OMB Individually Reported
Improved Data Quality Checks
Low riskExact public inventory row
Description
(Marketplace) Improve consumer experience by providing an asynchronous (not at the same time) solution to detect and provide near real time feedback via outreach to the consumer, shortening the overall return cycle time without requiring UI changes.
Detailed example
Improvement of user experience
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
Develop a POC classifier model to identify incorrect document upload types / low-quality images through use of optical character recognition (OCR).
Controls / human review
ATO: Not reported; PIA: Not published