Custom Data Collectionfor Robotics and Physical AI.
Operant designs and runs custom real-world data collection for robotics and physical AI teams. Programs cover teleoperation, multi-sensor synchronization, and edge-case scenarios in your environments, delivered to spec from a short pilot to production scale. We are a capture partner, not a dataset marketplace or catalog.
Built for the field. Not a catalog.
Real-world data starts with your deployment, your stack, your eval.
Capture is scoped to your robot, sensor suite, and evaluation goals, not a generic catalog download.
View servicesWarehouses, homes, labs and light industrial sites, with the lighting, clutter and people your models will meet.
Calibration, sync characterization and QA reports ship with every delivery, so your ML team can trust the data.
Capture programs by domain
Warehouse, humanoid, industrial, mobility, field, and clinical collection scoped to the environments your models will actually meet.
Warehouse Robotics
Capture teleoperation, pick-place, AMR, pallet, and conveyor data in real warehouse settings with operational variability and synchronized sensors.
AMR, pick-place and pallet capture on site
Humanoid Robot
Whole-body teleoperation, manipulation, locomotion, and recovery capture for humanoid training pipelines in homes, labs, and industrial settings.
Whole-body teleop and dexterous manipulation
Industrial Manipulation
Assembly, insertion, and material-handling capture in factory cells, with force/torque traces, vision occlusions, and tool-change episodes.
Force/torque traces on contact-rich tasks
Autonomous Vehicle
On-road and closed-course multimodal AV capture for lighting tails, weather, interventions, and geospatially documented evaluation slices.
Rain, low-light and disengagement tails
Agricultural Robotics
Field capture for row navigation, weeding, harvest, and implement work, with crop-stage, lighting, and soil variation your models will actually meet.
Row nav, weeding and harvest in real fields
Hospital Robotics
Clinical corridor and logistics AMR capture for carts, elevators, and staff traffic—not OR procedures and not warehouse aisles.
Clinical AMR logistics and unit access
From discovery to scale
One program, scoped to your stack: from the first discovery call to production capture and deliverables your team can audit.
- 01 / 03
Scope
Discovery call to align on environments, sensors, behaviors, volume, and acceptance criteria.
- 02 / 03
Pilot
Short pilot capture to validate calibration, labeling, and pipeline integration before scale.
- 03 / 03
Scale
Production collection with QA checkpoints, diversity targets, edge-case coverage, and deliverables in your formats.
Capture programs
Scenario templates across the domains we collect in. Every program is scoped to your stack.
Scenario
Dual-arm kitchen manipulation in homes
Dual-arm kitchen manipulation in residential environments
Scenario
Garment folding teleoperation capture
Teleoperated garment folding, layer handling, and recovery on deformable cloth
Scenario
Humanoid Door Opening Teleoperation Capture
Humanoid door opening, threshold traversal, and recovery in real environments
Scenario
Humanoid home navigation and reach
Humanoid navigation and reach in furnished homes
Services and industries
- Edge-Case Data Collection for Robotics
- Imitation Learning Data Collection
- Multimodal Robotics Data Collection
- Physical AI Data Collection
- Agricultural Robotics Data Collection
- Autonomous Vehicle Data Collection
- Construction Robotics Data Collection
- Delivery Robotics Data Collection
- Foodservice Robotics Data Collection
- Hospital Robotics Data Collection
Frequently asked questions
Let’s scope your capture program.
Book a discovery call to align on sensors, volumes, and timelines.
Start a conversation
Tell us about your robot, sensors, and data goals. We'll reply within one business day.