This 40-minute conference talk presented by Calvin Hendryx-Parker, AWS Hero and CTO of Six Feet Up, at All Things Open AI 2025 addresses the complex challenges faced by executives, directors, and product managers when integrating AI into enterprise systems. Gain practical implementation strategies for evaluating open source and closed AI models while addressing governance, compliance, and scalability concerns. Experience a real-case demonstration of generative AI technology using RAG (Retrieval-Augmented Generation) and discover how leading companies are fostering internal innovation through AI. Walk away with actionable resources and insights to confidently lead your organization's AI journey, including approaches to overcome data quality issues, scalability challenges, interoperability problems, ethical considerations, skill gaps, and security compliance requirements.