Inspect real-world human demonstration data.

Browse consent-first data examples across factory, household, retail, and custom embodied AI task programs.

Consent-firstConsent and commercial-use workflows

Multi-angle readyEgocentric, tripod, and custom rigs

Metadata includedTask, object, environment, and QA notes

Library

Current showcase clips

Evaluate task fit, capture context, metadata coverage, and delivery format before committing to a pilot.

Preview

Capture reel

A representative reel showing real-world task capture across operational environments.

Factory, household, retailMP4 + metadata

captureworkflowconsent-first

Preview

Dataset sample

A representative human demonstration sample prepared for robotics model evaluation.

Operational environmentsMP4 + JSON

bimanualreal-worldrobotics

Evaluation-ready

A focused sample package gives technical and procurement teams enough evidence to assess quality, rights, and integration fit.

Curated task clipsRepresentative sequences from the environments and workflows you care about.

Rights documentationClear consent methodology and commercial-use status for buyer review.

Metadata previewExample JSON or CSV schemas with task, object, environment, and QA fields.

Capture recommendationA practical path from evaluation sample to a production collection program.

Send the environment, objects, robot task, target hours, and schema. We will scope a focused evaluation sample and collection path.