Now in private beta

Demonstration data,
at research scale.

Open Bread connects robotics labs with vetted remote teleoperators. Post a task, match with skilled operators, and receive structured demonstration datasets ready for RL and behavioral cloning pipelines.

I'm a researcherI'm an operator

For Research Labs

Post your teleoperation task with hardware specs, environment description, and episode requirements. We match you with verified operators and deliver structured data in your preferred format.

  • Specify Franka, UR, Unitree, or any compatible hardware
  • Set episode count, data format, and reward structure
  • Review operator profiles and session recordings
  • Receive datasets ready for your training pipeline
Post your first task

For Remote Operators

Turn your robotics, gaming, or fine-motor skills into flexible income. Browse available tasks, apply to projects that fit your equipment, and get paid per completed episode.

  • Work remotely — any time zone, controller or VR setup
  • Transparent pay per episode with clear task requirements
  • Build a rated operator profile and earn higher-value tasks
  • Get paid weekly with reliable, on-time payments
Apply as an operator
15+
Compatible hardware
< 2h
Avg. match time
8
Data formats supported
—
Episodes delivered