Introduction: ARM-dependent single board pcs with 1TOPS NPUs and broad protocol help allow rugged, scalable AIoT options for industrial automation, maximizing performance and lessening downtime. In today’s landscape, where immediate electronic transformation satisfies the complexity of industrial operations, choosing the proper computing platfor