A method includes automatically creating one or more test schedules for a well test of one or more wells in an oil or gas production environment. The method also includes automatically creating one or more test frames for use in generation of the well test. The method further includes, following execution of the test frame, automatically validating one or more test records generated during the one or more test frames. In addition, the method includes automatically creating the well test for determining one or more well characteristics.