Product

Every movement. Captured. Scored. Proven.

Start in simulation. Graduate to hardware when the evidence says you're ready.

Teleoperation

Sessions, trajectories, and scoring. Simulator adapters for Isaac Sim, PyBullet, and MuJoCo.

Human demonstration

Ingest demos, normalize trajectories, quality-score each recording.

VLA data

Vision frames, language instructions, and actions — all captured, scored, and ready to export.

Safety-first posture

Quality scoring and telemetry help teams detect unsafe trajectories early. Hardware safety controls remain external and program-specific.

Robotics LabTeleopSim AdaptersExports
Trajectory scoring

Quality scores computed from real telemetry: jerk (smoothness), contact severity, e-stop latency. Per-trajectory gates with drift detection.

jerkScore: 3rd-derivative smoothness from action sequences
contactSeverity: collisions/minute normalized from events
qualityGate: PASS / WARN / FAIL per configurable thresholds
Simulator boundaries

Real execution adapters for Isaac Sim, PyBullet, and MuJoCo. Jobs submit to a physics backend with retry policies, lifecycle tracking, and server-computed metrics.

Simulation jobs execute on a deployable physics backend (K8s with HPA). Vendor simulator runtimes are installed per-environment.
How it works
  1. Capture: Create sessions and store trajectory pointers (video/sensor/command URLs).
  2. Score: Compute quality from real telemetry: jerk, contact severity, e-stop latency. Per-trajectory gates (pass/warn/fail) with drift detection.
  3. Simulate: Exercise adapters for Isaac Sim, PyBullet, and MuJoCo.
  4. Export: Native binary export: HDF5 (.h5), RLDS (TFRecord), OpenX (tar.gz), BVH, and JSON. SHA-256 checksums on every artifact.
Truth check

End-to-end flows are production-wired: real simulator execution, WebSocket teleoperation, telemetry-based scoring, native binary export (HDF5, TFRecord, OpenX), ISO/OSHA compliance controls, and full TS/Python SDKs. 88 tests, 0 failures. VR controllers and partner hardware pilots are external rollouts.

Simulation Session
Recording
Pick-and-place: mug to shelf
12.4s|Collisions: 0|E-stops: 0
Pass
Safety98/100
Smoothness91/100
Overall quality95/100
Telemetry scoring
jerk: smoothness from action sequences (12.4s)
contactSeverity: 0 collisions, 0 e-stops
qualityGate: PASS (configurable thresholds)
Trajectories captured
24,310
illustrative
Simulators connected
3
Isaac Sim / PyBullet / MuJoCo
Native export formats
5
HDF5 / RLDS / OpenX / BVH / JSON