While automated faceting promises a revolution in consistency and throughput, the transition from artisanal cutting to industrial-scale manufacturing is fraught with hurdles. This session is a deep dive for manufacturers, production managers, and large-scale wholesalers into the practicalities of a "lights-out" lapidary shop. We will analyze the opportunities—such as a projected 23.4% CAGR in the automatic segment and 15-30% labor cost reductions—against the challenges of high capital expenditure, skilled operator shortages, and the "yield vs. speed" dilemma when cutting high-value rough. Attendees will leave with a realistic framework for phased implementation, from pilot programs to full-scale robotic integration.