An Innocent Driver Was Held at Gunpoint Over a Flock Camera Mix-Up: "Wrong Person But Also Wrong Car" - MotorBiscuit

Skip to content

Search

Search

An Innocent Driver Was Held at Gunpoint Over a Flock Camera Mix-Up: "Wrong Person But Also Wrong Car"

By:<br>Rahaan Mazumder

Published:<br>August 8, 2026 - 1:30 pm

Rahaan Mazumder

August 8, 2026

Add MotorBiscuit as a preferred source

For most drivers, an automated license plate reader (ALPR) is just a piece of metal sitting quietly on the side of the highway. But when the technology powering those cameras makes a catastrophic mistake, the consequences for everyday citizens can be absolutely terrifying.

A high-risk traffic stop in Wisconsin is currently putting Flock Safety cameras under intense scrutiny. A digital mix-up in the system recently resulted in an innocent driver and their passenger being pulled over by multiple police cruisers and held at gunpoint on Interstate 94.

The incident occurred in Waukesha County, Wisconsin, when Brookfield Police Department officers received a severe alert from their Flock camera network. The ALPR system flagged a passing vehicle, indicating it was directly connected to an active homicide investigation out of Milwaukee.

Acting on the severity of the digital alert, officers initiated a high-risk felony traffic stop. In footage obtained by FOX6 News Milwaukee, the terrifying reality of the situation is clear. The broadcast highlighted the dashcam video, noting there were "multiple squads on I-94… officers with guns drawn and a passenger sticking their hands out the window".

The occupants of the vehicle were undoubtedly fearing for their lives, staring down the barrels of police firearms. But as officers moved in to investigate, they quickly realized something was terribly wrong.

According to the FOX6 report, the Flock alert was a complete failure. It was the "wrong person but also wrong car".

When officers on the scene contacted the Milwaukee Police Department to verify the homicide flag, the situation de-escalated just as quickly as it had begun. "Milwaukee said they no longer needed the car or the people inside, so officers let them go," the reporter confirmed.

The Danger of Flock’s Ghost Hits and Lagging Hotlists

While the Brookfield Police Department was acting on the information provided to them, the terrifying incident exposes a massive, systemic flaw in ALPR technology.

Flock cameras and other ALPR systems don’t operate in a vacuum. They rely on Optical Character Recognition (OCR) software to read a license plate, which is then bounced against regional "hotlists" or the FBI’s National Crime Information Center (NCIC) database.

However, these systems are notoriously prone to two major errors. First, the OCR software frequently misreads letters and numbers—confusing a ‘G’ for a ‘C’, or an ‘O’ for a ‘Q’. Second, police departments often fail to update their hotlists. If a stolen car is recovered or a suspect is cleared, but the department forgets to manually remove the license plate from the database, the vehicle remains "hot" in the system.

This exact phenomenon has led to several high-profile lawsuits across the country. In 2020, Aurora, Colorado police notoriously held a Black family (including small children) face-down at gunpoint after an ALPR misidentified their SUV as a stolen motorcycle from another state. When officers trust the camera’s algorithm over their own eyes, innocent citizens are placed in immediate, life-threatening danger.

The Growing Political Backlash

The I-94 incident is adding fuel to a growing anti-surveillance movement pushing back against Flock cameras. Lawmakers and citizens are increasingly uncomfortable with the lack of regulation surrounding the data collection and the very real dangers of system glitches.

During the FOX6 broadcast, the Dane County chair explained why his region recently decided to terminate its relationship with the surveillance company. Noting that the technology was "violating people’s trust," the chairman stated, "we pulled the funding from the sheriff’s office… to not continue that contract".

For their part, Flock issued a standard PR statement regarding the controversial I-94 stop. "We understand that people have legitimate questions about any technology used by law enforcement and we welcome that conversation," the company stated to FOX6.

While a conversation is a start, it likely offers little comfort to the innocent Wisconsin residents who found themselves looking down the barrel of a gun because a camera made a mistake.

Leave a Reply Cancel reply<br>Your email address will not be published. Required fields are marked *<br>Comment *<br>Name *

Email *

Website

Save my name, email, and website in this browser for the next time I comment.

Follow Us

Home » An Innocent Driver Was Held at Gunpoint Over a Flock Camera Mix-Up: "Wrong Person But Also Wrong Car"

Rahaan Mazumder

Rahaan Mazumder is a Kolkata-based digital journalist tracking the high-speed...