As businesses increasingly adopt AI to enhance their operations, they must navigate a continuously growing array of models and techniques. This constant innovation places companies in an ongoing cycle of change management, with shifts occurring more frequently than ever. To keep up with both business and technological advancements, AI adoption must be agile, aligning seamlessly with the pace of business change. In this session, we will discuss how an agile AI architecture can empower businesses to operate with agility, regardless of their maturity level, ensuring they remain competitive in a fast-changing environment.