setup choices question: how do you handle Unity + AI?

I am trying to improve my approach to Unity + AI and could use some practical advice.

I am particularly interested in setup choices and common mistakes. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Which approach would you recommend and why?