Deployment-ready infrastructure for any robot

Proxy handles teleoperation, data collection, and deployment ops end-to-end, so your engineers can focus on building autonomy, not infrastructure.

Request a Demo Explore the platform

Built by roboticists from

Nuro Intrinsic (Google X) may mobility Stanford Voxel

What our customers are saying

Scale AI can't collect data on my embodiment.
- Series A robotics company
No reliable deployment without robot-specific datasets.
- Manipulation startup
If someone had an amazing teleop system, we'd buy it.
- Deployed robotics company

Teleoperation and deployment infrastructure for any robot

Cross-embodiment teleop that works on any robot, anywhere in the world. Collect training data, intervene on deployed robots in real time, or both.

<65ms
Perceived operator latency
<2 days
Typical integration time
5+
Control devices supported
6x
Faster operator feedback loop

Intuitive Teleop

Proprietary stack eliminates perceived latency. Operators see <50ms feedback vs ~300ms industry standard - even across continents.

Cross-Embodiment

AMRs, humanoids, bi-arms or earthmovers. Share your URDF and control API - Proxy configures the rest. Works with Gamepad, Quest VR, haptic feedback controller or simple web based control.

Global Operator Network

Teleop from anywhere globally. Benchmarked between Bengaluru and Stanford with full task completion.

Deployment Monitoring

When your robot hits an edge case in production, Proxy operators intervene in real time. 100% task completion rate for your customers.

Forward-Deployed Engineers

Dedicated FDEs embed with your team from Day 1 to integrate Proxy, configure your embodiment, and ensure a smooth launch.

Full-Service or Platform-Only

Bring your own operators and use Proxy as infrastructure, or let us handle end-to-end operations with our trained teleoperator network.


Training-ready data pipeline for robot learning

Every teleop session - data collection or intervention - automatically outputs structured, labeled data straight into your ML pipeline.

ML-Ready Output

Structured, formatted datasets that plug directly into your training workflows. No cleaning, no reformatting - your engineers use them instantly.

Data Mining & Curation

Automatically identify the most valuable demonstrations and edge cases across your dataset. Surface the data that moves your model forward.

CI/CD Integration

Direct integrations with your build and training infrastructure. Data flows from collection to model training without manual steps.

Task-Specific Annotation

Labels and metadata matched to your model architecture. Structured annotation your training code expects, out of the box.


Get your robots collecting data in days, not months

Day 1

Integrate

Share your URDF and control API. We configure Proxy for your embodiment and assign a forward-deployed engineer to your team.

Day 2

Go Live

Integration testing complete. Your robot is live on the Proxy platform with full teleoperation and data capture capabilities.

Day 3+

Collect, Deploy, Iterate

Data collection begins. Training-ready datasets flow through Forge into your ML pipeline. Deployment teleop enables real-time edge-case intervention.

Built by engineers who've deployed autonomy at scale for 20+ years

We know what it takes to go from lab demo to production fleet.

Nuro Intrinsic (Google X) may mobility Stanford Voxel

See Proxy on a live robot

We'll show you cross-continental teleoperation in real time. See how Proxy integrates with your robot and starts delivering training-ready data in days.

  • Live cross-continental teleop demonstration
  • Custom integration assessment for your embodiment
  • Data pipeline and Forge walkthrough
  • No commitment - 30-minute call with a team member

Request a Demo

Talk directly to a team member. We respond within 24 hours.

We'll be in touch

Our team will reach out within 24 hours to schedule your demo.