Predict bearing failure weeks ahead
Wireless vibration monitoring for heavy industry — assembled and supported in Kazakhstan.
See the live demoValidated on public datasets
On NASA run-to-failure data the detector names the failing bearing element and raises the alarm about 2.5 days before the bearing dies.
Physics first, not a black box
Works from day one with zero training data. Every verdict is explainable: which bearing element is damaged, and what margin is left to the alarm threshold.
Built and supported locally
Assembled in Karaganda, with interfaces and support in Russian and Kazakh. Works with legacy equipment.
How it works
A sensor on the bearing housing
Envelope analysis of the vibration signal
Trend against an early-life baseline
Alert in Telegram or WhatsApp before failure