A hands-on framework that combines Lean, DataOps, MLOps, and cross functional delivery to ship AI from prototype to production with speed. AI projects fail more often, not because the math is hard, but because delivery is. The Lean AI Handbook shows leaders, analysts, and AI builders how to build, deploy, and scale AI that delivers real business value, quickly and reliably using Lean and Agile practices. You'll learn how to streamline the path to production with Product Management, DataOps and MLOps work in small batches, focus on the right metrics, and ship models, agents, and insights that keep delivering after launch. As AI investment grows, many programs still stall at pilot purgatory. The Lean AI Handbook offers a practical People-Process-Tools guide for putting AI into everyday products. Combining Lean and Agile with DataOps and MLOps, it shows you how to remove bottlenecks, build simpler and faster models, and use automation, observability, and feedback loops to scale with con