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The advancement of AI and machine-learning technologies is steadily enhancing the potential of generative AI in the manufacturing sector, which is projected to surpass around USD 6,398.8 Million by 2032. Generative AI can be applied in the manufacturing industry to enhance product designs, streamline production, and reduce expenses. There are several factors that can have an impact on the growth of Generative AI in Manufacturing industry including Generative Design, which is the process whereby AI algorithms are used to create optimal solutions for design based on constraints specified by the user.