Agentic AI isn’t plug-and-play it demands rethinking systems, workflows, and team collaboration from the ground up. In this session, we’ll outline a practical roadmap for integrating agentic capabilities into existing architectures, from orchestration layers to memory, context management, and autonomy boundaries. Whether you're starting with one agent or scaling many, you’ll walk away with a clear view of what to build, what to buy, and how to make agents work in the real world.