AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Internal Referral Module (IRM) R0919 · HHS/NIH	HHS	Deployed	Presumed high-impact, determined not	Administrative Functions	Classical / predictive ML	Contract and in-house
The Advanced Trade Analytics Platform (ATAP) DHS-101 · CBP	DHS	Deployed	Presumed high-impact, determined not	International Affairs	Classical / predictive ML	Contract and in-house
Entity Resolution DHS-24 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Automated Item of Interest Detection DHS-37 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Investigative Prioritization Aggregator DHS-125 · ICE	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Biometrics Enrollment Tool (BET) Fingerprint Quality Check DHS-14 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Automated Name and Date of Birth (DOB) Harvesting Service DHS-180 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Service Delivery	Classical / predictive ML	Contract and in-house
User Entity and Behavior Analytics (UEBA) for Security Operations (SecOps) Anomaly Identification DHS-372 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Cybersecurity	Classical / predictive ML	Contract and in-house
Person-Centric Identity Services Information Compilation Check DHS-56 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house