Teleoperation Data Collection

RoboPilots for data collection: what it does, what it costs and its limits

A managed operator service for teams that have the robot and the protocol but not the people. Its starting price is public; its throughput has to be measured in a trial.

Contents
  1. How a collection runs
  2. Published evidence
  3. Strengths and limits
  4. Pricing
  5. Questions to ask before a trial
  6. Sources
TypeManaged remote operators for data collection
HeadquartersNew York, US
PricingPublished
Websiterobopilots.ai

RoboPilots sells the part of data collection that hardware cannot supply: trained people. Its pilots drive a customer's robot remotely, and each session is returned as a labeled dataset⁠1.

Best for: Teams that have a robot and a written task protocol and want trained people to produce the episodes, without recruiting and scheduling operators themselves.

Not the right fit for: Collections that need hands in the room for scene resets, or teams that only want recording software for their own staff.

How a collection runs

The robot connects through the RoboPilots SDK or through the team's own teleoperation stack. A pilot trained on that machine then runs the task remotely, and the session is cut into episodes, labeled by task and outcome and delivered as LeRobot, RLDS or HDF5. Vehicle drives come back as MCAP or ROS 2 bags⁠12.

Engagements begin with a one-week trial. The company describes its purpose as setting "the baseline that matters, clean episodes per operator hour"⁠3. That is the same number the cost model in the main guide needs, and no published source can supply it for another team's task.

The company's own guide to data collection sets out the practices it expects a collection to follow: one interface per task family, a written protocol with a reset state and a success criterion, outcome labels on every episode, and a daily review of a sample of each operator's work⁠2. Live latency is shown on the pilot's screen⁠4.

Published evidence

No case studies with named customers are published.

RoboPilots names no customers and publishes no throughput figures. The trial is the evidence a team can generate for itself.

Strengths and limits

Strengths

  • Publishes a starting price, $12 an hour, which gives a cost model a hired-operator input to work with.
  • Begins with a one-week trial whose stated purpose is to measure clean episodes per operator hour on the customer’s robot.
  • Episodes arrive segmented, labeled by task and outcome, in LeRobot, RLDS or HDF5; vehicle drives as MCAP or ROS 2 bags.
  • Connects through its SDK or through the customer’s existing teleoperation stack, and shows live latency on the pilot’s screen.

Limits

  • Only the starting price is public. Everything beyond it is quoted on the fleet, so the real hourly figure is not known before a quote.
  • Its site names no customers and publishes no case studies or measured throughput figures.
  • The service is remote. Someone at the robot still has to reset the scene between episodes, unless the task resets itself.
  • Remote control adds network delay, which matters for fast contact-rich tasks.

Choose another option if: The engineers who train the policy can sit beside the operators and the fleet is one or two robots, in which case collecting in-house is usually simpler, or if the task needs people physically resetting scenes all day.

Pricing

Starting at $12 an hour, as published on its pricing page. Everything past the starting price is quoted on the fleet.

The company's guide to buying teleoperation lists what moves a quote: coverage hours, how many robots one pilot handles, the skill the task needs, labeling and integration work⁠56.

Questions to ask before a trial

  • How is a "clean" episode defined in the trial, and who checks it?
  • Who resets the scene between episodes at our site, and how does the pilot signal that a reset is needed?
  • Can we load a sample episode in our format before the trial starts?
  • What hourly rate applies to our task after the trial, and what changes it?

Sources

  1. RoboPilots: remote robot operators and teleoperation as a service. RoboPilots. Accessed 11 Nov 2026.
  2. How to collect teleoperation data for robot learning (LeRobot, RLDS, HDF5). RoboPilots, 9 Oct 2026. Accessed 11 Nov 2026.
  3. Teleoperation service providers compared (2026). RoboPilots, 26 Oct 2026. Accessed 11 Nov 2026.
  4. Teleoperation latency: how much delay each robot task tolerates. RoboPilots, 31 Oct 2026. Accessed 11 Nov 2026.
  5. Robot teleoperation as a service: how it works and what it costs. RoboPilots, 11 Nov 2026. Accessed 11 Nov 2026.
  6. Robot teleoperation pricing. RoboPilots. Accessed 11 Nov 2026.