Pampa Energia faced the challenge of detecting equipment anomalies early across diverse generation sites while minimizing false alarms. Using AVEVA PI System with advanced statistical analytics, critical variables were monitored in real time. Collaboration with site experts refined models, reducing false positives and optimizing maintenance actions. This data-driven approach enhanced reliability, increased equipment availability, and delivered significant avoided costs, generating measurable operational and financial benefits across thermal, hydro, and wind assets.