ChargeFlow AI is an intelligent, AI-driven platform designed to optimize electric vehicle (EV) battery management for commercial fleets and public charging networks, particularly in emerging markets. Inspired by the challenges and opportunities in scaling EV infrastructure, including the need to “get battery swapping right this time” and the rapid EV growth in developing countries, ChargeFlow AI solves the problem of inefficient charging, range anxiety, and high operational costs. The platform uses advanced AI to predict energy demand, manage battery health and degradation, optimize charging schedules to leverage off-peak rates, and intelligently route vehicles to the nearest available charging or battery swapping station. For fleets, it minimizes vehicle downtime and ensures optimal battery utilization, while for infrastructure operators, it maximizes asset efficiency and supports rapid network expansion.