Autonomous AIOps: Self-Healing Operations on Azure

This session presents a practical 6-layer AIOps framework for moving IT operations from reactive to autonomous. It covers data ingestion, normalization, machine learning analytics, event correlation and root-cause analysis, automated remediation, and real-time visualization, drawing on how these layers connect across event management, service mapping, cloud observability, and IT service management. Attendees will see how intelligent correlation consolidates duplicate or related alerts into fewer actionable incidents, how anomaly detection and predictive analytics flag capacity constraints or failures before they hit users, and how automated remediation handles common operational scenarios such as service restarts, resource scaling, and disk cleanup