The bigger regret isn’t adding AI itself, but adding it before figuring out what problem it should actually solve. I have seen AI features look impressive at launch but become frustrating once real customers start using them. The ongoing work around testing, improving knowledge, handling edge cases, and knowing when to hand something over to a human can be much bigger than expected.