Tech leaders need to navigate several critical aspects of AI adoption for software delivery, including AI literacy, governance, and change management, to ensure successful integration. A structured framework with five dimensions can help organizations achieve better outcomes by emphasizing collaboration, continuous experimentation, and the development of an AI playbook. Ultimately, this strategic approach aims to enhance efficiency and redefine software development in the AI era.