AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Detecting and tracking reed canarygrass (Phalaris arundinacea) invasion in the Upper Mississippi River floodplain using remote sensing and artifial intelegence. DOI-0085 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
PFAS model of soils in the northeast DOI-0076 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
PFAS Groundwater Model DOI-0078 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
ATLAS DOI-0077 · USGS	DOI	Pre-deployment	Not high-impact	Science	Natural language processing	Not reported
Water Time-Series Record Automation Framework development DOI-0036 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Improve Safety Inspections Use Case FERC-0002 · FERC	FERC	Pre-deployment	Not high-impact	Energy and the Environment	Other	Contract and in-house
Enhance Market Surveillance and Fraud Detection Use Case FERC-0003 · FERC	FERC	Pre-deployment	Not high-impact	Energy and the Environment	Other	Contract and in-house
Support Interconnection Request Responses Use Case FERC-0004 · FERC	FERC	Pre-deployment	Not high-impact	Energy and the Environment	Other	Contract and in-house
GovCon Match SBA-17 · OCIO: Office of the Chief Information Officer	SBA	Retired	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house
Secure IL5 AI SBA-24 · OCIO: Office of the Chief Information Officer	SBA	Retired	Not high-impact	Service Delivery	Generative AI	Purchased from vendor