Enterprises face challenges in implementing AI agents due to fragmented experiments and limited adoption, prompting the creation of Agent Hub, a collaborative workspace within Dataiku's Universal AI Platform™. Agent Hub centralizes agent experimentation, distribution, and governance, allowing business teams to create and utilize agents tailored to their needs while IT maintains oversight of data, models, and lifecycle management. It provides a unified access point for approved agents, enabling process, knowledge, and productivity enhancements across various business functions. With features like Quick Agent creation and seamless orchestration, Agent Hub transforms isolated experiments into scalable, enterprise-grade solutions, ensuring measurable ROI and robust governance. This platform facilitates a strategic transition from fragmented pilots to impactful, organization-wide AI implementation, integrating with existing data and ML workflows to establish agents as mission-critical assets.