Microsoft's Cloud Adoption Framework (CAF) for Azure helps organizations plan and execute successful cloud migrations by providing detailed guidelines, best practices, and tools. Datadog has partnered with Microsoft to integrate its observability and security platform into the CAF, enabling continuous monitoring of each migration step. This partnership allows users to better monitor their workload shifts to Azure, ensuring faster scaling and reduced downtime or disruptions. Datadog's features include Service Map for visualizing service dependencies, Host Map for tracking infrastructure metrics across environments, integration with Azure services, Synthetic Monitoring for testing endpoints, Real User Monitoring (RUM) for identifying latency issues, and App Service extension for monitoring app performance on Azure App Service.