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CBP Bought Clearview AI Without the Required Privacy Review
CBP paid $225,000 in February for 15 Clearview AI licenses, with no Privacy Threshold Analysis in the public record despite the contract's own language requiring one. Three of the 14 documented facial recognition wrongful arrests trace to Clearview AI.
CBP paid Clearview AI $225,000 on February 11 for 15 licenses inside the National Targeting Center's intelligence division.
The E-Government Act requires a privacy review before any federal system that collects identifiable data goes live; at DHS, the Privacy Threshold Analysis is that mandated first step. The contract's own Statement of Work confirms the trigger: any contractor system handling PII. DHS publishes completed PTAs, and none appears for this contract.
Clearview's marketing materials place the system at 99.85% accuracy, citing a 2021 National Institute of Standards and Technology evaluation. That test matched mugshot photographs against mugshot databases in controlled laboratory conditions. Clearview's own website restricts the tool to "After the Crime" investigations; CBP's Statement of Work describes the purpose as "tactical targeting and counter-network analysis."
From Lead to Charging Document
Seven months before CBP signed, West Fargo police ran a Tennessee woman's photo through Clearview AI. The system returned what the department's own report called "a potential suspect with similar features." Angela Lipps, 50, was arrested on July 14, 2025, for crimes committed in North Dakota, a state her bank records showed she had never visited.
A Fargo detective reviewed her social media profile and Tennessee driver's license photo. His charging document stated she "does appear to be the suspect based on facial features, body type and hairstyle and color."
She spent more than five months in jail before charges were dismissed on Christmas Eve 2025. Her home, her car, and her dog were gone.
The Count
The American Civil Liberties Union tracks wrongful arrests from police reliance on facial recognition technology and puts the current total at 14 documented cases. Three of the 14 trace to Clearview AI.
Randal Quran Reid, a Georgia resident, was jailed in November 2022 after Jefferson Parish, Louisiana, Detective Andrew Bartholomew ran his photo through Clearview. The warrant identified him through "a credible source" with no mention of the tool; Reid had never visited Louisiana. Jefferson Parish settled his federal civil rights suit for $200,000 in May 2025.
An Indiana investigation named "Clearview AI software" in the warrant affidavit without additional confirmatory work; the defendant in that case is unnamed in the source record.
DHS's AI inventory states that "no enforcement action is taken based solely on leads generated by this tool." The CBP contract specifies no procedure for how results travel from NTC analysts to field agents.
The missing PTA changes what that assurance is worth. The procedure governing the handoff between an NTC analyst's match and a field agent's warrant has not cleared its own required audit. The Lipps chain is the gap made visible: a Clearview result, plus a detective's notes on body type and hairstyle, becomes probable cause.
Senators Warner and Kaine demanded a DHS investigation in January 2026. The ICE Out of Our Faces Act, introduced in February, would ban both agencies from Clearview and require deletion of collected data. September 2026 is when the CBP contract expires; the missing PTA either materializes by then or becomes a renewal decision made without it.