    Provide validated training data in the model team's schema.

Give your physical AI the experience it is missing.

If approved, the credit applies to an agreed phydata collection scope and has no cash value.