This lab is built around a series of 6 modular 'Agentic Blocks' notebooks, which demonstrate how to build, enhance, and deploy a production-ready AI Agent using DataRobot. The goal is to move beyond simple chatbots by equipping the agent with key capabilities, including predictive forecasting and structured data querying. AI agents close the gap between predictive models and autonomous action, executing multi-step tasks in a secure, production-shaped workflow.