In collaboration with the Global Risk Financing Facility, the Crisis and Disaster Risk Finance (CDRF) team at the World Bank, and the European Space Agency (ESA), DPA reviewed the work of the CRFA program, specifically from an outreach and data management perspective, to ensure dissemination and uptake of their technical work, highlighting the most promising applications and anticipating opportunities and challenges. The resulting publications outlined the potential for AI, ML, Earth Observation, and Big Data to improve disaster risk finance and management.