Delivers end-to-end AI-driven manufacturing intelligence for Taiwan's semiconductor fabs, integrating machine vision, deep learning, big data analytics, IoT sensor networks, and APC/FDC systems to optimize yield, enable predictive maintenance, automate process control, detect defects in real-time, and reduce downtime across lithography, etching, thin-film, ion implantation, CMP, and packaging lines.