Tackling Operational Shrink, Loss, and Fraud

Description

This IDC Perspective explores how artificial intelligence (AI), computer vision, RFID, and edge computing are reshaping loss prevention from friction-based deterrence to intelligence-driven intervention, and offers retailers a structured approach to technology selection, deployment, and ROI justification. Retail shrink is no longer a manageable cost of doing business - it is a strategic crisis demanding a new technological response. "Loss prevention is at an inflection point. Retailers can no longer afford to choose between security and customer experience - the most effective next-generation platforms deliver both simultaneously. The vendors gaining ground are those that fuse computer vision, RFID, and point-of-sale (POS) data into unified, real-time intervention systems, rather than deploying point solutions that address only one zone or one theft vector," says Filippo Battaini, research manager, IDC Retail Insights.

Product Code: US52810925

Executive Snapshot

Key takeaways
Recommended actions

Situation Overview

The escalating shrink crisis
The failure of traditional friction-based security
Self-checkout vulnerabilities and changing consumer behavior
Legal and economic enablers of organized retail crime
The technology imperative
- Next-generation loss prevention solutions
  - Point-of-transaction solutions: Intelligent checkout protection
  - Exit and perimeter control: RFID-enabled smart exits
  - Enterprise intelligence and analytics: Predictive loss prevention
Challenges of using the technology
- Privacy concerns and regulatory compliance
- Customer experience trade-offs
- The perpetual arms race
Organizational and ethical considerations