SSA · no agency ID · record R3111
Benefit and Earnings Public Use File
Social Security Administration · Chief Information Officer, Analytics and Improvements
Overview
- Development stage
- DeployedSource: c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
- High-impact designation
- Not high-impactSource: c) Not high-impact
- Impact justification
- Not reported
- Start date
- 2025-05-01 (day precision)Source: 5/1/2025 0:00
- Withheld from public reporting
- NoSource: a) No
Mission
- Topic area
- Other
- Operational functions
- No function tag matched Derived by keyword rules; see methodology
Problem the AI is intended to solve
Generate high fidelity synthetic benefits and earnings data for external researches to support policy research and decision making while protecting privacy.
Expected benefits
Enhanced data privacy; inform policies to support data driven decision making
System outputs
Synthetic microdata file aimed for public use by policy researchers
Technology
- AI classification
- Classical / predictive MLSource: Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relatio…
- System name(s)
- Not reported
- Custom-developed code
- Yes
- Public source code
- Not reported
Sourcing
- How it was built
- Developed in-houseSource: b) Developed in-house
- Vendor (as reported)
- Not reported
- Vendors (standardized)
- None on the standard list
A vendor is the supplier named by the agency. It does not identify the underlying model or AI technology.
Data and privacy
- Involves PII
- No
- Privacy Impact Assessment
- PIRA/PTA - OGC OPD
- Authorization to Operate
- No
- Demographic features
- b) Sex
- Training and evaluation data
- Model used data from disability program data sets
- Federal Data Catalog
- catalog.data.gov ↗
Governance
0 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.
Pre-deployment testingNo answer reported
AI impact assessmentNo answer reported
Independent reviewNo answer reported
Ongoing monitoringNo answer reported
Operator trainingNo answer reported
Fail-safeNo answer reported
Appeal processNo answer reported
User and public consultationNo answer reported
Potential impacts and how they were identified
Not reported