Robots · Humanoids

1X NEO teleoperation: how Expert Mode works, and what it means for privacy

NEO is sold as an autonomous home robot that calls in a remote human expert when it does not know a chore. That design is the clearest public example of human-in-the-loop robotics as a product.

1X NEO, Home humanoid with remote Expert Mode
AI-generated illustration of the 1X NEO. For product photos, see 1X Technologies.
Height and weight
5 ft 6 in, 66 lb
Lift / carry
154 lb lift, 55 lb carry, 18 lb arm payload
Degrees of freedom
Hands 22 each, arms 7 each, neck 3, spine 2, legs 6 each
Battery
842 Wh, about 4 h run time
Compute
1X NEO Cortex (NVIDIA Jetson Thor)
Cameras
Dual 8.85 MP 90 Hz stereo fisheye
Connectivity
Wi-Fi, Bluetooth, 5G
Price
Listed at $20,000 (Early Access purchase) or $499/month by 1X as of October 2026

Updated

The 1X NEO is a 5 ft 6 in, 66 lb humanoid built for the home, and the most interesting thing about it is not the hardware. It is that 1X built remote human operation into the product and named it: Expert Mode. When NEO meets a chore it does not know, the owner can schedule a 1X Expert to drive the robot through it remotely, and each of those sessions becomes training data for the next time. That is the same human-in-the-loop model most humanoid programs run behind closed doors, offered openly to consumers. It raises real questions about latency, labor and privacy, and this page takes them one at a time.

Can you buy a 1X NEO yet?

You can preorder one. The 1X order page lists two options as of October 2026: Early Access ownership at $20,000 with a three-year warranty, or a $499 monthly subscription, both reserved with a fully refundable $200 deposit. The page says "US Deliveries start 2026". The official FAQ adds that deliveries go to Early Access buyers first, then subscribers, with international deliveries later.

In its April 30, 2026 factory update, 1X said its Hayward, California plant can build up to 10,000 NEOs a year, that the October 2025 launch "booked out our entire production capacity for the next year in just 5 days", and that current output was going to its internal team for development and home testing before customers. We could not find independent confirmation that customer units had shipped as of October 2026. If you are planning around a delivery date, plan around 1X's written commitments, not demo videos.

How NEO is driven: autonomous by default, human on request

NEO has three ways of being told what to do, and only one of them involves a remote person.

Voice and the app

Owners talk to NEO in natural language or plan scheduled and recurring chores in the 1X mobile app, per the official FAQ.

Redwood, the on-board policy

1X describes Redwood as a 160M-parameter transformer that runs on NEO's on-board GPU at around 5 Hz, trained on "a large dataset of teleoperated and autonomous episodes from EVE and NEO", including failed rollouts, collected in 1X offices and employee homes. A separate reinforcement-learning controller handles walking, sitting, kneeling and stairs.

Expert Mode

For a chore NEO does not know, the owner schedules a 1X Expert who guides the robot remotely "helping NEO learn while getting the job done". 1X's own feature cards describe it as handling unknowns such as assembly or repairs, adding abilities without hardware changes, and training NEO "to perform independently next time".

There is no public SDK, so owners cannot attach their own teleop stack or pull raw episodes off the robot. NEO is a closed consumer product, and Expert Mode is the only remote-operation path.

Expert Mode, step by step

Putting together the official FAQ on the NEO product page and Road to VR's October 2025 report, a session works like this:

1. The owner books it

Experts cannot drop in. 1X says owners "have to actively schedule a time for an Expert" and then accept them into the robot by voice or the mobile app. Road to VR adds that owners can queue harder tasks for operators and schedule sessions while they are out.

2. A 1X employee connects

The FAQ says Experts are "1X employees physically present in the USA". Road to VR reported they wear Meta Quest 3 headsets with two motion controllers.

3. The robot shows it is being driven

NEO's ear rings change color while an Expert is active, so anyone in the room can tell a person is behind the cameras. 1X says owners "have full control over each session".

4. Limits stay in place

Road to VR reported that owners can set areas of the home NEO may not enter, and that NEO could potentially blur people in view to preserve privacy. The second was described as a possibility, not a shipped feature.

5. The session becomes data

Per 1X, each session trains NEO to do the task on its own next time, which is the loop Redwood's training description implies: teleoperated episodes alongside autonomous ones, failures included.

The ear-ring indicator is a small detail with a big job. On any robot a remote person can drive, the people near it need a way to know whether a human or a policy is acting. Factory deployments solve this with stack lights and HMI states; 1X solved it on the robot's head.

Human-in-the-loop as a business model

Expert Mode turns what is usually a hidden cost into a product feature. A humanoid that is not yet fully autonomous still has to be useful to the person paying for it, and the honest way to bridge the gap is to have a skilled person finish the job through the robot. 1X's design makes three bets that apply to anyone building a humanoid business:

The operator session is the service

The customer gets the chore done today, which justifies the price before the policy can do it alone.

The operator session is also the dataset

Every Expert hour lands in exactly the homes, objects and tasks the robot will face, including the ones the policy got wrong. That is the most targeted training data a fleet can produce.

Expert time has to shrink per task

The model works only if each task needs less human help over time. 1X's January 2026 world model post points the same way: a video-pretrained policy using 900 hours of egocentric human video, 70 hours of NEO data for fine-tuning and 400 hours of unfiltered robot data for its inverse dynamics model, framed as "driven by NEO's own experience, rather than being limited by expert demonstrations". Even there, the robot hours are the part grounded in NEO's body.

Wikipedia's 1X Technologies entry records that the Wall Street Journal's Joanna Stern reported in October 2025 that most tasks she saw were teleoperated by a person in a VR headset, and that CEO Bernt Børnich said early-adopter data is needed to improve autonomy. Read plainly, that is the business model working as designed at an early stage, not a hidden trick, and it is the same arc our human-in-the-loop guide for humanoids describes for industrial fleets.

Privacy: what 1X says, and what to ask

A robot with stereo cameras, four microphones and a remote operator in your kitchen is a fair thing to be careful about. Here is what 1X commits to in its FAQ, stated as it states it:

NEO "works without the need for data sharing". In autonomous mode, limited sensor data may be sent to 1X servers to fulfill a request and "isn't stored".
Owners can always opt out of sharing data to improve NEO.
Data from real-world tasks is used to refine NEO's intelligence, and 1X says "We do not use this data to build a profile of you, nor do we sell this data."
An Expert can only connect at a time the owner scheduled and accepted, and the ear rings show when one is active.

Road to VR's report adds the trade-off in Børnich's own words: "If we don't have your data, we can't make the product better." The article framed privacy as a sliding scale, where more shared data means a more capable NEO. That is a fair description of how every learning robot works, not just this one. The questions worth asking before you invite any remote-operated robot into a home or business are the same: who can connect, when, from where, what they see, what is recorded, how long it is kept, and how to turn it off. 1X has published answers to most of those; retention periods for Expert sessions are the main one we could not find on its pages.

What remote operation over home internet has to handle

1X has not published how its Expert link is built, so this is the general picture rather than NEO's internals. A remote operator in a headset is driving through a home connection or 5G, so the link has more jitter than a lab network. The workable pattern on any humanoid is a split: the robot's own controller keeps balance and smooths commands locally, and the remote person directs reaching, grasping and where to walk. Household chores (picking up, wiping, folding, carrying) tolerate a few hundred milliseconds far better than fine assembly does. 1X keeping its Experts in the US also keeps them on a domestic round trip to US homes. Our teleoperation latency guide gives the budgets by task.

Public data from 1X

1X publishes the world_model_tokenized_data set on Hugging Face under Apache-2.0: about 100 hours in its v2.0 train and validation splits, with video stored as NVIDIA Cosmos tokens at 30 Hz plus joint states, hand open or closed state and body velocities, built for 1X's world model compression challenge. The card does not name the robot, and it is not raw teleop episodes, but it is a commercially usable view of how 1X structures humanoid data.

NEO against the humanoids you can deploy now

NEO is a finished consumer product: closed software, a managed remote-operator service and a home focus. Teams that want to run their own teleoperation, own the episodes and train their own policies need an open research humanoid instead, such as the Unitree G1, which ships with an SDK on its EDU version and an open XR teleop stack. The two answer different questions. NEO shows what the operator layer looks like when a maker sells it; a research humanoid is where you build that layer for your own product. For the home market more broadly, see our home and hospitality page.

How RoboPilots fits

We supply the Expert layer to humanoid makers and robot-learning teams, on their own hardware, without asking them to build a remote workforce. Several humanoid makers have sent RoboPilots robots to test our operating protocols. For each program we train a dedicated group of operators on the customer's unit and task protocol, and the same group stays on it.

One-week trial

Sets the clean-episodes-per-operator-hour baseline on your robot and your network before any longer commitment.

Coverage

Shifts across time zones, including US Pacific, for scheduled sessions or on-call takeover.

Data

Every session labeled by task and outcome and delivered as LeRobot, RLDS or HDF5, with your privacy rules (zones, blurring, retention) written into the protocol.

Interfaces, specs and sources

  • Voice and 1X mobile app
  • Expert Mode (remote 1X operator)
  • Quest 3 headset + controllers (1X Experts)
  • Redwood AI on-board policy
  • No public SDK

Availability: Preorder. 1X takes a $200 refundable deposit and says US deliveries begin in 2026, Early Access buyers first, then subscribers, with international deliveries later. In April 2026 1X said output from its Hayward factory was going first to its internal team for development and home testing. We found no independent confirmation of customer deliveries as of October 2026.

Specs are the maker's published figures, checked on . RoboPilots is not affiliated with 1X Technologies; product names are trademarks of their owners.

Frequently asked questions

Is the 1X NEO remote controlled?
NEO is designed to work autonomously by default. For chores it does not know, the owner can schedule Expert Mode, in which a 1X employee in the US drives the robot remotely while it learns the task.
Can a 1X Expert connect to my NEO at any time?
No, according to 1X. The owner has to schedule a session and accept the Expert into the robot by voice or app, and NEO's ear rings change color while an Expert is active.
Do I need to share my data for NEO to work?
1X says NEO works without data sharing and that owners can opt out of sharing data for improvement. In autonomous mode limited sensor data may be sent to 1X servers to fulfill a request and is not stored, per the FAQ.
How much does the 1X NEO cost?
1X lists $20,000 for Early Access ownership with a three-year warranty, or $499 a month as a subscription, with a refundable $200 deposit, as of October 2026.
When do 1X NEO deliveries begin?
1X says US deliveries begin in 2026, starting with Early Access buyers, then subscribers, with international deliveries later. In April 2026 it said factory output was going first to its internal team for home testing.
Who are the 1X Experts?
1X describes them as its own employees, physically present in the USA. Press reports say they work in Meta Quest 3 headsets with motion controllers.