Elastic announced new features and enhancements across the Elastic Observability solution in its 7.15 release, enabling users to simplify and accelerate root-cause analysis for faster application troubleshooting of modern cloud applications. Expanded capabilities include the general availability of Elastic application performance monitoring (APM) correlations. Designed to help DevOps and site reliability teams overcome the overwhelming amount of data and the complex dependencies associated with keeping modern cloud applications running, Elastic APM correlations leverage machine learning to simplify and accelerate root cause analysis. Visualization and workflow improvements within Elastic Observability provide unified visibility and analysis across the entire application ecosystem with two new troubleshooting views, enabling users to quickly identify, diagnose and resolve application issues. A new Google Cloud Dataflow integration provides frictionless ingestion of log data directly from the Google Cloud console. This agentless approach drives efficiency for customers by reducing administrative overhead and streamlines monitoring of native Google Cloud services.