UPS-Owned Happy Returns Uses AI to Detect and Prevent Retail Return Fraud in the U.S.

Thumbnail Image

The information displayed in the AIM should not be reported as representing the official views of the OECD or of its member countries.

UPS-owned Happy Returns is piloting an AI tool, Return Vision, to combat widespread retail return fraud in the U.S. The AI analyzes images of returned items, flags suspicious cases for human review, and has helped identify fraudulent returns, mitigating significant financial losses for retailers like Everlane, Revolve, and Under Armour.[AI generated]

Why's our monitor labelling this an incident or hazard?

An AI system is explicitly involved in the detection of fraudulent returns, which is a form of financial harm to retailers (harm to property/economic harm). The AI system's use is directly linked to identifying and mitigating this harm. Since the fraud is ongoing and the AI tool is actively used to combat it, this constitutes an AI Incident where the AI system's use is directly related to harm (fraud losses).[AI generated]
Industries
Logistics, wholesale, and retail

Severity
AI incident

Business function:
Monitoring and quality control

AI system task:
Recognition/object detectionEvent/anomaly detection


Articles about this incident or hazard