In this this session, we explored the complexities surrounding AI adoption, acknowledging various barriers such as technical, cognitive, and ethical challenges. Our discussion extended to governance frameworks and implementation models, emphasizing the importance of establishing robust structures that harmonize with organizational objectives and ethical principles. Furthermore, we underscored the significance of AI monitoring in ensuring system functionality and detecting anomalies. Additionally, we delved into the integration of AI into existing workflows, recognizing the need for strategic approaches to streamline processes effectively.