PulseGuard AI
Watches your machine data around the clock, explains what went wrong, and tells your team by voice on Telegram.
Sudden spikes
A reading jumps far outside its normal range.
Gradual drift
A value creeps toward its limit; we estimate how many samples are left.
Multi-sensor shifts
Several channels move together in a way none of them shows alone.
Sensor faults
Dead or flickering sensors are told apart from real machine problems.