Managed Detection and Response based on correlation of signals from multiple sources: endpoint, network, cloud, identity, applications, and threat intelligence. An approach that integrates heterogeneous telemetry to detect complex threats, reduce false positives, and accelerate incident response through contextual analysis and response automation across multiple security layers.