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
Neural Networks for FHFA Modeling Analytics Platform (FMAP) FHFA-2 · DHMG	FHFA	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Developed in-house
Analytics, Indexing, and Anomaly Detection for Data Management on SQL Server FHFA-12 · OCIO	FHFA	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Workflow automation and predictive analytics using ServiceNow FHFA-13 · OCIO	FHFA	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Economic Trend Modeling FRB-0001 · Division of Monetary Affairs	FRB	Deployed	Not high-impact	Other	Classical / predictive ML	Developed in-house
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
Machine Learning with Premier Healthcare Data to inform predictive modeling of antibiotic use R0695 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Resource Capacity Planning R0832 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Supply Chain Resilience Program, Office of Supply Chain Resilience (OSCR) - Foresight R0833 · HHS/FDA/CDRH	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Operational Water Supply Forecasting for Western US Rivers USDA-027 · Farm Production and Conservation	USDA	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house
Bloomberg Government DOJ-0008 · Department of Justice / ATF	DOJ	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Purchased from vendor
Cyber Threat Analysis (Recorded Future) DHS-399 · CBP	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Purchased from vendor
Critical Infrastructure Network Anomaly Detection DHS-106 · CISA	DHS	Deployed	Not high-impact	Cybersecurity	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
Airport Throughput Predictive Model DHS-2432 · TSA	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525] DOI-0230 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Predicting post-fire tree mortality DOI-0100 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Performance Modeling / Performance Forecasting DOI-0016 · SOL	DOI	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Sub-Asset Maintenance Model BEP-25 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
Inventory Replenishment Forecast BEP-42 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
IDV Model BEP-67 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
Elucidating Genetic and Environmental Risk Factors for Antipsychotic-induced Metabolic Adverse Effects Using AI DOE-351 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Time Series Forecasting, Evaluation and Deployment (Time-FED) NASA-814 · JPL: Jet Propulsion Laboratory	NASA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Variable Optimization FRB-0010 · Division of Supervision and Regulation	FRB	Pilot	Not high-impact	Other	Classical / predictive ML	Developed in-house
Integrated Data Repository (IDR) Customer Analytic Environment (CAE) R0808 · HHS/CMS/OIT	HHS	Pilot	Not high-impact	Information Technology	Classical / predictive ML	Contract and in-house
Drug Shortage Predictive Model R0840 · HHS/FDA/CDER	HHS	Pilot	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Regression, Classification, Clustering with Hilbert Curves USDA-077 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Long-term monitoring of northern spotted owl habitat and populations USDA-160 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Data-Driven Streamflow Drought [2024 INV#WO0000000109714] DOI-0234 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Oceanographic, coastal, and geomorphic change analysis: data generation, QC/QA, and data management [2024 INV#WO0000000109310] DOI-0223 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning based shoreline time-series imputation, classification and forecasting (time-series analyses) [2024 INV#WO0000000108117] DOI-0178 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
HOTLink: identifying elevated thermal anomalies at volcanoes [2024 INV#WO0000000109217] DOI-0158 · USGS	DOI	Pilot	Not high-impact	Science	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
Experimental Forecast for River Chlorophyll DOI-0105 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Invasive Carp Harvest Predictive Model DOI-0061 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Seasonal Water Supply Forecasting: Pyforecast [2024 INV#DOI-69] DOI-0047 · BOR	DOI	Pilot	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
Piloting Machine Learning Inflow Forecasts Across Reclamation [2024 INV#DOI-58] DOI-0046 · BOR	DOI	Pilot	Not high-impact	Energy and the Environment	Classical / predictive ML	Purchased from vendor
NIF Shot Analytics & Predictive Maintenance Support Pilot DOE-529 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Machine Learning for Accelerator Operations Using Big Data Analytics / L-CAPE DOE-73 · FNAL - Fermi National Accelerator (SC43 OIM)	DOE	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Predictive AIOps SBA-31 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Tsunami Hazard Analysis [2024 INV#WO0000000108470] DOI-0165 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Improved Processing and Analysis of Test and Operating Data from Rotating Machines [2024 INV#DOI-62] DOI-0041 · BOR	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed 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
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
Technical Operations Predictive Maintenance DOT-1000010 · FAA AJO	DOT	Pre-deployment	Not high-impact	Transportation	Classical / predictive ML	Contract and in-house
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