From brief to delivered dataset.

Tell us what you're training.

• Fill in the scoping form with your task type, target environment, modality, estimated volume, and preferred format.
• We review within 2 business days and schedule a short call to confirm scope and timeline.
• You receive a dataset design proposal before any capture begins — no surprises.

Real-world demonstrations, fully annotated.

• Our collector network captures egocentric demonstrations in the agreed environment and task conditions.
• Each clip is processed through the annotation pipeline: depth maps, pose estimation, segmentation masks, contact timing, and structured metadata.
• Multi-layer QA review before any clip exits the pipeline. Clips that don't meet threshold are rejected — not passed to you.

Training-ready data, in your format.

• Dataset delivered in your format — LeRobot, RLDS, Open X-Embodiment, or a custom schema agreed at scoping.
• Every delivery includes a QA report with per-clip annotation accuracy scores and a provenance summary.
• Post-delivery support for integration questions. If anything doesn't look right, we fix it.