From Demonstration to Deployment

Human demonstration, robot teleoperation, in diverse and wild environments, by Hub's skilled operators.

Robot deployment

A dual-arm mobile manipulator, two arms on a vertical lift on a white mobile base, in a brick-walled workshop

Manipulators

Mobile manipulators collecting on-policy data in warehouses and industrial sites

A black humanoid robot carrying the Hub mark on its chest

Humanoids

Full-body teleoperation and autonomy in working environments

A grey quadruped robot with a sensor on its back, walking through a brick-walled workshop

Quadrupeds

Legged robots covering real sites, from stairs to shop floors

A hand holding a black handheld gripper with a camera mounted on top and tracking markers on its fingers, over a steel workbench

Grippers

Handheld grippers recording manipulation data in real workplaces

The largest network of data operators

860kKYC'd unique operators (Didit)
7,300+Verified commercial sites
100+Industries
680+Catalogued tasks

Human demonstration at scale

Diverse on-demand egocentric data collected at scale in the real world

6-camera view
3D hand tracking
3D body pose reconstruction
Depth
View full video on X.com
View on Hugging Face

Open-source for research

Hub is committed to becoming the largest provider of open-source data for physical AI.

The team putting robots to work

Field operators, reviewers, engineers and researchers in San Francisco, France, UAE and LATAM.

The Hub team in Hub polos at the office, most wearing head-mounted capture rigs

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