We source vetted robot training data from around the world.
Human demonstrations and robot teleoperation from 100+ countries, reviewed episode by episode and delivered ready to train on.
Contributors recruited through the UR app
- 100+ countries
- 350k+ monthly active users
- 1.1M+ downloads
Problem
Robot models are short of real-world data.
Language models learned from the internet. Robots have no internet of physical work to learn from. Most open robot datasets come from a handful of labs, recorded on the same benches, under licences that rarely cover commercial use.
Teams that need real homes, warehouses and kitchens, in many countries, end up collecting the data themselves.
Our solution
We turn everyday work into robot training data.
Paid campaigns recruit people to record real tasks and operators to drive real robots. Every episode passes automatic checks and a human review, with consent on record and faces and personal details removed. Accepted episodes ship as Parquet and MP4 files in a private, access-logged repository.
Our data includes:
Coming soon Each dataset tested on robot evals, with and without it, and the change in task success published.
Marketplace
Every dataset with its robot, episodes, tasks and cameras, and a sample set before you buy.