AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Sub-Asset Maintenance Model BEP-25 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
Inventory Replenishment Forecast BEP-42 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
IDV Model BEP-67 · Bureau of Engraving and Printing (BEP)	TREAS	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Contract and in-house
Form 990N Machine Learning Model TREAS-125 · Internal Revenue Service (IRS)	TREAS	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Developed in-house
Machine Translation TREAS-28 · Internal Revenue Service (IRS)	TREAS	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
Synthetic Data Engine TREAS-85 · Internal Revenue Service (IRS)	TREAS	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Identity Verification TREAS-IRS-59 · Internal Revenue Service (IRS)	TREAS	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Purchased from vendor
Integrate Word Processor AI for Digitalization TREAS-IRS-64 · Internal Revenue Service (IRS)	TREAS	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
Programmatic Access to LLMs via API TREASURY-OFR-002 · Office of Financial Research (OFR)	TREAS	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house