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.
Columns (7)
| Use case | Agency | Stage | High-impact | Topic area | AI classification | Sourcing |
|---|---|---|---|---|---|---|
| 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 |
| GenAI Productivity Tool Pilot REQ-2024-01953 · Bureau of the Fiscal Service (BFS) | TREAS | Pilot | Not high-impact | Administrative Functions | Generative AI | Purchased from vendor |
| Bernie-AI: Infrastructure Planning Support POC DOE-514 · LLNL - Lawrence Livermore National Laboratory (LFO) | DOE | Pilot | Not high-impact | Information Technology | Generative AI | Developed in-house |
| 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 |
| VIPER (Visualizaiton for Predictive Maintenance Recommendation) DOE-541 · NE INL - NE Idaho National Laboratory (NE) | DOE | Pilot | Not high-impact | Other | Generative AI | Contract and in-house |
| Advanced Long Term Environmental Monitoring Systems (ALTEMIS) DOE-714 · SRS - SRNL - Savannah River Site - Savannah River National L | DOE | Pilot | High-impact | Energy and the Environment | Classical / predictive ML | Developed in-house |
| 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 |
| Business Development SBA-2 · OFO: Office of Field Operations | SBA | Pre-deployment | Not high-impact | Service Delivery | Generative AI | Purchased from vendor |
| AI for Small Business Development w/Copilot, Gemini or ChatGPT SBA-14 · OFO: Office of Field Operations | SBA | Pre-deployment | Not high-impact | Service Delivery | Generative AI | Purchased from vendor |
| 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 |
| Forecasting Earthquake Ground Motion Time Series [2024 INV#WO0000000109733] DOI-0140 · USGS | DOI | Pre-deployment | Not high-impact | Science | Generative AI | 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 |
| AI Trapline for Fire DOI-0055 · BLM | DOI | Pre-deployment | Not high-impact | Emergency Management | Agentic AI | 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 |
| National Airspace System (NAS) Safety Anomaly Metric with STAD integration (Safety Trend Analytics D DOT-1000061 · FAA AJO | DOT | Pre-deployment | Not high-impact | Transportation | Other | 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 |
| 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 |
| Diffusion Modeling of the Solar Corona NASA-878 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Generative AI | 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 |
| Hydrology Copilot NASA-897 · GSFC: Goddard Space Flight Center | NASA | Pre-deployment | Not high-impact | Science | Agentic AI | 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 |
| Stock Market Analysis FRB-0005 · Division of Research and Statistics | FRB | Pre-deployment | Not high-impact | Other | Natural language processing | 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 |
| AI identification of "High-Risk" Health Centers R0898 · HHS/HRSA | HHS | Pre-deployment | Not high-impact | Administrative Functions | Generative AI | 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 |
| R (Forecasting, predictive analytics, data/statistical analysis) DOJ-0041 · Department of Justice / ATR | DOJ | Pre-deployment | Presumed high-impact, determined not | Law Enforcement | Generative AI | Not reported |
| Stata (Forecasting, predictive analytics, data/statistical analysis) DOJ-0042 · Department of Justice / ATR | DOJ | Pre-deployment | Presumed high-impact, determined not | Law Enforcement | Generative AI | Not reported |
| Matlab (Forecasting, predictive analytics, data/statistical analysis) DOJ-0043 · Department of Justice / ATR | DOJ | Pre-deployment | Presumed high-impact, determined not | Law Enforcement | Generative AI | Not reported |
| Enhanced Proactive Financial Analysis Techniques for Fusion Desktop DOJ-0184 · Department of Justice / JMD / OCDETF | DOJ | Pre-deployment | High-impact | Law Enforcement | Natural language processing | Not reported |