The manufacturing industry is undergoing a transformative shift driven by digitalization and artificial intelligence. Predictive maintenance, powered by Generative AI (Gen AI), is emerging as a game-changer, enabling manufacturers to minimize downtime, optimize costs, and enhance operational efficiency.