95% of agentic AI projects fail to make it into production. Most enterprise AI initiatives stall at the proof-of-concept stage and never scale. Despite billions invested in data infrastructure, most organizations still cannot answer a basic question: how do we use AI to actually change how we operate, not just to make individual employees marginally more productive? This playbook is for the leaders who need to fix that. Written by Murali Kashaboina, PhD, a Chief AI Officer, Chief Data Officer, and forthcoming Wiley author with two decades of leading digital transformations across healthcare, automotive, aviation, and technology, this is a complete, end-to-end leadership playbook for AI adoption. It is not a survey of what AI can do. It is a sequenced, prescriptive guide to what leaders must actually do, in what order, to convert AI ambition into sustained business value. This book is for: CEOs, COOs, CFOs, Chief AI Officers, Chief Data Officers, Chief Information Officers, Chief Technology Officers, board members, business unit leaders, and senior program leaders responsible for AI transformation outcomes. What you will leave with: Decision matrices, scoring rubrics, business case templates, RACI charts, evaluation frameworks, and self-assessment tools you can take into your next executive steering meeting on Monday morning. AI adoption is not a technology program. It is a leadership program that uses technology as its medium. This is the playbook for leading it well.