Datadog has introduced three new integrations for modern database platforms—Supabase, DuckDB, and Milvus—to enhance real-time analytics and AI/ML capabilities by offering comprehensive visibility and performance monitoring. These integrations help streamline database operations by consolidating workflows and processes, allowing users to efficiently diagnose issues and optimize resource allocation. The Supabase integration aids in monitoring serverless PostgreSQL database workflows; DuckDB integration focuses on in-process analytics, optimizing performance and resource efficiency; and the Milvus integration supports vector searches for AI/ML workloads. By consolidating metrics, logs, and traces, Datadog reduces the complexity of monitoring modern data stacks and enhances the delivery of high-performing applications.