Rachel Howe brings over 25 years of pharmaceutical industry experience, including 12 years dedicated to knowledge management (KM). At AstraZeneca, she leads the integration of Generative AI into KM, pioneering the company's Retrieval-Augmented Generation (RAG) prototype for transforming product manufacturing technical knowledge. Her expertise lies in enhancing collaboration, streamlining access to technical information, and delivering measurable business impact. Rachel is a recognized thought leader passionate about leveraging innovative technologies and foundational KM principles to drive organizational transformation and foster collaboration within AstraZeneca's pharmaceutical manufacturing operations.