OMB Individually Reported
Social Security Income (SSI) Redetermination Model
High riskExact public inventory row
Description
This AI use case identifies SSI overpayment cases that have highest expected overpayments for review.
Detailed example
The system outputs numerical scores for individuals, comprised of likelihood and amount of overpayment.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
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
Helps prioritize important program activities and contributes to overall public program efficiency and effectiveness.
Controls / human review
ATO: No; PIA: Not published
Data needed
Model used data from SSI Redetermination Data Sets