The Selenium Automation Framework (SAF) enhances test automation for web applications by providing a flexible, user-friendly, and script-less environment, significantly reducing costs and testing time while improving software quality. It allows for automated generation of functional test cases and supports various programming languages, enabling efficient deployment across multiple platforms including Windows, Linux, and Mac. The framework integrates readily with existing automation projects and offers comprehensive reporting and test management features to streamline the testing process for enterprises.