Look, I did this at multiple places for a number of years. The issue is that you often form an adversarial relationship with the scientists. They don't really want you there. They are perfectly happy just organizing everything by hand with post its and excel spreadsheets. They do not want you to mess with their flow with your software, even if it would help them to be more efficient.