When building generative AI applications, navigating the landscape of modern databases can feel overwhelming. The question becomes whether to use a relational, document, graph, or key-value. The right choice dramatically impacts performance, scalability, and development speed. Join this session to learn how to cut through the noise with a framework-driven approach to Google Cloud’s portfolio. Through real-world scenarios from AI-driven fraud detection to high-scale agentic AI use case, we’ll explore the decision making process and the features that drive success. You'll leave with the confidence to architect your next high-stakes generative AI solution.