In requirements gathering, critical context is often lost as information travels from customers to teams. How can generative AI help capture not just what is said, but what is truly meant? This presentation explores how generative AI, combined with a storytelling-based knowledge base, can transform scattered project knowledge into rich, interconnected narratives. As a result, user needs become clearer, shared understanding deepens, and teams are empowered to build software that genuinely solves real problems.