Aspects of the disclosure relate to an automated and adaptive validation of a user interface. A computing platform may extract, from a webpage, one or more components of the webpage. Subsequently, the computing platform may determine, for a component, one or more attributes and one or more rules. Then, the computing platform may associate, by applying a clustering algorithm and based on the one or more attributes and the one or more rules, the component with a cluster of a plurality of clusters. Then, the computing platform may retrieve, from a database and for the cluster, a master test script. Subsequently, the computing platform may generate, from the master script, a test script for execution, and may run, for the webpage, the test script to validate the component. Subsequently, the computing platform may trigger one or more recommendations based on a determination whether the test script is successful.