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Every leadership conversation about artificial intelligence collapses three different technologies into one word. This book takes them apart. The Autonomy Dividend gives executives a single, disciplined way to think about prediction, generation, and autonomous AI, and where each one actually belongs across the customer relationship, operations, enabling functions, and entire industries. Moving from the customer's own journey to the factory floor, the finance function, and the boardroom, the book builds a repeatable framework for deciding where AI creates real value and where it simply adds noise, and what responsible governance looks like once software is making decisions on its own. Grounded in real deployments across health care, financial services, manufacturing, and the creative industries, this is a practical playbook for leaders who need to separate what AI can do from what it should be trusted to do.