Breakdowns area data problem we solved.
Excavate aggregates 200+ sensor channels per asset — vibration, temperature, oil viscosity, hydraulic pressure — into a single failure-probability score updated every 15 seconds.
When risk crosses threshold, workshop dispatch and parts ordering trigger automatically.