The computer program MECHEM is a tool for interactive elucidation of reaction mechanisms. Such programs confront severe combinatorial problems on complex multistep reactions, hence the practicality of these efforts is doubtful. We report the first evidence that MECHEM is successfully applicable to practical experimental problems, in this case, catalyzed hydrogenolysis of ethane.