This talk offers a concise roadmap for establishing an AI center within healthcare settings. Delving into strategic considerations, we explore the essential steps from infrastructure setup and talent acquisition to stakeholder engagement and regulatory compliance. By fostering interdisciplinary collaboration and leveraging data-driven insights, healthcare organizations can harness the transformative power of AI to enhance clinical decision-making, optimize resource allocation, and improve patient outcomes. Join us to discover how an AI center can catalyze innovation, drive efficiency, and revolutionize the delivery of care in the rapidly evolving landscape of healthcare.