The demand for electric vehicles (EVs) is increasing rapidly, with shipments expected to reach 18 million units in 2023. Government regulations call for reduced and zero-emission vehicles, prompting automakers to focus on producing more zero-emission EVs. Machine vision and automation are crucial in mass manufacturing high-performing, safe, and traceable batteries. These tools are used at every stage of the EV battery manufacturing process, from cell component coating to final assembly. Machine vision technology optimizes performance, efficiency, and safety in assembled batteries and supports traceability throughout the manufacturing chain, ensuring a competitive market.