PeakAI

The data gap
is staggering.

Language AI 0M hours

Robotics 0K hours

120,000x gap

$1,200

Per 500 demos
via teleoperation

12 mo

To collect 76K
trajectories (DROID)

$80K

Production
teleop hardware

Foundation models need millions of demonstrations.
The largest robotics dataset has 1M episodes — collected by
21 institutions over years. That's not how you scale.

Capture. Process. Deliver.

01 CAPTURE

Multi-Sensor Recording

Egocentric stereo, depth, IMU, force-torque across real environments.

02 PROCESS

Segmentation + Depth

Instance segmentation, dense depth estimation, 6-DoF pose extraction.

03 VALIDATE

Physics Checks

Automated consistency validation. Outlier rejection. Quality scoring.

04 RECONSTRUCT

3D Fusion

Multi-view reconstruction. Point clouds. Complete scene understanding.

05 LABEL

Task Taxonomy

500+ task types. Object classes. Environment metadata. One taxonomy.

06 DELIVER

API + Formats

LeRobot, Open X, HDF5. Streaming API. Version-controlled releases.