Innovative technology leadership is crucial for driving the development and implementation of AI-powered solutions in blue-green infrastructure (BGI). This chapter explores how AI and emerging technologies can enhance the management of water and green spaces to create sustainable, resilient urban environments. By integrating AI into the planning, monitoring, and optimization of BGI, cities can better manage stormwater, reduce flooding, improve biodiversity, and enhance public spaces. The role of leadership in managing cross-disciplinary teams, fostering collaboration, and ensuring the alignment of technological innovation with environmental goals is highlighted. Case studies and best practices are provided to demonstrate the successful deployment of AI-powered BGI solutions. The Chapter also addresses the challenges in scaling these technologies and the need for effective program management to ensure sustainability, community engagement, and policy alignment.