How can we efficiently, compliantly, and most importantly, quickly integrate AI ideas into a product? This title will not just explore shiny success stories; it will share pitfalls and lessons to spark ideas for lean product development that help companies thrive in a highly competitive, fast‑moving environment with AI adoption.