AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Credential Authentication Technology with Camera System (CAT-2) and AutoCAT (CAT-2 in an e-gate form factor) DHS-327 · TSA	DHS	Deployed	High-impact	Transportation	Classical / predictive ML	Purchased from vendor
Text Analytics Data Science Sentence Similarity Model DHS-130 · USCIS	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
Verification Match Model DHS-2384 · USCIS	DHS	Deployed	High-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
Pre-Effectuation Review (PER) / Targeted Denial Review (TDR) Models R3100 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Continuing Disability Review Model R3101 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Quick Disability Determinations Model R3104 · Law and Policy, Disability Policy	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Purchased from vendor
AI-Augmented Declassification Review R3213 · A/SKS	STATE	Deployed	High-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
ServiceNow Classification Prediction DOE-563 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
ServiceNow Cluster Analysis DOE-637 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
ServiceNow Similarity Analysis DOE-643 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor