The test case manager interfaces with an application under test via an automation tool manager and is automation tool independent. Scripts are installed from a library based on the automation tool and the application type. The scripts perform the actions of learning the application objects, play back/validation, and automate test case creation. In a preferred embodiment, the test case manager drives the actions of the scripts. Scripts can be modified by customizing application specific actions and invoking them through the test case manager format.