The document describes how Eggplant was used to automate performance measurements of the SAS Enterprise Miner GUI by running scripts that time specific user actions, such as logging in, getting a project list, and opening projects, and detecting when the resulting visual states appear. The timed transactions were then analyzed in SAS and Excel to detect performance regressions between different versions of Enterprise Miner.