Generative AI is increasingly important in today's data-driven world, but many organizations struggle with data integration, leading to inefficiencies and missed opportunities for scalability and growth. CIOs play a crucial role in driving business success through effective data strategies that include standardizing and maximizing data accessibility to pave the way for scaling AI. Building a strong data foundation is essential for meaningful AI success, with key steps including managing costs by centralizing platforms and controlling infrastructure sprawl, fostering a culture of effective data stewardship and governance, and aligning data strategies with impactful AI/ML use cases. By doing so, CIOs can create a solid foundation for AI initiatives that drive more effective, innovative, and responsible data use throughout the organization.