Applied generative AI for digital transformation succeeds when organizations focus on adoption, not just deployment. This practical guide explores how to move from evaluating AI tools to creating measurable business outcomes through workflow redesign, organizational readiness, and effective change management. Learn the three-layer AI Transformation Stack, discover a six-question readiness diagnostic, avoid the most common implementation pitfalls, and build an AI product roadmap that drives lasting behavior change. Ideal for transformation leaders, facilitators, and executives looking to turn AI investments into sustainable organizational impact.