AI Use Cases

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
Microsoft eDiscovery Attorney-Client Privilege Detection DOI-0021 · SOL	DOI	Deployed	Not high-impact	Other	Classical / predictive ML	Purchased from vendor
USGS Azure OpenAI ChatGPT [2024 INV#WO0000000154392] DOI-0241 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794] DOI-0192 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
AI to survey boat traffic DOI-0150 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
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
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