There have been significant advancements in AI due to the increased availability of data and computation capabilities. In this talk, we discuss AI for two real-world application domains: Smart cities and smart mobility. We explore how AI can shape the future communities through smart cities and mobility. In particular, AI enhancements for machine learning, internet of things, and situation awareness would be discussed as the key enablers of these domains.