01 / On-site capture
Trained operators run our hardware kits inside live facilities — manufacturing floors, warehouses, residential homes, F&B venues.
Data InfrastructureReal-world data
Real-world data
at production scale
Distribution beats volume. We capture multi-modal robotics data inside the environments where your robots will actually deploy — and turn it into the policies and benchmarks that move autonomy from lab demo to operational shift.
10K+Hours collected
320+Active sites
12Sensor modalities
<24hAnnotation turnaround
PipelineFrom raw capture
From raw capture
to training-ready
02 / Multi-modal sync
Force, vision, depth, audio, and proprioception captured at high frequency, time-aligned at source.
03 / Specialist QA
Annotators trained on robot physics review each clip — grasp affordances, motion primitives, contact events.
04 / Deployment ready
Datasets are normalised to OpenVLA / pi0-friendly formats and pushed to your training pipeline within 24 hours.