Custom, U.S.-verified data collection for robotics and embodied AI — reaching the environments open datasets and offshore vendors can't, with the consent documentation and chain-of-custody enterprise buyers require.
Free, large-scale egocentric datasets now cover generic household and factory footage. We focus where access, credentialing, and compliance are the bottleneck — not the camera.
We start with household collection to prove out our pipeline, then move into trades, industrial, and controlled healthcare environments — where access and compliance, not just cameras, are the real differentiator.
Every sample ships the same way a full campaign does — raw footage, specs, QC, and metadata — so you know exactly what you're buying before you order more.
Request the Sample PackYou get consistent, labeled, ML-ready footage — not a folder of raw phone videos.
| Mount | Head-mounted or eye-level |
| Resolution | 1080p minimum |
| Frame rate | 30fps minimum |
| Devices | iPhone, Pixel, Samsung flagship |
| Lighting | Natural lighting preferred |
| Framing | Visible hands, natural movement |
| Location | Real homes — not staged sets |
| Contributors | U.S.-based, identity-verified |
Tell us what you need — e.g. "250 hours of people folding laundry" — and we take it from there.
Task, volume, and any custom requirements for the campaign.
Contributors are recruited and assigned; footage is captured and QC'd.
Structured dataset with metadata. You pay only for accepted hours.
We reach environments — trade sites, industrial floors, controlled care settings — that open datasets and gig networks can't easily get into.
Full consent documentation and chain-of-custody for teams whose legal or compliance requirements rule out open or offshore data.
You define the task. Groundwork executes the collection — from a single pilot to an ongoing retainer.
From small pilot studies to enterprise collection campaigns.
Tell us what you're trying to collect — a one-time pilot or an ongoing collection partnership — and we'll show you what's possible.