GE Vernova

APM Integrity’s GE-trained physics and ML models for turbines, compressors, and pumps incorporate decades of GE fleet operational data, delivering out-of-the-box predictive accuracy that customer-trained models cannot match without equivalent historical datasets. Edge module processes sensor data locally at the equipment and transmits only scored health indicators and anomaly flags to the cloud, reducing bandwidth requirements and latency compared to raw data forwarding approaches. Pre-built RBI (Risk-Based Inspection) workflows automate inspection interval recommendations and populate SAP PM work orders based on APM risk scores. Integration with GE’s Proficy Historian and OSIsoft PI historian systems allows APM to consume existing plant data without new sensor installation. Deployed across 100+ refineries, 200+ power plants, and 500+ wind farms globally.