At least four San Francisco Grocery Outlet stores have deployed RealNetworks' SAFR Guard facial recognition technology to identify suspected shoplifters, a move that is legal but draws criticism from privacy advocates.

At least four Grocery Outlet locations in San Francisco — Mission, Portola, Bayview, and Richmond District — have deployed facial recognition technology to identify suspected shoplifters. The discount grocer is using SAFR Guard, a system developed by RealNetworks, which scans the faces of all individuals entering the stores and compares them against a watchlist of previously flagged individuals. The company itself has remained silent on the implementation, with Grocery Outlet leadership declining or not responding to press inquiries, leaving the technology provider to address public concerns.

That deployment navigates a complex legal landscape. While San Francisco enacted a facial recognition ban in 2019, it specifically applies only to city agencies, leaving private retailers like Grocery Outlet exempt. The Electronic Frontier Foundation (EFF) has confirmed that the usage does not violate current California privacy law, meaning there are no active governmental restrictions preventing its operation. SAFR President Charisse Jacques maintains that SAFR Guard is intended for security purposes and does not proactively share data with law enforcement, though the company’s privacy policy allows for data disclosure in response to court orders.

Privacy advocates, however, are raising significant alarms. F. Mario Trujillo, a Senior Staff Attorney at EFF, described the system as a "dragnet that scans everyone," regardless of their intent. Lee Hepner of the American Economic Liberties Project highlighted the "coercive element" of this data collection, especially for low-income shoppers who rely on Grocery Outlet's affordable prices and may not have alternative shopping options. Critics point to past incidents, such as the FTC’s five-year ban on Rite Aid using facial recognition after repeated misidentifications, to underscore the potential for false flagging and disproportionate impact, particularly on Black women, who studies show are more likely to be misidentified. The lack of transparency from Grocery Outlet compounds these concerns, leaving unanswered questions about how watchlists are compiled and governed.

The silent rollout by Grocery Outlet and the vendor's guarded defense illustrate a growing tension between retail loss prevention and individual privacy in the Bay Area, a region often at the forefront of regulating technology.