Not a lab, a working floor. People at real workplaces and in real homes wear a head-mounted camera and do their normal work. You get first-person footage of real skills at real speed, captured to your spec and annotated by our own team.
Operators set up, run and inspect a commercial press while wearing the camera. Two-handed, repetitive work around heavy machinery, filmed during a real shift.
A walkthrough of the press floor, the operators' own head-mounted footage, and how a captured clip turns into labelled training data.
Everyday kitchen work filmed at home: pans, glasses, bowls and plates washed at the sink. Bimanual handling of wet, reflective and transparent objects, the kind household robots struggle with.
The same capture setup and review standard, taken to new kinds of work.
Working sheds where routine animal-care tasks repeat across long shifts.
Close-range grooming work, where fine hand skills are performed on people rather than objects.
Tell us the setting and the tasks. We scope it with you and send operators to capture it.
Talk to us →Choose the environments, tasks and hours you need, along with resolution, frame rate and field of view.
Operators wear a head-mounted camera and do their normal work, so the footage shows real skills at real speed.
Footage is reviewed against your spec before delivery: framing, hand visibility and task coverage.
Optional. Our in-house team cuts footage into atomic-action clips with per-hand descriptions.
Annotation runs through the same four-review pipeline as our live VLA program. See the pipeline →
Tell us the environments, tasks and hours you need. We will scope a pilot collection and show you sample footage from a matching site.
