Own ambiguous transformation problems and convert them into testable solution hypotheses, business models, process logic, and functional prototypes. Define operating models, data ownership, governance, controls, roles, and exception handling. Partner with business experts, product managers, engineers, architects, data specialists, and control teams throughout discovery and implementation. Establish measurable objectives, build consensus, and communicate outcomes to stakeholders and management.