For years the AI conversation has belonged to the people who build the models. That era is ending. Regulators are moving, boards are asking hard questions, and the accountability is landing on your desk — not the data scientists’. This book gives you a working command of the systems you’re being asked to govern: what they are, how they fail, and where — in the pipeline — governance actually lives. Without asking you to become an engineer.