The electric vehicle (EV) industry is growing faster than ever, especially in the segment of e-rickshaws and e-loaders, which play an important role in sustainable urban transportation and last-mile delivery. However, manufacturers face several challenges such as supply chain issues, battery management, quality control, and production efficiency.