OMB Individually Reported
Production Operations Anomaly Analysis
Low riskExact public inventory row
Description
Identify potential production issues proactively and refer for human analysis
Detailed example
Flags anomalies that stray far from its predictions
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
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Early identification of issues and improved response time, ensure accuracy of bills
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Production Operational data, high level billing data, state and agency summarized billing data, beneficiary level billing data in the future (no PII/PHI)