Example embodiments disclosed herein relate to enhancing test scripts with dynamic data. The disclosed embodiments include receiving production data that reflects real user interaction with an application process. Test scripts are generated based on the production data, where the test scripts simulate behavior relating to execution of the application process. The embodiments also include automatically enhancing the test scripts with dynamic data that includes at least one of correlation data and asynchronous data.