3 matching use cases
OMB-IND-HUD-2024-001OMB Individually Reported
Counterparty Risk Anomaly Detection
Ginnie Mae is responsible for analyzing counterparty risk profiles of mortgage issuers who participate in Ginnie Mae’s program. Ginnie Mae analyzes data from multiple sources to i…
OMB Individually ReportedOtherLow risk
OMB-IND-HUD-2024-002OMB Individually Reported
Subledger Data Quality Machine Learning
Ginnie Mae analyzes Master Sub-Servicer (MSS) transaction data on a monthly cadence. The AI solution allows Ginnie Mae to detect anomalies in this data that would not be detecte…
OMB Individually ReportedProcurement and Financial ManagementLow risk
OMB-IND-HUD-2024-003OMB Individually Reported
Automated Draft Narrative Reports Previously "Automating Draft Counterparty Credit Narrative Reports"; have since expanded to general enterprise use.
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 er…
OMB Individually ReportedOtherLow risk