As we’re seeing more and more solutions around us leveraging artificial intelligence (AI), typically some form of machine learning (ML), many have begun to wonder how those solutions actually work. Especially when it comes to processes like medical diagnostics and credit scoring, people have started to ask the question: how did system X reach conclusion Y?