Azure Monitor deployment in regulated environments requires aligning data handling, residency, RBAC, and retention with standards like HIPAA/PCI DSS. Optimize data collection, manage alerts via Sentinel, use KQL dashboards for cost control, and maintain clear workspace architecture and incident response. Regular alignment assessments ensure ongoing compliance, cost efficiency, and operational clarity.