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 |
|---|---|---|---|---|---|---|
| Coastal Change Likelihood: Synthesizing change factors using supervised learning DOI-0115 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Purchased from vendor |
| Predicting post-fire tree mortality DOI-0100 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Global food-and-water security-support analysis data (GFSAD) project [2024 INV#WO0000000107073] DOI-0095 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Frog vocalization recognition from digital recordings DOI-0092 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Patterns in the Landscape – Analyses of Cause and Effect DOI-0090 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Estimates of Habitat Suitability of Reed Canarygrass (Phalaris arundinacea) in Upper Mississippi River Floodplain Forest Understories DOI-0084 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Submersed Aquatic Vegetation Vulnerability Evaluation Application (SAVVEA) DOI-0081 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| U.S. Wind Turbine Database DOI-0080 · USGS | DOI | Deployed | Not high-impact | Energy and the Environment | Computer vision | 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 |
| Telemetry Analysis Learning Algorithm (TALA) DOI-0070 · USGS | DOI | Deployed | Not high-impact | Other | Classical / predictive ML | Developed in-house |
| LANDFIRE DOI-0069 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Invasive Grass Mapping DOI-0068 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Evapotranspiration mapping and monitoring DOI-0067 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| National Land Cover Database (NLCD) [2024 INV#WO0000000107887] DOI-0066 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| DocketScope DOI-0040 · FWS | DOI | Deployed | Not high-impact | Administrative Functions | Natural language processing | Purchased from vendor |
| Microsoft eDiscovery Attorney-Client Privilege Detection DOI-0021 · SOL | DOI | Deployed | Not high-impact | Other | Classical / predictive ML | Purchased from vendor |
| FOIA Request Lexical Similarity Tool in the Document Review Platform (Term Frequency – Inverse Document Frequency (TF-IDF) - Cosine) DOI-0020 · SOL | DOI | Deployed | Not high-impact | Other | Natural language processing | Developed in-house |
| Enabling FOIA Request Clustering Capability in the Document Review Platform (Density Based Algorithm alongside Term Frequency – Inverse Document Frequency (TF-IDF)) DOI-0019 · SOL | DOI | Deployed | Not high-impact | Other | Natural language processing | Developed in-house |
| FOIA Request Clustering Tool (Embedding based clustering alongside Term Frequency – Inverse Document Frequency (TF-IDF)) DOI-0018 · SOL | DOI | Deployed | Not high-impact | Other | Natural language processing | Developed in-house |
| FOIA Request Conceptual Similarity Tool (Semantic Similarity Score Generation) DOI-0017 · SOL | DOI | Deployed | Not high-impact | Other | Natural language processing | Developed in-house |
| Performance Modeling / Performance Forecasting DOI-0016 · SOL | DOI | Deployed | Not high-impact | Administrative Functions | Classical / predictive ML | Developed in-house |
| Effects of vehicle traffic on space use and road crossings of caribou in the Arctic [2024 INV#WO0000000110111] DOI-0007 · USGS | DOI | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| OCC.Chat 1 · Office of the Comptroller of the Currency (OCC) | TREAS | Deployed | Not high-impact | Information Technology | Generative AI | 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 |
| FORMS AI REQ-2025-02100 · Bureau of the Fiscal Service (BFS) | TREAS | Deployed | Not high-impact | Information Technology | Generative AI | Contract and in-house |
| SBSE - Payments Topics Chatbot TREAS-01 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Service Delivery | Natural language processing | Contract and in-house |
| Answering Employee Questions with Natural Language Processing in IRWorks TREAS-124 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Information Technology | Natural language processing | Purchased from vendor |
| Form 990N Machine Learning Model TREAS-125 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Developed in-house |
| DATA Act Bot for Procurement Data Matching TREAS-17 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Procurement and Financial Management | Natural language processing | Contract and in-house |
| Taxpayer Services Chatbot TREAS-24 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Service Delivery | Natural language processing | Contract and in-house |
| Machine Translation TREAS-28 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Service Delivery | Classical / predictive ML | Contract and in-house |
| Employee Resource Center (ERC) Chatbot TREAS-77 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Human Resources | Natural language processing | Purchased from vendor |
| Synthetic Data Engine TREAS-85 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Information Technology | Classical / predictive ML | Purchased from vendor |
| AI Contract Document Toolbox TREAS-94 · Internal Revenue Service (IRS) | TREAS | Deployed | Presumed high-impact, determined not | Procurement and Financial Management | Generative AI | Purchased from vendor |
| Tax Disclosure Text Clustering TREAS-98 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Administrative Functions | Natural language processing | Contract and in-house |
| Employee Retention Credit Text Clustering TREAS-99 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Administrative Functions | Natural language processing | Contract and in-house |
| Modular Code Assistant (Explain & Refactor Small Methods) for Automation Test Application Development TREAS-IRS-117 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Information Technology | Generative AI | Developed in-house |
| Line-Item Consolidation for Form 1120 TREAS-IRS-4 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Administrative Functions | Natural language processing | Developed in-house |
| Ticket Management Generative AI Pilot TREAS-IRS-42 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Information Technology | Generative AI | Purchased from vendor |
| Identity Verification TREAS-IRS-59 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Service Delivery | Classical / predictive ML | Purchased from vendor |
| Procurement Data Transparency, Reporting, & Decision Tracking TREAS-IRS-61 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Procurement and Financial Management | Natural language processing | Purchased from vendor |
| Integrate Word Processor AI for Digitalization TREAS-IRS-64 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Service Delivery | Classical / predictive ML | Contract and in-house |
| AI Voiceover Generation for eLearning Development TREAS-IRS-65 · Internal Revenue Service (IRS) | TREAS | Deployed | Not high-impact | Human Resources | Generative AI | Purchased from vendor |
| ChatOFR AI Chatbot TREASURY-OFR-001 · Office of Financial Research (OFR) | TREAS | Deployed | Not high-impact | Administrative Functions | Generative AI | Developed in-house |
| Programmatic Access to LLMs via API TREASURY-OFR-002 · Office of Financial Research (OFR) | TREAS | Deployed | Not high-impact | Science | Classical / predictive ML | Developed in-house |
| Insight R3095 · Chief Information Officer, Disability Information Systems | SSA | Deployed | Not high-impact | Government Benefits Processing | Classical / predictive ML | Developed in-house |
| Duplicate Identification Process R3097 · Chief Information Officer | SSA | Deployed | Not high-impact | Government Benefits Processing | Classical / predictive ML | Purchased from vendor |
| Handwriting Recognition of Forms; Intelligent Document Processing Platform - Forms Classification and Data Extraction R3098 · Chief Information Officer | SSA | Deployed | Not high-impact | Government Benefits Processing | Computer vision | Purchased from vendor |