OMB Individually Reported
Outlier Detection
Low riskExact public inventory row
Description
Efficiently process large volumes of firm data to identify anomalies and extract meaningful insights
Detailed example
Identify, synthesize, and deliver information from firms
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
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Traditional AI to help identify, synthesize, and deliver information provided by firms.
Controls / human review
ATO: Not reported; PIA: Not published