AWS Application Discovery Service helps organizations plan cloud migrations by automatically identifying and analyzing on-premises applications, dependencies, and resource usage. It provides insights to streamline migration projects, optimize costs, and enhance project management and portfolio management (PPM) for cloud adoption strategies.