Autonomous data collection

Automated data collection for robot training

Unattended real-robot runs, variations, outcomes, and verified training data — inside your existing stack.

Kick off real-robot data collection that runs on its own — no operator babysitting each episode.

Sweep poses, objects, lighting, and task parameters automatically to cover the long tail.

Every run is scored and logged with success/failure outcomes and the signals behind them.

Episodes are validated and packaged into clean, training-ready datasets you can trust.

How it works

Launch unattended real-robot runs from inside your existing stack.

Automatically perturb scenes and task parameters to broaden coverage.

Record results, scores, and outcomes for every episode.

Get verified, training-ready data — no manual cleanup pass.

Tell us a bit about what you're building and we'll get you set up.