Fearless Data Platform

Close the robot learning loop in one control plane

Capture failures, replay episodes, benchmark policies, compare variants, and move the best next version back into deployment with less manual glue.

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Public sandbox first. Register when you want deeper workflows, team features, saved history, and collaboration.
Access model

Start lightweight, unlock more as the workflow gets real

General visitors can try a browser-based teleoperation experience immediately. Registered users unlock deeper modules such as real robot sessions, team workspaces, data operations, annotation, and evaluation.

Public Sandbox

Try a virtual robotic arm in the browser and understand the workflow before registration.

Registered Builder

Unlock saved history, richer sessions, dashboards, and collaboration tools.

Partner Access

Open private environments, hardware access, data services, and higher-touch support.

1

Upload

Ingest real failure logs, episodes, keyframes, and contact slices from hardware.

2

Replay and benchmark

Run automatic replay, benchmark coverage, and failure analysis to see if a change helped.

3

Evaluate

Compare policy variants, review regressions, and make go or no-go decisions with shared evidence.

4

Retrain

Push structured failure packets into the next training queue and iterate faster.

Interaction

Web Teleoperation

Start in the browser, then move into authenticated sessions when you need real hardware control and deeper operational workflows.

Try Sandbox Control Center
Modeling

Control Intelligence Studio

Build WM + RL + MPC stacks with templates, experiment blueprints, and control derivation skeletons in one interface.

Open Studio
Evaluation

Automatic Evaluation

Benchmark coverage grows with your tasks so you can make release decisions with less manual testing.

Learning loop

Failure as Data

Turn failures into assets with keyframes, contact slices, and correction trajectories that feed the next policy version.

Ops

Unified Workflow

Research, engineering, testing, and operations can work from the same control plane and the same evidence.

Output

Learning-Ready Packets

Structured episodes and aligned modalities that are directly usable for training and evaluation.

Start free

Grow from sandbox to full stack

Let general users try a virtual robotic control flow immediately. When they want saved history, richer modules, or collaboration, move them into registration and higher-touch access.

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Get Started

Start in the public sandbox, register for deeper features, or reach out for hardware and collaboration.

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