Build my system

How we earn: we plan to earn commissions from some links. Today we hold no affiliate approvals, so every button goes straight to the seller. The System Builder ranks by fit and 3-year cost — never by commission. Editorial examples may feature a merchant we partner with, but only when it genuinely fits. How we make money

What is teleoperation?

Teleoperation means a person, usually somewhere else, controls or guides a robot through its cameras and sensors. It's normal in robotics and not a scandal in itself. It matters to buyers for two reasons: it changes what "autonomous" means in a demo, and it can mean a stranger seeing inside your home. Here's how it works, what the makers themselves say, and what to ask.

The short answer

Why robot companies use it: teaching the robot

Today's robot AI learns largely from examples of tasks being done. One way to get those examples is to have a person operate the robot through the task, often wearing a VR headset, while the robot records what it sees and how it moves. Figure says it trained its Helix model on about 500 hours of teleoperated demonstrations. Not every company does it this way: Sunday says its Memo robot doesn't need to learn through teleoperation in your home and is trained from data captured with a sensor glove worn by people doing chores.

Why robot companies use it: stepping in

The second use is live help. When the robot gets stuck or meets a task it hasn't learned, a remote person guides it through. For a home robot, that person is working through cameras inside your home. How the makers describe it, in their own words, as of October 12, 2026:

RobotStatusWhat the maker says about remote humans
1X NEOPreorderWorks autonomously by default. "Scheduled Expert Mode": an Expert from 1X can remotely supervise its actions at scheduled times. Owners can also pilot it themselves through the app and a VR headset.
Weave Isaac 1PreorderAutonomous for its laundry and tidying routines by default, with teleoperation assistance when needed to complete tasks.
Sunday MemoNot for sale (beta)Says it does not need to learn through human teleoperation in your home.
Figure (Helix 02 videos)Not for sale to consumersLabels its Helix 02 videos "fully autonomous, not teleoperated". It doesn't say how many attempts were filmed.

From each company's own pages, linked below. Status from our announced vs available tracker.

What we couldn't find on the makers' own pages

For 1X, the privacy questions that matter most aren't answered on the pages we could read: whether you approve each session, whether faces are blurred, and whether there's a sign that an operator is connected. Humanoids Daily reported in October 2025 that 1X described owner approval, blurring and no-go zones, but we couldn't find those commitments on 1X's own order page, product page, launch announcement or privacy policy. 1X's FAQ lists questions about its Experts and data use; the answers didn't load when we checked. Ask 1X directly, and get the answers in writing, before you pay.

Teleoperation in demos

Demo videos and live events are where the gap between "looks autonomous" and "is autonomous" shows up most. Two well-reported examples:

Both were reported within weeks, and teleoperating a demo isn't wrong in itself. The lesson for buyers is simpler: a video shows what a robot can do with whatever help was present. Unless the company says otherwise, and preferably someone independent has watched, don't read it as unaided ability.

How another industry handles it: Waymo

Self-driving cars face the same question, and Waymo is unusually specific. Its "fleet response" agents answer questions from the car, such as which route to take around an obstruction, and can view its cameras, but Waymo says its driving system stays in control of the vehicle at all times. Its safety chief told the US Senate in 2026, as reported, that the agents provide guidance and don't remotely drive the cars, and that some work overseas. That's the level of disclosure worth expecting from any home robot company: who helps, from where, seeing what, and with what control.

Questions to ask before you buy a home robot

  1. Does anyone at the company ever control or watch the robot? When: on a schedule, on request, or whenever it gets stuck?
  2. Do I approve each session, and can I refuse or end one?
  3. What can the operator see and hear? Are faces or rooms blurred? Can I set no-go zones?
  4. Is there a visible or audible sign when someone is connected?
  5. Where are operators based, and are they employees or contractors? Are they background-checked?
  6. Is video from my home used to train the AI, and can I opt out? Does the privacy policy say so?
  7. What share of tasks does it do with no human help, and who measured that?
  8. If I refuse remote help, which tasks stop working?
  9. If the company shuts down, what still works? See what keeps working when the app or company dies.

If a company can't answer these clearly, that's useful information too. The robot vacuums and mowers we cover are sold as working on their own; none of their makers describe company operators controlling them.

Related: how humanoid robots work · announced vs available · robot glossary.

Sources

All sources read October 12, 2026. We report what companies say and what was well reported; we don't grade companies. If a company named here wants to add or correct something, contact us and we'll review it.

Last checked . See what changed.