Interactive 3D demonstration
The operating envelope.
Made visible.
Follow a proposed command through measurement, reasoning, rejection and fallback. Drag the scene to orbit, or step through each decision. All values are simulated.
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Loop mechanics
One autonomous loop. Seven auditable services.
Seven services that turn live instrumentation into validated, logged, reusable science.
Ingest & Validate
Instruments stream into one normalized bus. Stale, missing or out-of-envelope channels are rejected before compute sees them.
Physics-aware state estimation
Telemetry is fused with instrument models, experimental history and known physical constraints to estimate state, detect drift and identify genuine regime transitions.
Testable propositions
The system generates falsifiable hypotheses about the next regime, parameter sensitivity or anomaly cause — constrained by physics, not pattern matching alone.
Policy-driven orchestration
Role-based policies approve, reject or escalate proposed actions. High-consequence decisions queue for a human; routine sweeps proceed autonomously.
Safe actuation
Setpoints reach the hardware through hard safety envelopes. Irreversible or high-consequence actions require human confirmation.
Provenance & audit
Every action, model version, policy state and instrument reading is timestamped and archived with decision provenance.
Feedback and compounding knowledge
Residuals, outcomes and operator feedback update the state model, instrument drift estimates and policy thresholds for the next loop.
Local compute
SuperPC State Engine.
Local compute continuously reconstructs experimental state from synchronized telemetry, historical runs and physical constraints — separating instrument faults, drift and genuine regime transitions.
Synchronized telemetry
Multi-channel data is time-aligned and tagged with instrument state, calibration status and provenance before it enters the state model.
Historical runs
Past campaigns inform drift models, baseline behavior and expected uncertainty bands for the current experimental regime.
Physical constraints
Conservation laws, dimensional checks and known instrument response models bound the set of admissible state estimates.
Deploy your first autonomous experiment.
Start with a 48-hour Lab Autonomy Audit. In 48 hours we'll map where autonomy is ready, where it needs guardrails, and where humans must stay in charge.
START THE 48-HOUR AUDIT →