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
Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052] DOI-0247 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
PAWSC Ecotoxicology PFAS Machine Learning [2024 INV#WO0000000112908] DOI-0238 · USGS	DOI	Deployed	Not high-impact	Science	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
Oil Spill Response for Ice-Covered Rivers [2024 INV#WO0000000109142] DOI-0208 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137] DOI-0207 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Climate Futures for Lizards and Snakes in Western North America [2024 INV#WO0000000109092] DOI-0201 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Office of Grants Management (PGM) Grants Utility Tool DOI-0180 · OS	DOI	Deployed	Not high-impact	Procurement and Financial Management	Agentic AI	Developed in-house
Using Machine Learning in USGS StreamStats to make suspended sediment and bedload predictions [2024 INV#WO0000000107977] DOI-0176 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Seabird and Marine Mammal Surveys Near Potential Renewable Energy Sites Offshore Central and Southern California [2024 INV#WO0000000107535] DOI-0173 · USGS	DOI	Deployed	Not high-impact	Science	Computer vision	Purchased from vendor
PRObability of Streamflow PERmanence (PROSPER models) [2024 INV#WO0000000109074] DOI-0156 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning for automatic fracture mapping and rock identification [2024 INV#WO0000000109499] DOI-0155 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning for Avalanche Frequency Modeling DOI-0148 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Classifying CWD-Infected Elk Using Recurrent Neural Networks on GPS Movement Data DOI-0135 · USGS	DOI	Deployed	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
Deep?learning Integrations into NEIC Operations [2024 INV#WO0000000109496] DOI-0119 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
USGS Flow Photo Explorer [2024 INV#WO0000000109196] DOI-0117 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Contract and in-house
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
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
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
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
(unnamed) DOI-0015 · FWS	DOI	Deployed	Not high-impact	Law Enforcement	Other	Purchased from vendor