Forward-deployed engineering (FDE) is an AI delivery model, not magic. While it can build internal capabilities and become a game changer, implementation failures stem from organizational structures and operating model immaturity, not AI technology itself. This session outlines critical precautions for CIOs across the FDE engagement life cycle, from precontracting through development and launch of AI in the business processes.