OMB Individually Reported
Automated Draft Narrative Reports Previously "Automating Draft Counterparty Credit Narrative Reports"; have since expanded to general enterprise use.
Low riskExact public inventory row
Description
Ginnie Mae uses Natural Language Generation (NLG) to implement coded rules and generate draft narratives/memos. This application of AI enables processing efficiency and reduces errors that can occur in a manual process.
Detailed example
Draft memos/reports
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
The AI solution ensures greater accuracy in reporting, time savings, and eliminates manual steps that are prone to error.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
This is not a self-learning or self-refining system. The reports are generated from business rules and format established by Ginnie Mae staff.