Despite rapid adoption of generative AI, most organizations are seeing little real business impact. This session examines why GenAI pilots often fail after early success, where measurable value is actually emerging, and how systems built on trusted tools like Claude deliver results when learning and workflow integration are done right. Designed for engineers and leaders, the talk focuses on making better GenAI bets over the next 12–18 months.