We will dive into the future of cloud, hybrid, and edge models as organizations work to balance cost, agility, and scale; explore emerging data architectures designed for real-time and unstructured data; examine the rise of semantic layers and unified data layers for AI enablement; and discuss how to make data discoverable, trusted, and fully AI-ready.