Case Study Snippet: Early Detection of Bearing Failure in a Critical Pump Using DataMind AI™

At a large power plant, a critical high-performance pump motor began showing subtle vibration behavior that conventional systems failed to detect.

DataMind AI™ identified the early signs of bearing degradation through advanced real-time analysis – before any alarms were triggered or damage occurred.

The insights enabled the team to intervene during a planned shutdown, avoiding unplanned downtime and a costly equipment failure. This early action saved the site ~$180,000 and ensured operational reliability without production disruption.