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Case studies

Programs we’ve shipped

Five anonymized case studies covering humanoid, surgical, warehouse, mobile manipulation, and aerial programs. Full versions available under NDA.

All case studies

Real programs, real metrics

Anonymized. NDA versions available on request.

CASE STUDY 01

Fifty thousand trajectories across three humanoid morphologies. Cross-embodiment data drove the efficiency gain.

Humanoid • Production

CASE STUDY 02

Procedure-grade teleop data from clinician operators. HIPAA-bound capture. FDA audit-ready trail.

Surgical • Clinical trial stage

CASE STUDY 03

Ten thousand pick episodes across SKU diversity. Edge case sweeps closed the deformable gap.

Warehouse • Production

CASE STUDY 04

Stretch RE-3 platform. One thousand long-horizon episodes in real kitchens. Failure-recovery data was the unlock.

Mobile manipulation • Production

CASE STUDY 05

Industrial drone and ground AMR captures fused for urban perception model. Three-week capture cycle.

Aerial • Research

What our partners say
The case studies were what convinced our board. Five anonymized programs across five verticals, all with hard metrics. That’s what diligence looks like.
Daniel Kuo
Head of Robotics, Helix Industries

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