The electric vehicle market faces a variety of challenges, for example, the outdoor EV charging systems have to sustain and perform at the highest level in harsh and critical environments, be able to connect diverse peripherals like sensors, card reader, cameras, HMI, and support high luminance data displaying and communicate real time data to management center.

Artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. AI will become an integral part of setting up and using AMRs, simplifying their deployment process and improving their workflow. Some AMRs are taking those smarts to the next level with artificial intelligence coupled with strategically placed cameras that function as extended robot sensors. With AI, AMRs can learn to adapt their behavior appropriately, even before they enter an area. This means they can avoid high-traffic areas during specific times, including when materials are regularly delivered and transferred by fork truck, or when large crowds of workers are present during breaks or shift changes.