Proxy handles teleoperation, data collection, and deployment ops end-to-end, so your engineers can focus on building autonomy, not infrastructure.
Scale AI can't collect data on my embodiment.
No reliable deployment without robot-specific datasets.
If someone had an amazing teleop system, we'd buy it.
Cross-embodiment teleop that works on any robot, anywhere in the world. Collect training data, intervene on deployed robots in real time, or both.
Proprietary stack eliminates perceived latency. Operators see <50ms feedback vs ~300ms industry standard - even across continents.
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.
Teleop from anywhere globally. Benchmarked between Bengaluru and Stanford with full task completion.
When your robot hits an edge case in production, Proxy operators intervene in real time. 100% task completion rate for your customers.
Dedicated FDEs embed with your team from Day 1 to integrate Proxy, configure your embodiment, and ensure a smooth launch.
Bring your own operators and use Proxy as infrastructure, or let us handle end-to-end operations with our trained teleoperator network.
Every teleop session - data collection or intervention - automatically outputs structured, labeled data straight into your ML pipeline.
Structured, formatted datasets that plug directly into your training workflows. No cleaning, no reformatting - your engineers use them instantly.
Automatically identify the most valuable demonstrations and edge cases across your dataset. Surface the data that moves your model forward.
Direct integrations with your build and training infrastructure. Data flows from collection to model training without manual steps.
Labels and metadata matched to your model architecture. Structured annotation your training code expects, out of the box.
Share your URDF and control API. We configure Proxy for your embodiment and assign a forward-deployed engineer to your team.
Integration testing complete. Your robot is live on the Proxy platform with full teleoperation and data capture capabilities.
Data collection begins. Training-ready datasets flow through Forge into your ML pipeline. Deployment teleop enables real-time edge-case intervention.
We know what it takes to go from lab demo to production fleet.
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.
Our team will reach out within 24 hours to schedule your demo.