About this guide
A buyer's guide for robotics teams choosing who operates their robots remotely and who collects their training data.
Most pages that rank for "teleoperation companies" are lists written by one of the companies on them, with that company in first place and no stated method. They rarely separate operators from data labs from tool vendors, and almost never show where their facts came from. This guide tries to do both.
Who it is for
Founders, robotics engineering leads, machine-learning leads and operations managers at companies building robots, who are deciding whether to staff remote operation and data collection themselves or to buy it, and from whom. We assume you know your robot far better than any provider does, and that you care more about clean episodes than about sales decks.
How it is made
Every provider profile is built from the provider's own published pages, and the context comes from peer-reviewed or preprint research. Each fact carries a numbered source with the date we opened it. The comparison applies the same seven criteria to every provider. You can read them, and argue with them, on the methodology page.
We update the main guide at least once a quarter and whenever a provider changes something material, such as its prices, formats or robot range. Every page shows when it was last updated and keeps a short log of changes.
Corrections
If you think a ranking is unfair or a fact is wrong, tell us. We correct verified errors quickly and note the change on the page.