Every capability below runs the same engine: learn what "normal" looks like from a stored library of signal patterns, score new signals against that baseline, and hand structured events to Two Minds. Only the signal adapter changes.

Machine Sound

Valve anomaly detection on real factory recordings (MIMII dataset). Hear a failing valve, watch the engine agree.

live · real dataset
Amperage Signature

Motor current-draw telemetry: overcurrent spikes, load sag, short-cycling — pattern faults in electrical signals.

live · synthetic data
Order Patterns

Customer ordering rhythm as a signal: takeover bursts, amount escalation, odd-hours runs — fraud as pattern deviation.

live · synthetic data
Your signal here

BunkerOS flow-rate signatures, MarsaOS engine vibration, WealthOS transaction sequences — same pipeline, new adapter. That's the point.

v0.2 candidates