Working fluency with digital and AI-enabled supply chain technologies — including predictive/prescriptive analytics, generative AI and agentic workflow tools, robotic process automation, control-tower/end-to-end visibility platforms, and ERP (e.g., SAP) — with the ability to translate emerging capability into practical, digitized process design. Partner with PPLs, BSLs, Commercial, Regulatory, and Supply Planning to connect launch readiness with lifecycle scenarios such as additional indications, new presentations, geographic waves, volume inflection points, loss-of-exclusivity considerations, and supply network evolution.