The Selenium Automation Framework (SAF) is a customized, script-less testing framework developed for web applications that enhances test efficiency, reduces costs, and improves product quality by leveraging Selenium. It supports multiple programming languages, automated report generation, and concurrent test execution, enabling quicker testing cycles and flexible integration with commercial tools. Key benefits include increased test coverage, reduced manual test effort, and faster return on investment due to streamlined automation processes.