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The monitoring engine

One engine, five capabilities working on every sensor stream.

Each capability operates on the same live stream. The output on each machine is a single, continuously scored picture of health - not five disconnected tools.

LIVE :: MTR-07 :: 00:00:00
1m15m1h24h
TEMPERATURE---
VIBRATION---
PRESSURE---
POWER DRAW---
SAMPLING200 Hz
UPTIME14d 06h
All streams nominal
Within learned envelope
Machine
MTR-07
Reading
Vibration spike outside learned envelope
Suggested cause
Consistent with early bearing wear
Recommendation
Recommended inspection within 48 hours
Try the mechanic

Pick an equipment type. Watch its sensor pulse move.

This is not a mockup. The waveforms below are being generated the same way we score real streams - learned envelope, drift detection, diagnosed callout. Pick a machine and watch an anomaly emerge.

LIVE :: MTR-07 :: 00:00:00
1m15m1h24h
TEMPERATURE---
VIBRATION---
PRESSURE---
POWER DRAW---
SAMPLING200 Hz
UPTIME14d 06h
All streams nominal
Within learned envelope
Machine
MTR-07
Reading
Vibration spike outside learned envelope
Suggested cause
Consistent with early bearing wear
Recommendation
Recommended inspection within 48 hours