Physical AI tools

For robotics labs and data vendors: capture protocols, GR00T/LeRobot dataset checks, and (when live) credit-gated caption and failure mining. Not a chore-video marketplace. Not maker or bookkeeping tools.

All tool collections

Robotics data tools

Coming soon
Capture kit generator — shot list, consent, and QA pack

Capture Kit Generator

Shot list, modality.json templates, consent form, naming rules, and QA checklist for one embodiment and task.

  • Zero tokens
  • ZIP / PDF pack
Coming soon
GR00T dataset doctor — meta JSON layout QA

GR00T Dataset Doctor

Validate meta/ JSON, v2 vs v3 layout, and draft modality.json. Meta files only — not a 50 GB video lab.

  • Zero tokens in v1
  • Scorecard + draft JSON
Coming soon
Robot data recipe — web, ego, sim, and real hours mix

Robot Data Recipe Calculator

Recommended mix of web / ego / sim / real hours and rough cost. On-screen math free; SOP PDF behind credits.

  • Zero tokens
  • GR00T-shaped mix
Coming soon
Episode captioner — video to labeled episodes

Episode Captioner

Cut long ego/wrist video into language-labeled episodes. Canned demo until you log in and buy credits. No unpaid API calls.

  • 8× margin gate
  • Debit credits first
Coming soon
Failure miner — slip, miss, drop, and recovery clips

Failure Miner

Find slip, miss, drop, takeover, and recovery clips. Same credit gate as Captioner. Ships after a cost bench clears 8×.

  • Recovery taxonomy
  • Login + credits
Coming soon
Can I request a feature or report a bug?

Yes — use the Kick-Start.ai Contact page. We welcome feature requests, bug reports, and ideas for new tools.

Found a bug or want a feature? Send it on the Contact page — we welcome reports, requests, and ideas for new tools.

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