Robotics · Physical AI · Real-world data
Custom Data Collection for Robotics and Physical AI
Custom capture programs for your robot, sensors, and environments. From pilot to production handoff.
Warehouse, humanoid, manipulation, and AV teams
Industries
Capture programs by deployment domain
Autonomous Vehicle Data Collection
On-road and closed-course multimodal AV capture for lighting tails, weather, interventions, and geospatially documented evaluation slices.
Humanoid Robot Data Collection
Whole-body teleoperation, manipulation, locomotion, and recovery capture for humanoid training pipelines in homes, labs, and industrial settings.
Industrial Manipulation Data Collection
Assembly, insertion, and material-handling capture in factory cells, with force/torque traces, vision occlusions, and tool-change episodes.
Warehouse Robotics Data Collection
Capture teleoperation, pick-place, AMR, pallet, and conveyor data in real warehouse settings with operational variability and synchronized sensors.
Capture programs
Built for the field. Not a catalog.
Operant is a capture partner for robotics and physical AI teams. We scope programs around your deployment context: contact-rich manipulation, synchronized multi-camera rigs, and tail behaviors your eval can trust. Never a one-size-fits-all download.
How we work
From discovery to handoff
Scope
Discovery call to align on environments, sensors, behaviors, volume, and acceptance criteria.
Pilot
Short pilot capture to validate calibration, labeling, and pipeline integration before scale.
Scale
Production collection with QA checkpoints, diversity targets, and edge-case coverage.
Handoff
Deliverables in your formats with documentation, provenance, and optional ongoing collection.
What teams get wrong about robotics data
- 01
Strategy that matches your stack
You know custom data matters. We align capture to your robot, sensors, and eval goals, not generic catalog downloads.
- 02
Pilot before you scale
Validate calibration, labeling, and pipeline fit in weeks before committing to full production volume.
- 03
Documented provenance
Every engagement ships with QA reports, sync characterization, and metadata your ML team can audit.
- 04
Integrated deliverables
Logs and labels in formats your training stack expects. No rip-and-replace of existing tooling.
Frequently asked questions
Ready to scope your capture program?
Book a discovery call to align on sensors, volumes, and timelines.
Contact
Start a conversation
Tell us about your robot, sensors, and data goals. We'll reply within one business day.