AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Short-term Forecasting of Severe Outcomes for Seasonal and Epidemic Pathogens R0655 · HHS/CDC	HHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Nowcasting Burden and Infection Trends for Seasonal and Epidemic Pathogens R0688 · HHS/CDC	HHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
US Poultry and Operations Dataset USDA-064 · Marketing and Regulatory Programs	USDA	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
LANDFIRE USDA-167 · Natural Resources and Environment	USDA	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Public Assistance Workload Projections DHS-2720 · FEMA	DHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Individual Assistance (IA) Predictive Models for Program Quantities DHS-2722 · FEMA	DHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Machine learning in remote sensing-based wildfire and natural resource risk assessments DOI-0072 · USGS	DOI	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Fire Containment Suitability (FireCON) USDA-162 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Potential Control Location Suitability USDA-163 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Alisha OCR Reader USDA-164 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Wildfire Risk Assessment & Predictive Modeling DOI-0123 · USGS	DOI	Pilot	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Equine Operations and Populations Dataset for the U.S. USDA-065 · Marketing and Regulatory Programs	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Incident Invoice Document Understanding USDA-070 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Use of AI to Enhance Flash Flood Forecast Tool [2024 Inv#WO0000000110323] DOI-0266 · NPS	DOI	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Not reported
DamWatch automated leadership reporting USDA-119 · Farm Production and Conservation	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Not reported
Flight Aviation Safety system 2.0 USDA-156 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Not reported