Real-world data for physical intelligence
From real-world egocentric capture to model-ready training data.
The data robots learn from.
We capture real work as it happens and deliver robotics-ready training data: enriched, annotated, in your format.
Five layers. One system.
How a worker's shift becomes training data: one pipeline from photons to your schema, with quality measured at every step. Then the loop closes: your eval results become the next capture brief.
See how raw capture becomes model-ready dataCapture
Global shutter rigs worn during real shifts. 20,000 collectors across five continents.
Sync
Timestamps written into the pixels of every frame. Sync survives every copy, transcode, and cut.
Refine
Automated ingest: hardware transcode, hand pose and depth enrichment, session assembly.
Verify
Every batch ships with a QC report: frame timing, drop rate, sync integrity. Under 0.1 percent frames lost, measured.
Deliver
Your schema, not ours: mcap, custom protobuf contracts, per-customer format compilers. Fleet firmware ships over the air.
Every batch graded. Weak batches never ship.
Task claims are checked against pixels, clip by clip. Every delivery carries manifests, checksums, and a batch grade.
Three streams. One clock.
The rig our own collectors wear every day, available to labs and data teams. Field problems become hardware revisions in weeks, not quarters. Ultra-wide field of view: arms overhead, hands still in frame.
- Cameras
- 2× global shutter, color, 1920×1200, up to 60 fps
- Stereo sync
- <1 µs
- IMU to exposure
- 6-axis, timestamped in every frame, <10 µs
- Multi-device sync
- <100 µs across additional USB cameras
- Field of view
- Ultra-wide fisheye, multiple lens configurations
- Calibration
- Measured per-device report: stereo extrinsics + camera-IMU
- Output
- mcap for ROS 2, or raw video + IMU stream
- Runtime
- 12+ hours on a power bank, microSD, Wi-Fi live preview
- Configurations
- Stereo headband, multi-camera headband, wrist camera
In production use with US customers. In stock: $1,180 per unit, $850 at 25 or more. Large batches ship in 1 to 2 weeks.
Tell us what you're training.
We scope the dataset, design the pipeline, and deliver training-ready data on your timeline. Start with a sample plan and the smallest useful pilot.








