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.

Export CSV (591)Filtered report

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Computer-Assisted Review: ORS Autocoder DOL-41 · BLS	DOL	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Developed in-house
Equine Operations and Populations Dataset for the U.S. USDA-065 · Marketing and Regulatory Programs	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Incident Invoice Document Understanding USDA-070 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Contract and in-house
Forest disease detection and screening USDA-071 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Markov random fields for mixed forests USDA-088 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
GenAI Procurement Tool TREASURY-OCIO-003 · Technology Common Services Center (TCSC)	TREAS	Pre-deployment	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Purchased from vendor
Audit Green Book Classification SBA-3 · OCFO: Office of the Chief Financial Officer	SBA	Pre-deployment	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house
Internal OFO Chatbot Recommender SBA-4 · OFO: Office of Field Operations	SBA	Pre-deployment	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
7(a) Purchases ML Model SBA-7 · OCA: Office of Capital Access	SBA	Pre-deployment	Not high-impact	Service Delivery	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
AI Resolution Notes Generation SBA-36 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Purchased from vendor
AI Vulnerability Ticket Deduplication SBA-37 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Purchased from vendor
AI Vulnerability Remediation Assistance SBA-38 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Purchased from vendor
Multi-Agent Orchestration SBA-40 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
APT Analytics DOE-352 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Managing curb allocation in cities DOE-357 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Transportation	Classical / predictive ML	Developed in-house
AI techniques for identification of suitable delivery parking spaces in an urban scenario DOE-360 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Surrogate models for probabilistic Bayesian inference DOE-361 · PNNL - Pacific Northwest National Laboratory (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Crickets DOE-723 · SRS - ESB - Savannah River Site - Enterprise System Boundary	DOE	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Developed in-house
Well Activity Report Classification DOI-0256 · BSEE	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Contract and in-house
Harmful Algal Bloom prediction and detection system for Williams Fork Reservoir [2024 INV#WO0000000184339] DOI-0244 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Use modern AI/ML approaches to gain insight into USGS unstructured data such as text [2024 INV#WO0000000131706] DOI-0240 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Parsing large quantities of text data [2024 INV#WO0000000113692] DOI-0239 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Machine Learning algorithm for stream velocity prediction [2024 INV#WO0000000109319] DOI-0226 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Wildlife species recognition and distance from camera estimation [2024 INV#WO0000000109245] DOI-0220 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
SAMPLE Toolbox [2024 INV#WO0000000109123] DOI-0206 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Data-driven approaches to filling missing time-series data within the San Francisco Bay-Delta [2024 INV#WO0000000107683; INV#WO0000000107488] DOI-0174 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning based shoreline detection and sea ice dynamics using coastal cameras [2024 INV#WO0000000108008] DOI-0166 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Tsunami Hazard Analysis [2024 INV#WO0000000108470] DOI-0165 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Determining the resource potential of critical minerals in seafloor massive sulfide deposits [2024 INV#WO0000000109311] DOI-0163 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
Improved earthquake detection for research studies [2024 INV#WO0000000108499] DOI-0147 · 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
Using advanced computing techniques for image-based monitoring [2024 INV#WO0000000109674] DOI-0034 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Water Use Model Development [2024 INV#WO0000000109669] DOI-0030 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Unleashing AI Transformer Models on FPGAs for Accelerating LHC and Particle Physics DOE-485 · FNAL - Fermi National Accelerator (SC43 OIM)	DOE	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Automated Delay detection using voice processing DOT-1000009 · FAA AJO	DOT	Pre-deployment	Not high-impact	Transportation	Classical / predictive ML	Contract and 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
Remote Sensing Coastal Change - Shoreline Change DOI-0264 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Avian population estimates from passive acoustic monitoring [2024 INV#WO0000000109725] DOI-0236 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
FEMA mixed population flood-frequency analysis [2024 INV#WO0000000109723] DOI-0235 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Mapping sagebrush from drones to satellites [2024 INV#WO0000000109568] DOI-0231 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Reinforcement Learning for Helmholtz Coil Operation and Simulation [2024 INV#WO0000000109497] DOI-0228 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Development of a Strategic Framework for Use and Implementation of Machine Learning in Energy Resource Program Workflows [2024 INV#WO0000000109216] DOI-0217 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Predicting Sparse (Geothermal) Resources Availability by using Machine Learning [2024 INV#WO0000000109195] DOI-0211 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Mapping wildfire fuels in previously burned landscapes [2024 INV#WO0000000109121] DOI-0205 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Advancing image-based surveys to support sea duck conservation along the Pacific Flyway [2024 INV#WO0000000109096] DOI-0203 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Predicting inundation dynamics of small forested wetlands [2024 INV#WO0000000109089] DOI-0200 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Environmental streamflows in the United States: historical patterns and predictions [2024 INV#WO0000000109075] DOI-0198 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Zero shot segmentation to expedite Quaternary geologic mapping [2024 INV#WO0000000108739; 2024 INV#WO0000000109150] DOI-0189 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Tracking wetlands and water movement across watersheds [2024 INV#WO0000000108734] DOI-0187 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported