She shapes the City of Munich’s AI strategy and develops forward-looking approaches at the intersection of AI, public administration, and strategic foresight. Works on concrete use cases for public administration and advocates for a more experimental, resilient administrative culture. Her vision: a “push government” that delivers public services proactively, intelligently, and in a user-centered manner, rather than making citizens navigate complex processes. Brings municipal perspectives to strategic debates surrounding AI, transformation, and the government’s capacity to act.