Rights-cleared embodied data: egocentric video, hand-pose tracks, and facility scans, captured inside real, US based operating businesses. Full worker consent. Clean provenance.
You can scrape the internet for language. You can't scrape it for a person manipulating real objects, in real clutter, at hour seven of a shift. Mock spaces give you clean props and the same three scenes. And the moment real people appear in frame, your legal team stops the project. Real-world access with clean rights is the hard part, and it's the part we own.
Real workers, real clutter, real edge cases. Hand-pose tracked, episode-segmented, in your annotation schema.
High-fidelity scans of the operating environment that ground your sim and world models in real geometry.
On-embodiment collection inside the real facility: your robot, your spec, our operators, our access, our consent.
Not a staged set. Live businesses with the variety, clutter, and edge cases your policies actually fail on.
Every dataset ships with a provenance package: worker consent chain, facility NDA carve-outs, license terms, built to pass your counsel.
Hiring, training, and managing the workforce to capture data is our core competency. You get episodes. We carry the operational load.
The task and conditions your team needs more of.
One to two hours of curated, rights-cleared data in your format, within 48 hours of a yes.
Run it on your pipeline. The data makes the case.
Recurring collection to spec, or we stand up and run the whole data engine for you.
| License | Hosted Teleop | Run Your Data Engine | |
|---|---|---|---|
| What | Rights-cleared datasets plus facility scans | We host your robot cell in a real facility and run sessions | Fully outsourced collection: our operators, facilities, your spec |
| Best when | Testing whether real-world data lifts your model | You need on-embodiment data from environments you can't access | You've validated the lift and want to scale without an ops org |
| You get | Pre-train priors, world-model grounding | The exact data you trust, from a place you can't otherwise reach | Recurring episodes at volume, none of the staffing headache |
Tell us one task spec and we'll send a free, rights-cleared sample slice in your format this week. No deck. No commitment. The data makes the case.