01
Intermittent
Brief contact, rigid objects
Shelf replenishment · counter service
from the tasks robots struggle with most.
Residential capture is dispatched staff, not consumers.
All nine scene familiesFive captured. Four engineered. One take. Full specification →
Hardware-synchronized. UMI · LeRobot · RDT · OXE · MOVAS native.
Assembled by difficulty, not by scene.
Brief contact, rigid objects
Hands stay on while the shape changes
Force through a held tool
Sub-millimeter clearance
Assigned per clip at L5, not inferred from the scene family.
Rejections ship on the data card too.
A yardstick for embodied policies, not video understanding. Open tasks, sealed splits, independently reproduced.
Open core · reproducible · academically governedEvaluation subset of up to 50 hours in five business days. A full scene family at Control L1–L5 in twelve, seventeen with aligned layers. The hours exist already; nothing here is a collection schedule.
Name the scene family, sub-class and the failure mode your policy is stuck on. Work that is not in inventory can be re-captured at a contracted site, priced per site-month.
Control Control L1–L2 on the full corpus; L3–L5 follow the published yield. Optional aligned layers add 4D, motion capture, 3D assets, retargeting and the feasibility record — all time-locked to the same clip.
Yes. MOVAS signs with the operating business first and the individual second, and every clip carries a consent id traceable to both. An individual cannot license their employer’s premises, processes or the colleagues in frame.
Faces, plates, screens and documents are redacted on-device before upload; precise GPS is dropped at the edge; pre-redaction footage is destroyed on a 90-day schedule. Cross-border delivery follows each jurisdiction’s own data-transfer procedure, scoped before a program starts. Air-gapped delivery available.