『Inside the Data War on Retail Crime, with Agilence CEO Russ Hawkins』のカバーアート

Inside the Data War on Retail Crime, with Agilence CEO Russ Hawkins

Inside the Data War on Retail Crime, with Agilence CEO Russ Hawkins

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Why it matters

Organized retail crime has evolved into a coordinated, data-driven business, forcing retailers to elevate loss prevention from a back-office security function to a strategic, cross-functional priority tied directly to profit protection.

What’s changing

  • Retailers are moving from reactive responses to predictive ORC models.
  • Disparate systems are being unified across POS, video, loyalty, and location data.
  • Early, non-confrontational customer engagement is proving to be a powerful deterrent.
  • AI is translating complex data into clear risks and recommended actions.

How it works

Hawkins outlines a four-layer analytics model:

  • Descriptive: What’s happening across stores, products, and regions.
  • Diagnostic: Why losses are occurring, including methods and networks.
  • Predictive: What’s likely to happen next based on patterns and risk scoring.
  • Prescriptive: What actions store teams and leaders should take.

Bottom line

Loss prevention is no longer about catching shoplifters; it is about using data, analytics, and AI to protect margins, employees, and customers at scale.

Retail's Most Wanted is presented by LVT and the Attorney General Alliance.

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