AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Counterparty Risk Anomaly Detection HUD-2024-001 · Ginnie Mae	HUD	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Automated Draft Narrative Reports Previously "Automating Draft Counterparty Credit Narrative Reports"; have since expanded to general enterprise use. HUD-2024-003 · Ginnie Mae	HUD	Deployed	Not high-impact	Other	Natural language processing	Contract and in-house
Renamed: 356H Machine Learning (ML) Facility Supply Chain Role Classification Previously: 356H ML Facility Supply Chain Role Classification R0816 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Annual Report CMC R0822 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Generative AI	Contract and in-house
Renamed: Application References Previously: Application-DMF Reference R0823 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Natural language processing	Contract and in-house
Renamed: Extracting DMF Facilities from unstructured documents Previously: DMF (Drug Master File) Facilities R0824 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Natural language processing	Contract and in-house
Renamed: Module 3 Facilities Extraction Previously: Module 3 Faculties R0827 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Generative AI	Contract and in-house
Packaging Materials and Suppliers R0828 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Generative AI	Contract and in-house
Real World Data/Evidence R0830 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Generative AI	Contract and in-house
Regulatory Starting Material R0831 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Generative AI	Contract and in-house
Category Subcategory Classification - Safety Reports Bot R0841 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Other	Contract and in-house
Elsa GenAI Chat Tool R0870 · HHS/FDA/OC	HHS	Deployed	Not high-impact	Other	Generative AI	Contract and in-house
DAIT AIDS-Related Research Solution R0912 · HHS/NIH	HHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
Federal IT Acquisition Reform Act (FITARA) Tool R0916 · HHS/NIH	HHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
SRDMS NLP COI R0941 · HHS/NIH	HHS	Deployed	Not high-impact	Administrative Functions	Natural language processing	Contract and in-house
TB Case Browser Image Text Detection R0945 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Computer vision	Contract and in-house
TB DEPOT (Tuberculosis Data Exploration Portal) R0974 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Contract and in-house
TB Portals Outlier Detection Lambda Function R0975 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Computer vision	Contract and in-house
CBP Translate DHS-2388 · CBP	DHS	Deployed	High-impact	Law Enforcement	Natural language processing	Contract and in-house
Position Description Generation and Evaluation DHS-2451 · CBP	DHS	Deployed	Not high-impact	Human Resources	Generative AI	Contract and in-house
AI-Augmented Declassification Review R3213 · A/SKS	STATE	Deployed	High-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
AI Research Engine (AIRE) R3231 · DT	STATE	Deployed	Not high-impact	Information Technology	Generative AI	Contract and in-house
TIP Report Research Translation R3264 · DT	STATE	Deployed	Not high-impact	Other	Generative AI	Contract and in-house
Smart Solution for Docket Management (SSDM) R0869 · HHS/FDA/OC	HHS	Pilot	Not high-impact	Other	Generative AI	Contract and in-house
OSPIDA RPAB Scientific Coding Assistance Tool (CAT) R0998 · HHS/NIH	HHS	Pilot	Not high-impact	Administrative Functions	Natural language processing	Contract and in-house
AWS Exscribo R0999 · HHS/NIH	HHS	Pilot	Not high-impact	Administrative Functions	Generative AI	Contract and in-house
Trust Document Entity Extraction FDIC – 52 · Division of Resolutions and Receiverships	FDIC	Pilot	Not high-impact	Other	Natural language processing	Contract and in-house