AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
AI-assisted comment triaging tool R0740 · HHS/CMS/CM	HHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
Docketscope Public Comment Processing R0762 · HHS/CMS/CM	HHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Purchased from vendor
Filer Evaluation prioritization using risk-based decision Machine Learning approach R0878 · HHS/FDA/OII	HHS	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Contract and in-house
GrantSolutions Recipient Risk Tool R1033 · HHS/ASFR/OG	HHS	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
Prisoner Assessment Tool Targeting Estimated Risk and Needs (PATTERN) DOJ-0160 · Department of Justice / FBOP	DOJ	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Cargo Classification Tool DHS-94 · CBP	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Critical Infrastructure Network Anomaly Detection DHS-106 · CISA	DHS	Deployed	Not high-impact	Cybersecurity	Classical / predictive ML	Developed in-house
Adaptive Risk Model for Inspected Small Passenger Vessels DHS-178 · USCG	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Network Security and Analysis DOE-347 · IM-60 - IM Enterprise Operations and Shared Services (IM)	DOE	Deployed	Not high-impact	Cybersecurity	Classical / predictive ML	Purchased from vendor
Risk Rating Model FRB-0050 · Division of Supervision and Regulation	FRB	Pilot	Not high-impact	Other	Classical / predictive ML	Developed in-house
AI Incident Management VA-25-651 · OIT: Office of Information & Technology	VA	Pilot	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
RAMjET: RApid Machine lEarned Triage - AI to classify astrophysical phenomena in photometric lightcurves NASA-182 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
MATISSE: MAchine inTelligence for Small SatellitEs - application of AI to permit autonomic science triage for small, power starved satellites NASA-646 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Financial System Data Analysis FRB-0051 · Division of Financial Stability	FRB	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Not reported
Risk Identification and Response FDIC – 42 · Division of Finance	FDIC	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Not reported
Malware Reverse Engineering DHS-107 · CISA	DHS	Pre-deployment	Not high-impact	Cybersecurity	Classical / predictive ML	Not reported
Program Integrity (RRAD-PI) AI Counter-Fraud Enhancement Measures DHS-2724 · FEMA	DHS	Pre-deployment	Not high-impact	Service Delivery	Classical / predictive ML	Not reported
CWA PA 79 · OECA	EPA	Pre-deployment	Not high-impact	Law Enforcement	Classical / predictive ML	Not reported
RMP Risk Modeling 82 · OECA	EPA	Pre-deployment	Not high-impact	Law Enforcement	Classical / predictive ML	Not reported
PestScore VA: AI-Driven Pest Risk Forecasting VA-25-4094 · VHA: Veterans Health Administration	VA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported