Modern stacks flood SecOps and SRE teams with alerts that never become action. In this session, we walk through a practical AIOps pipeline built entirely on Microsoft Sentinel, Defender XDR, Azure Monitor and Security Copilot. It stitches alerts into incidents, runs safe first-mile automations (enrichment, dedup, routing), and proves value with an executive scorecard. We show one end-to-end example, the correlation logic, rollback-friendly runbooks engineers can own, and share take-home artefacts so attendees can replicate the model without buying anything new.