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
Manufacturer Sentiment Analysis FRB-0016 · Division of Research and Statistics	FRB	Deployed	Not high-impact	Other	Natural language processing	Developed in-house
Supply Chain Estimations FRB-0017 · Division of Research and Statistics	FRB	Deployed	Not high-impact	Other	Natural language processing	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
MedWatch Dashboard R0820 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Natural language processing	Contract and 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
Trade Entity Risk Model DHS-95 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Developed in-house
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
Supervisory Stress Testing NCUA_ONES-02 · NCUA\|ONES	NCUA	Deployed	High-impact	Procurement and Financial Management	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
AI used for predictive modeling and real time control of traffic systems DOE-353 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Transportation	Reinforcement learning	Contract and in-house
Stratification Tool for Opioid Risk Mitigation (STORM) VA-24-4152 · VHA: Veterans Health Administration	VA	Deployed	High-impact	Health and Medical	Classical / predictive ML	Contract and in-house
REACH VET Suicide Risk Prediction and Recovery Engagement VA-24-4234 · VHA: Veterans Health Administration	VA	Deployed	High-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Elastic Machine Learning Threat Detection (Phase 1) R1179	GSA	Deployed	Not reported	Cybersecurity	Classical / predictive ML	Not reported
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
Center for Forecast and Analytics (CFA) Model Studio R0739 · HHS/CDC	HHS	Pilot	Not high-impact	Health and Medical	Other	Contract and 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
Databricks (Forecasting, predictive analytics, data/statistical analysis) DOJ-0044 · Department of Justice / ATR	DOJ	Pilot	Presumed high-impact, determined not	Law Enforcement	Generative AI	Purchased from vendor
LIGER Generative AI Toolkit DHS-2454 · MGMT	DHS	Pilot	Not high-impact	Administrative Functions	Generative AI	Purchased from vendor
Data-Driven Streamflow Drought [2024 INV#WO0000000109714] DOI-0234 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Use of artificial intelligence tools for optimization and documentation for computer codes [2024 INV#WO0000000109681] DOI-0232 · USGS	DOI	Pilot	Not high-impact	Science	Generative AI	Contract and 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
Wave runup and total water level observations from time series imagery at several sites with varying nearshore morphologies [2024 INV#WO0000000108262] DOI-0182 · USGS	DOI	Pilot	Not high-impact	Science	Computer vision	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
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