01Scene family

Commercial Operations

25,636 hours in inventory · 25.6% of corpus · ships in 12 business days

Storefront service, customer interaction, counter operations and stock handling in live retail and service sites.

Control L1–L5 4D MOCAP 3D RETARGET
TASKS COVERED

counter service · customer handover · stock replenishment · till and terminal operation · packaging · display arrangement · queue handling

WHY IT IS HARD

Tasks here are interleaved and interrupted. An operator suspends a manipulation mid-sequence to serve a customer, then resumes it. Policies trained only on uninterrupted demonstrations break at exactly that point — the resume, not the grasp.

What you get

Licensed by annotation depth. A first engagement usually starts at Control L1–L3.

DELIVERY LEAD TIMES

Start with existing inventory.

Instead of waiting months for collection.

Evaluation subset (≤ 50 h)
on request
5 business days
Single scene family, Control L1–L3
up to 25,636 h
12 business days
Family with aligned layers, Control L1–L5
by scope
17 business days
Multi-family program
by scope
22 business days
Targeted re-capture at a contracted site
by scope
scoped per engagement

In storage.

Hardware-synchronized by default. Delivered in UMI, LeRobot, RDT, Open-X-Embodiment or MOVAS native — to your cloud, your VPC, or air-gapped media. Rights structure published at data rights.

FAQ

Commercial Operations — Common Questions

25,636 hours are in inventory today, 25.6% of the MOVAS-Ego 100K corpus. This is captured and refined material in storage, not collection capacity. A single family at Control L1–L3 ships in 12 business days; an evaluation subset ships in five.

Control L1–L5 control annotation and Human2Robot retargeting are available across the family. 4D ground truth, motion capture and 3D assets are available for the instrumented subset; real coverage is stated on the data card rather than averaged.

Yes, at sites already under contract. If your policy fails on a specific step we can return to the same site, with the same fixtures and objects, and capture that failure mode with 4D and mocap on the same take.

Request this family.

Tell us the failure mode you are working on and we will scope the smallest subset that moves it.

Request a Subset

Data moves robots. MOVAS moves data.