Commercial Operations
Storefront service, customer interaction, counter operations and stock handling in live retail and service sites.
counter service · customer handover · stock replenishment · till and terminal operation · packaging · display arrangement · queue handling
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 L1–L3.
- L1–L5 Control Annotation — Full corpus
- 4D Multi-View Ground Truth — 10,000+ hours
- MoCap Kinematics — Millimetre
- 3D Scene & Object Assets — 50,000+ meshes
- Human2Robot Retargeting — 5 end-effectors
Start with existing inventory.
Instead of waiting months for collection.
All hours quoted are captured, refined and in storage — not collection capacity. Where a figure refers to work not yet captured, it is labelled as such.
Hardware-synchronised 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.