AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
RCRA PA 78 · OECA	EPA	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
Rangeland Condition Monitoring Assessment and Projection (RCMAP) [2024 INV#WO0000000107126] DOI-0171 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Invoice Scanning System DOE-632 · RL - Hanford - Richland Operations Office - Hanford (EM)	DOE	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Developed in-house
Email, Document, and Composing AI Editor SBA-23 · OCPL: Office of Communications & Public Liaison	SBA	Pilot	Not high-impact	Service Delivery	Classical / predictive ML	Purchased from vendor
NIF Shot Analytics & Predictive Maintenance Support Pilot DOE-529 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Science	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
Crickets DOE-723 · SRS - ESB - Savannah River Site - Enterprise System Boundary	DOE	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Developed in-house
Lead attribution model DOI-0152 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
GovCon Match SBA-17 · OCIO: Office of the Chief Information Officer	SBA	Retired	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house