Introduction: ARM-centered single board computers with 1TOPS NPUs and broad protocol support empower rugged, scalable AIoT remedies for industrial automation, boosting performance and lessening downtime. In currently’s landscape, where fast digital transformation fulfills the complexity of industrial functions, deciding on the right computing pl