For AI and robotics teams
Egocentric data for robotics and physical AI
First-person video of genuine work in homes and in commercial and industrial workplaces, collected through verified partners and reviewed before delivery.
Request a dataset
Use cases
Where teams use our data
Robot manipulation and tool use
See how skilled workers grip, handle and use tools on real tasks.
Physical AI and world models
Ground models in how real work unfolds in real homes and workplaces.
Research
Study hand-object interaction and task structure from the worker's view.
Data quality
Reviewed before it reaches you
Review before delivery
Footage is quality-checked before acceptance. Footage that fails review is not delivered.
Hands visible
Head-mounted capture angled toward the hands, so interactions stay in frame.
Real tasks
Genuine work performed naturally in the person's normal home or workplace. No staging.
Compliance
Consent, permission and privacy
Consent
Consent from everyone who appears in the footage.
Site permission
Household or written workplace permission before recording.
Privacy
No customers, sensitive documents, screens or restricted areas filmed.
Inquiry
Request a dataset
Tell us the categories, volume and regions you need. We will scope it with you.