New · xEmbody beta

Introducing xEmbody

Human demonstrations → Robot embodiments

Open Explorer

Physical AI data infrastructure

Grounded, robot-native training data from real human demos

We bridge the robot data gap by transforming real-world human manipulation demonstrations into robotics training datasets.End-to-end data infrastructure—from human demonstration capture and 3D grounding to robot trajectory retargeting—powered by our MSME partner network for scalable, real-world data collection.

Multimodal Grounding
vision
◦ RGB ◦ stereo pair ◦ stereo depth
imu
◦ accelerometer ◦ gyroscope
hands
◦ keypoints ◦ 3d-pose
head tracking
◦ camera pose ◦ trajectory
simulation
◦ robot embodiment ◦ motion replay
robot-native trajectories
◦ time-indexed joint configurations (qpos)
calibration
◦ intrinsics ◦ extrinsics
task
◦ labels
Hugging FacePublic datasets

Dataset collection

PI-Dojo / datasets

  • Egocentric
  • Manipulation
  • MCAP

Open data · Real-world demonstrations

Explore Our Data

We’ve made a sample of our datasets publicly available on Hugging Face. Real-world egocentric manipulation data, packaged in MCAP and structured for robotics and Physical AI research.

Contact us

Build With Us

Tell us about your target tasks and environments. We’ll take it from there.