AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Name Matching SEC-19 · Division of Examinations (EXAMS)	SEC	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Parsing of Plain Language Descriptions to Machine-Readable Notations SEC-20 · Division of Examinations (EXAMS)	SEC	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Using Machine Learning/Artificial Intelligence Techniques to Predict Entities With Certain Risk Characteristics SEC-24 · Division of Examinations (EXAMS)	SEC	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Identification of Potentially Manipulative Activity in Certain Accounts SEC-26 · Division of Examinations (EXAMS)	SEC	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Counterparty Risk Anomaly Detection HUD-2024-001 · Ginnie Mae	HUD	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Resource Capacity Planning R0832 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Expenditure Classification Autocoder DOL-21 · BLS	DOL	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Veteran Experience Office Retention/Trust Models in Customer Experience Insights VA-25-5411 · OIT: Office of Information & Technology	VA	Deployed	Not high-impact	Other	Classical / predictive ML	Contract and in-house
ACORN (Autonomous Operation for Reactor Technologies) DOE-527 · NE INL - NE Idaho National Laboratory (NE)	DOE	Pilot	Not high-impact	Other	Classical / predictive ML	Contract and in-house
Chatbot FTC-0003 · BCP/DCRO	FTC	Retired	Not high-impact	Other	Classical / predictive ML	Contract and in-house