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Data collection Speech delivered at scale. Video, image and text collected to spec. Data annotation Transcription, alignment and labels, any data type. Request data Name the failure. We collect it, transcribe it and license the set. Record & earn Contribute your own recordings and get paid for accepted clips.

Physical Intelligence

EgocentricFirst-person video of real people doing real tasks. DepthRGB-D, stereo and LiDAR capture for 3D scenes. TeleoperationHuman-guided robot demonstrations, one episode at a time. UMI GripperIn-the-wild wrist-gripper demos for grasp generalization. Hand PosePrecise hand and finger tracking for manipulation tasks. TactileTouch and force-sensor data paired with video. Bring Your Own RigUse your own capture hardware with our contributor network. Video AnnotationFrame-level labels for physical-world footage.

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Category: Robotics

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Featured

Teleoperation Explained

What a teleoperation episode records, how its streams stay synchronised, and why calibration and session metadata matter for…

Sep 30, 2026 · 8 min read

Physical Intelligence

From Human Demonstrations to Self-Improving Robots: The Data Behind Physical AI

How Robots Learn from Data Many robot skills start as a set of recordings, and one of the…

Sep 24, 2026 · 12 min read

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Physical Intelligence Overview Samples Egocentric Depth Teleoperation UMI Gripper Hand Pose Tactile

Research Speech-to-text benchmark Speech-to-speech benchmark RL Environments Method Field notes

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