You say this uses AI, which I assume means machine learning. What problem needs to be solved with machine learning that cannot be solved with ordinary constrain

You say this uses AI, which I assume means machine learning. What problem needs to be solved with machine learning that cannot be solved with ordinary constraint satisfaction methods? Sorry if I got technical, I don't mean to say your solution is bad, I'm just a tad confused.