AI use-case explorer

AI use cases

Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.

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Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Elastic Machine Learning Threat Detection (Phase 1) R1179	GSA	Deployed	Not reported	Cybersecurity	Classical / predictive ML	Not reported
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
Machine learning for streamflow forecasting [2024 INV#WO0000000109317] DOI-0167 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Storm Induced Erosion Response Network DOI-0107 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Aveva Predictive Analytics (APA) DOI-0058 · BOR	DOI	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Not reported
Nutrient, Salinity, sediment, temperature, and drought model development DOI-0031 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
AI-Driven Predictive Maintenance for Mint Manufacturing Equipment and Production Assets MINT-02 · United States Mint (USM)	TREAS	Pre-deployment	Not high-impact	Information Technology	Classical / predictive ML	Not reported
Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds NASA-317 · LaRC: Langley Research Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
SERVIR Applied Deep Learning Book NASA-506 · MSFC: Marshall Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Bias correction of GEOS S2S forecast using machine learning NASA-583 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Development of a machine learning emulator for CAM-CMAQ to improve wildfire smoke forecasts NASA-602 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Generating localized air quality forecasts for US embassies using ML and GEOS-FP NASA-620 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Localized air quality forecasts for cities in Africa and South America NASA-636 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Rangelands Water Monitoring and Forecasting System NASA-667 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
A Forecasting Scheme For Accelerated Harmful Algal Bloom Monitoring (FASTHAB) NASA-865 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Integrating Explainable Machine Learning with Physics for Enhanced Wildfire Detection in Observation-Constrained Environments NASA-868 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Data-Mining Similar Scenarios for Uncertainty Quantification of Solar Wind Predictions at L1 NASA-879 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Nominal Forecast Sub System for the NASA Coastal Zone Digital Twin NASA-893 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Development of a Next-Generation Ensemble Prediction System for Atmospheric Composition NASA-915 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
RA and RADV Predictive Modeling and Methodology Evaluation R0800 · HHS/CMS/CCIIO	HHS	Pre-deployment	Not high-impact	Information Technology	Classical / predictive ML	Not reported
AI-Enhanced FDA Regulated Commodity Consumption Pattern Analysis R0873 · HHS/FDA/OCS	HHS	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Predictive Analytics Using Autonomous Track Geometry Measurement System (ATGMS) Data DOT-1000035 · FRA	DOT	Pre-deployment	Not high-impact	Transportation	Classical / predictive ML	Not reported
Predictive Modeling of Invasive Pest Species USDA-004 · Marketing and Regulatory Programs	USDA	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Not reported
Preseason Corn and Soybeans Forecasts USDA-170 · Research, Education and Economics	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
SAS (Forecasting, predictive analytics, data/statistical analysis) DOJ-0040 · Department of Justice / ATR	DOJ	Pre-deployment	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Not reported
Advance RPM Maintenance Operating Reporter (ARMOR) DHS-314 · CBP	DHS	Pre-deployment	High-impact	Administrative Functions	Classical / predictive ML	Not reported
Pharmacy AI Managed Inventory System (PHAIMIS) VA-24-2828 · VHA: Veterans Health Administration	VA	Pre-deployment	High-impact	Health and Medical	Classical / predictive ML	Not reported
Billing Claims Prediction VA-24-462 · VHA: Veterans Health Administration	VA	Pre-deployment	High-impact	Other	Classical / predictive ML	Not reported
PestScore VA: AI-Driven Pest Risk Forecasting VA-25-4094 · VHA: Veterans Health Administration	VA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Ink and Paper Consumption Forecast (IPCF) BEP-41 · Bureau of Engraving and Printing (BEP)	TREAS	Pre-deployment	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Not reported
Use ML as part of an integrated strategy for forecasting renewable energy resources DOE-572 · BNL - Brookhaven National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Use AI/ML for Climate Prediction DOE-592 · BNL - Brookhaven National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Identifying Controlling Variables for Mercury Vapor Release at Y-12's Alpha-4 DOE-736 · SRS - SRNL - Savannah River Site - Savannah River National L	DOE	Pre-deployment	High-impact	Energy and the Environment	Classical / predictive ML	Not reported