This session focuses on the entrepreneurial and innovation landscape in AI and Data Science. Topics include startup ecosystems, venture funding, accelerators, and commercialization pathways. Emerging trends such as AI-as-a-service, synthetic data, and vertical AI applications will be explored. Founders and investors will share insights on building scalable AI solutions. The session will also provide guidance on navigating technical, regulatory, and market challenges in AI product development.