Firstly, because no one could tell us how it really worked, how does it know what we consider an anomaly
This hits the nail on the head for me. Unless the AI magic handwaving is 100% infallible a human in the loop needs to verify whether there is in fact any problem. Traceability is at least as important as accuracy and statistical methods have a very good track record there.