Collaboration between universities, research institutions, industry partners, and entrepreneurs plays a vital role in transforming cutting-edge AI research into innovative products, scalable startups, and impactful commercial ventures. This session explores how academia and industry can work together to accelerate technology transfer, foster entrepreneurship, strengthen innovation ecosystems, and develop next-generation AI solutions. Participants will gain insights into successful partnership models, commercialization strategies, startup incubation, intellectual property management, and funding opportunities that drive AI innovation from the laboratory to the marketplace.