A software license reviewed by WIRED ties the consumer Meta AI app to Rank One Computing, a Denver vendor that supplies face recognition to the U.S. Marshals, the Navy's criminal investigators, and U.S. Special Operations Command.
A software license reviewed by WIRED shows that Meta acquired active rights to use Rank One Computing's face-recognition system inside the test build of the Meta AI app that powers its Ray-Ban and Oakley smart glasses. The license authorizes face recognition plus liveness detection and supports up to 10 million facial templates, according to WIRED's review of the document. It is the first documented business relationship between the two companies, and it was in force when a version of the app shipped this month to more than 50 million phones, with dormant remnants of Rank One's initialization code still present on user devices.
Rank One is a Denver-based vendor that draws roughly 80 percent of its revenue from government clients, per WIRED's reporting. The U.S. Marshals Service uses its face-recognition algorithms to confirm prisoners' identities without fingerprinting during transport. The Naval Criminal Investigative Service, the Navy's criminal-investigation arm, purchased a Rank One video tool called ROC Watch. Under a U.S. Special Operations Command research contract, the company also developed long-range face recognition, claiming in its own marketing that its software can identify a face from as far as a kilometer away, a vendor figure tied to the SOCOM contract and not independently verified in operational conditions.
The license is not the only face-recognition work happening inside Meta. WIRED's earlier reporting found that engineers had quietly built a separate, in-house system internally called NameTag into the Meta AI app as early as January, while the company publicly said no final decision had been made on face recognition. Andy Stone, Meta's vice president of communications, told WIRED the face-recognition work is "purely exploratory" and that "no final decision has been made on what to do here, if anything." Meta declined to answer questions about the Rank One relationship, including when it began, why the software was licensed, or whether the arrangement is still active. Rank One also declined to comment.
On June 5, one day after WIRED revealed NameTag, Meta deleted face-recognition components from the Meta AI app, per WIRED's follow-up reporting. It is not clear from the available reporting whether the Rank One license was terminated or whether its code remnants were also stripped. The timing shows that the dormant integration sat on consumer devices until publication brought it to light.
Rank One's leadership bench tracks the company's federal footprint. CEO B. Scott Swann previously ran the FBI division that operates the bureau's biometric databases. The board includes a former CIA deputy director for science and technology, a former head of the FBI's science and technology branch, and a former Pentagon official who stood up a multibillion-dollar special-capabilities office. Rank One was founded in 2015 by engineers who had built face-recognition systems at the nonprofit research institute Noblis, where their work included evaluating algorithms for a U.S. intelligence research agency. The company went public on Nasdaq in February.
A February 2026 New York Times report, citing internal Meta documents and relayed through WIRED, said the company was developing face recognition for its smart glasses and weighing a launch as soon as this year. One internal memo reportedly described releasing the technology during a "dynamic political environment" in which privacy and civil-liberties advocates would be distracted, language the NYT attributed to the documents and that has not been independently confirmed.
The Rank One license is what moves this from a vague "Meta is exploring face recognition" story to a documented contract with a named Pentagon-adjacent vendor. Police departments across the country already run Rank One's algorithms through tools they buy from other vendors, so the algorithms themselves are not new to law enforcement. What is new is the pipeline: the same biometric stack flowing from military research into federal and local police tools, and now into a mass-market consumer app, with no public audit point in between.
Readers can use the markers to recognize the next instance. Rank One Computing, the kilometer-range vendor claim, the 10-million-template license, the June 5 deletion, and the dormant NameTag code are the specific names and dates worth asking about when biometric integrations appear on other devices or in other apps.