12 Steps to Applied AI

For those who've been looking for a 12 step program to get rid of bad data habits, here's a handy applied machine learning and artificial intelligence project roadmap. Well, it should properly be 13 steps, so we'll start counting at zero to make it work. Check that you actually need ML/AI. Can you identify many small decisions you need help with? Has the non-ML/AI approach already been shown to be worthless?