Datadog Event Management helps reduce alert noise in complex IT environments by automatically creating event correlations and enhancing pattern-based groupings. The solution automates the setup and management of alert grouping, continuously improving existing correlations using AI-driven Intelligent Correlation. This feature groups Datadog alerts together into cases based on machine learning algorithms that detect correlation patterns in the environment, taking into account service topology and key telemetry. Enriched pattern-based correlations are also provided, which enable refining event patterns to continuously improve and suggest additional related events. The solution enables faster incident response by reducing duplicated efforts, enabling better prioritization of incidents, and providing deeper insights into the scope and impact of issues across teams, services, and infrastructure.