Traditionally, crisis mitigation has been reactive, addressing events after they happen . However, a impact based forecasting evolving recognition of interconnected vulnerabilities is driving a shift toward anticipatory action – a proactive method that focuses on forecasting and diminishing potential harm . This new paradigm emphasizes preventati