Someone on the team signs up for a tool. Maybe a few more get added. Before long there are multiple subscriptions, scattered usage, no shared context, and no visibility into what's working.
AI ends up helping occasionally but never becoming part of how the business runs. The issue isn't that AI doesn't work. It's that nobody mapped where it should work — and where it shouldn't.