The transformation of industrial manufacturing into a digital-first, AIdriven ecosystem has introduced an era of unprecedented cyberrisk complexity. Organizations are shifting toward Industry 4.0 and Industry 5.0 models, integrating Industrial Internet of Things (IIoT), artificial intelligence (AI)-based automation, and cloud-driven manufacturing execution systems (MES) to streamline production, optimize efficiency, and minimize costs...