As AI continues to evolve, we will a shift from static chatbots to dynamic agentic AI systems capable of autonomous reasoning, tool integration, and multi-step problem-solving. This keynote pierces through the hype, revealing how to architect the next generation of AI systems. We'll explore the essential design patterns – leveraging structured outputs, function calling, and intelligent workflow orchestration – to build dynamic, agentic AI that tackles enterprise-scale challenges head-on. Join for a strategic look at both the "why" and the "how," bridging high-level concepts with actionable implementation insights for technical leaders and executives alike.