Retail Data Platforms Link Cargo Theft to Resale Markets
A software company says its analytics help investigators track stolen goods from freight containers to local stores, bridging gaps between separate law enforcement agencies.
By Rafael Bailey ·

Retail crime intelligence firm Auror reports that its software helps investigators connect disparate theft incidents across state lines. The platform analyzes data collected by participating retailers to identify patterns in cargo theft and suspected resale operations. This technology aims to overcome the delays that often occur when law enforcement agencies share information independently.
Raul Aguilar, head of law enforcement partnerships for North America at Auror, noted that offenders frequently commit dozens of crimes nationwide. He stated that the company shares intelligence with Cook County Sheriff's Commander Michael Ware and other investigators. The goal is to identify repeat offenders who move merchandise through a network of stores and borders.
The system requires retailers to document thefts, including descriptions of suspects, vehicles, and stolen items. Analytics then search for connections between these reports. Aguilar explained that silos within law enforcement often prevent quick information sharing. He described these barriers as making it difficult to recognize links between separate cases.
A previous investigation into Future Fashion in Chicago's Brighton Park neighborhood illustrated how retailer tips can launch criminal probes. An investigator said Victoria's Secret contacted authorities because unreleased products appeared in the store. Undercover officers then sold items represented as stolen to the business before buying them back.
Investigators examined merchandise during a search, assisted by retail representatives. They had to distinguish stolen goods from legitimate purchases. The owner and an employee were charged with theft of more than $10,000 and continuing a financial crime enterprise. Both individuals are presumed innocent. The interviews for this report do not establish that Auror was used to develop that specific case.
Aguilar, who previously led a national initiative for Homeland Security Investigations, described cargo theft as ranging from opportunistic break-ins to coordinated efforts. He said some thieves use cyber-enabled fraud or insider information to track valuable loads. Stolen items like iPhones are often shipped overseas, generating revenue for transnational criminal networks.
Aguilar clarified that Auror acts as a software provider rather than a camera company. Retailers own their data and decide whether to share it with law enforcement. Records can help investigators trace how merchandise moves from thieves to buyers and where the money goes. One sheriff's official described the current offenders as having tentacles everywhere.
More Business · Consumer Watch · Report a business · Got a Story?





