Generative AI (GenAI) is emerging as a pivotal technology in the manufacturing sector, driving advancements in automation, product innovation, and operational efficiency. By leveraging AI's capabilities in predictive maintenance, intelligent quality control, and process optimization, manufacturers are able to reduce costs and enhance productivity. This session will provide a comprehensive overview of the current landscape of GenAI in manufacturing, highlighting key applications, ongoing challenges, and its potential to transform the future of industrial operations.