Birgit Bortoluzzi is a strategic framework architect, certified disaster manager, creator of the Geo Resilience Compass. She develops epistemic, semantic and resilience‑oriented frameworks designed to strengthen the foundations of modern ecosystems — from AI/Geospatial systems and digital twins to zoonosis management, conflict contexts, CBRN/Biosens environments and EO. As a member of the leadership team of the IEEE GRSS Disaster Management and Early Warning Working Group, she contributes to the development of responsible standards. Her work is driven by a deep commitment to structuring complexity, fostering collective responsibility and supporting societies in navigating an increasingly interconnected and uncertain world while strengthening dialogue between science, practice and society.