In the ever-evolving landscape of electric vehicle (EV) charging, Artificial Intelligence (AI) is quickly shaping the future. As the demand for sustainable mobility grows, harnessing the capabilities of AI in charging infrastructure enables opportunities to mitigate the challenges with EV charging today while driving progress for tomorrow. Here we delve into the multifaceted role of AI, unraveling how it enhances reliability, analyzes charging demand, and optimizes the utilization of multiple energy sources to lower energy costs and emissions.