Investigators Track 60 Theft Events Per Offender Using New Retail Data Tools

Retail theft in Chicago has moved beyond simple break-ins into complex networks that span state lines and international borders. Identifying the buyers and final beneficiaries of stolen freight now requires linking digital clues across multiple jurisdictions.

Raul Aguilar, head of law enforcement partnerships for North America at retail crime intelligence company Auror, stated that individual offenders can be linked to 20, 30, 40, 50, or even 60 theft events across the country. His company provides software that allows participating retailers to document incidents after they occur. These records include details on stolen items, suspect descriptions, vehicles, and the presence of weapons.

The platform uses analytics to identify connections between different stores. This gives investigators a method to examine incidents that would otherwise remain in separate, isolated reports. Aguilar noted that delays in sharing information create silos within law enforcement, preventing data from moving quickly between agencies. He emphasized that while the software provides leads, establishing connections and proving criminal conduct still requires traditional police work and physical evidence.

A previous report detailed how a retailer tip helped launch an investigation into Future Fashion, a store on West 47th Street in the Brighton Park neighborhood. An investigator said Victoria’s Secret contacted them about unreleased products appearing in the store. Investigators used an undercover officer to sell items claimed to be stolen to the business, then had another officer buy them back. During the search, retail representatives helped examine the merchandise. The owner stated he had records of the sellers. He and an employee were charged with theft of more than $10,000 and continuing a financial crime enterprise. Both are presumed innocent. It is not established that Auror data was used to develop this specific case.

Aguilar, who previously led a national initiative for Homeland Security Investigations, described cargo theft as both opportunistic and coordinated. Some thieves take random items from containers, while others use cyber-enabled fraud or insider information to target valuable loads. He noted that stolen goods, such as hundreds of thousands of dollars worth of iPhones, are often shipped overseas to fuel transnational criminal networks involved in drug and weapon violations.

When asked about safeguards for innocent people, Aguilar clarified that Auror is a software company, not a camera company. He stated that retailers own their data and decide whether to share it with law enforcement. The records document information after thefts, threats, or assaults. This data allows investigators to trace who took merchandise, who bought it, and where the money went. A sheriff's official noted that the current offenders have tentacles everywhere.