Whole jobs
Setup, retries, failures, cleanup — the full job, not the clean take.
Real-world training data for humanoid robots.
First-person video of professionals doing real paid work — cleaning, repair, assembly — in customers' homes across Europe, the Gulf, and North America. Not chores staged for a camera.
Diverse and recurring
Thousands of homes across the network, where rare repair and assembly tasks recur.
Consented at source
Consent captured at marketplace, worker, household, and episode level.
Delivered in standard ML formats — RLDS, WebDataset, HDF5.
Training a humanoid model? Let's talk data.
Tell us the tasks and formats you need — we'll match them to work already happening.