At AIPCon 10, the CEO of Mixology speaks about going through analyst training after a burn-the-boats moment forced him to charge to the front lines. What started as a workforce scheduling problem became something far bigger: encoding 16 years of tribal business knowledge into the Ontology, building dozens of applications and agents, and solving in an afternoon what once cost hundreds of thousands or even millions of dollars.