predictive maintenance model

While being involved in several discovery calls with different customers, we come across a very common question:

“Can you help us implement predictive maintenance?”

And that question has eventually culminated in several predictive maintenance implementations. Most organizations want to move from reactive maintenance to a system that can continually monitor asset health, identify anomalies, predict potential failure, and help maintenance teams react before the failure occurs. The reason- to achieve maximum uptime and keep production consistent.