Amazon Web Services integrated new database features designed to streamline the deployment of agentic AI applications. These updates reduce the friction of managing state and memory for autonomous workflows. AWS also introduced flexible licensing for SQL Server users. This dual approach lowers migration barriers for enterprises transitioning legacy data to AI-ready cloud infrastructure.