Systems don’t fail suddenly. They drift.
Equipment rarely jumps from “healthy” to “failed” in an instant. It spends days or weeks running slightly hotter, cycling longer, or hunting around a setpoint.
By the time a fault code appears, the underlying strain has already been building for a while.
Firesmith Systems focuses on that early strain — the subtle patterns in trend logs and sensor data that show stress long before the alarms.