AVEVA Predictive Analytics leverages advanced pattern recognition, machine learning, and neural network algorithms to monitor equipment health and predict failures before they occur. The platform learns each asset’s unique operating profile, analyzes real-time and historical data, and alerts users to subtle deviations from expected behavior. It provides root cause analysis, fault diagnostics, and actionable insights for reliability, efficiency, and performance improvements. The solution is scalable from single assets to enterprise-wide deployments and integrates with a variety of data historian and control systems, supporting both on-premise and cloud deployments.