A comprehensive report with actionable recommendations including: • A detailed AI governance framework addressing accountability, transparency, and regulatory compliance. • Best practices for responsible and effective AI utilization in DRR. • Clear ethical guidelines for AI integration projects in DRR. • A roadmap for integrating AI and digital technologies into DRR systems and programming, complete with milestones and timelines. • Recommendations for both open source and commercial software solutions to support AI development and integration. • Technology and infrastructure requirements for big data processing and advanced analytics. • An alignment with the UN’s AI related policies where the deliverables or recommendations require action from UNDRR