AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Static-99 Sex Offender Data System (SODS) DOJ-0163 · Department of Justice / FBOP	DOJ	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed 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
Pathogen identification in salmon DOI-0071 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
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
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