Implementing an energy management system for electric vehicles presents several challenges, such as the complexity of integrating the system with existing infrastructure, managing large amounts of real-time data, and ensuring the system is responsive and adaptive to changing conditions. Overcoming these challenges requires advanced AI and machine learning techniques, which can be provided by experienced AI development companies like SoluLab.