Funding Gaps Stymie AI Adoption in Local Emergency Management
New research from the AIDE Initiative reveals a stark divide between available AI tools and the capacity of underfunded local agencies to use them.
Artificial intelligence offers a transformative opportunity to enhance disaster prediction and response, but a severe lack of funding and personnel is leaving many local agencies behind. A new analysis warns that without targeted intervention, the gap between high-tech capabilities and resource-strapped jurisdictions will create a dangerous resilience divide.
Research released by the AI for Disasters and Emergencies (AIDE) Initiative—a partnership between the Markle Foundation, Aspen Digital, and RAND—highlights a significant mismatch between the AI market and agency needs. In its primary report, "AI and the Future of Emergency Management: Market Supply and Adoption Pathways," and a corresponding action agenda, the initiative identifies 1,179 AI-enabled products from 717 technology companies. However, the market is heavily skewed: 53% of these products focus on response and 36% on recovery, while only 12% target preparedness.
The Adoption Barrier
State, local, tribal, and territorial (SLTT) governments are currently in the earliest stages of AI adoption. While these agencies have successfully integrated Geographic Information Systems (GIS) and public alert systems, AI remains an outlier. The primary obstacles are not a lack of available technology, but chronic shortages in staffing and financial resources. Because of these constraints, the AIDE initiative emphasizes that adoption will be uneven, proceeding significantly faster in jurisdictions that already possess better resources.
Why It Matters
The stakes for bridging this gap are high. AI has the potential to accelerate "sensemaking" and project the impacts of wildfires, floods, and earthquakes in real-time, which is critical for saving lives. When local agencies cannot access these tools, the ability to protect vulnerable communities is diminished. Ellen V. Futter, president of the Markle Foundation, noted that one of the most important opportunities for AI is unlocking its capacity to serve the public good by helping communities become safer and more resilient.
The Path Forward
To address these systemic barriers, the AIDE initiative is launching a series of support mechanisms, including a summit, an education program, and a practical playbook designed to help agencies implement AI responsibly. These efforts aim to foster multisector partnerships that can provide the technical literacy and funding necessary for smaller agencies to move beyond the earliest stages of adoption. Future success will depend on whether the industry can shift its focus toward preparedness and whether governments can secure the sustainable funding required to maintain these complex systems.