26 Sept 2026United StatesFlock Safety license plate readers
WEKU, WKYT and LEX 18 reported that Lexington police surrounded a couple's home in the early hours of 26 September 2026 while investigating a reported assault in a road-rage incident. The victim had described a dark pickup truck and gave no license plate. The Lexington Police Department said officers searched its Flock camera network using the description, that only one return matched at that time of day, and that this led to the response to the residence. Doorbell video showed several police cars, spotlights and an officer with a gun unholstered at the door. Officers told the couple they were not suspects and left after about ten minutes. Police said they determined the truck was not the suspect vehicle, placed no charges and described the visit as following up a lead, not a misidentification. The residents said the response frightened them and a 94-year-old relative inside the home.
Contextual tracker case Low reported severity Media Coverage
AI involvement supported · Causal attribution supported · 3 sources · Added 05/10/2026
2 Aug 2020United StatesUnidentified license plate reader
On 2 August 2020 Aurora police officers stopped an SUV they believed to be stolen, ordered the woman driving it and four children to lie on the ground at gunpoint, and handcuffed two of the children. The Denver Post reported that a license plate reader at an Aurora intersection had alerted police because the SUV had the same plate number as a stolen motorcycle from Montana, and that officers did not check the reading or the vehicle description. Prosecutors declined to charge the officers in January 2021 and called what happened unacceptable and preventable. The department said all officers were repeating training on license plate scanners. Sentinel Colorado reported that the department's system had flagged the SUV, which carried Colorado plates, and that the City of Aurora agreed in February 2024 to a $1.9 million settlement with the woman and the children to resolve a lawsuit over the officers' actions. One officer was suspended for 160 hours. The woman said the stop destroyed her mentally and that one of the children became withdrawn.
Contextual tracker case Medium reported severity Involving minors Lawsuit Settled
AI involvement reported · Causal attribution supported · 2 sources · Added 05/10/2026
Jun 2026United StatesFlock Safety license plate readers
An automotive journalist for The Drive wrote that on a Sunday afternoon in late June four Plymouth police cars boxed in the Range Rover press vehicle the journalist was testing, in a Kohl's parking lot. Officers ordered the journalist and the journalist's wife out, patted the journalist down, questioned both and said the plates were stolen. According to the account, officers said they had tracked the vehicle for days through Flock license-plate cameras and acted on a camera alert that morning. The couple were released after about an hour, once the manufacturer explained that a similar plate had been reported stolen in California. In a follow-up, Flock's chief communications officer said the stolen plate had been entered without its two middle digits and that the system matched what it was asked to find. The spokesperson said an alert does not equal probable cause. The police chief acknowledged that officers did not get it right. A second journalist with a similar plate was later stopped in Nebraska.
Contextual tracker case Low reported severity Media Coverage
AI involvement reported · Causal attribution supported · 2 sources, 1 underlying account · Added 05/10/2026
Feb 2026United StatesFlock Safety license plate readers
KATV reported on 18 March 2026 that in February a Flock license-plate-reader camera in Sherwood, Arkansas flagged a black Chevrolet Tahoe as stolen. An officer stopped the car in a Kohl's parking lot, drew his weapon and detained the driver; a second officer arrived and the passenger, who was in the back seat next to a one-month-old child, was also detained. According to the incident report, the plate the camera matched belonged to the stolen vehicle in its system and the stopped car was a different vehicle: the camera's read was off by one letter. The officers released both people once they realized the mistake. After the incident the Sherwood Police Department set up a Flock transparency portal.
Contextual tracker case Medium reported severity Internal Action
AI involvement reported · Causal attribution supported · 1 source · Added 04/10/2026
Jun 2025United StatesFlock Safety license plate readers
In June 2025 Morristown, Tennessee, police stopped a couple driving their 3-year-old granddaughter to a doctor's appointment, held them at gunpoint and handcuffed them both. The grandmother's personalized plate spelled a nickname with the letter O; a Ford F-150 reported stolen in Claiborne County carried the same word spelled with a zero. Business Insider reported in March 2026 that officers received a Flock alert that the plate was stolen, that the Flock investigative summary recorded the couple's plate with a zero, and that the stolen pickup had already been recovered but was never removed from the system. The police department told WATE that the officer ran the tag as displayed, with an O, and that with either character it showed as stolen in the crime information database; the police chief told Business Insider that officers relied on the National Crime Information Center as protocol requires. The grandfather told WATE that he thought he might be shot and felt humiliated, and the grandmother said she was crying as she heard her granddaughter calling for her.
Contextual tracker case Medium reported severity Media Coverage
AI involvement reported · Causal attribution disputed · 2 sources · Added 04/10/2026
16 Apr 2021United StatesFlock Safety license plate readers (reported)
At about 5:30 a.m. on 16 April 2021, according to a lawsuit reported by The Almanac, an automated license-plate reader in Atherton, California, misread the dirt-obscured plate of a driver's car, reading its letter H as M, and matched it to a reported stolen vehicle. Atherton police followed the car for several minutes without visually verifying the plate, then made a high-risk felony stop, ordering him at gunpoint to throw his keys out of the window, get out and lie on his stomach to be handcuffed. He sued three officers in 2022 for unreasonable seizure and excessive force; the officers denied the allegations and the injuries he claimed, and the case was settled on 16 March 2023 for $45,000. Business Insider, citing police records, reported in March 2026 that the misread came from a Flock camera and that officers noted the Flock cameras had misread the plate; an Atherton police commander said the plate was obstructed by dirt and that the town denies wrongdoing.
Contextual tracker case Medium reported severity Lawsuit Settled
AI involvement supported · Causal attribution supported · 2 sources · Added 04/10/2026
Event date unknownUnited StatesFlock Safety license plate readers
KAKE News reported on 30 January 2024 that a Kansas couple whose minivan carries a four-digit University of Kansas alumni specialty plate were pulled over twice after Flock cameras flagged their plate number as belonging to a stolen vehicle. A stolen GMC pickup had a temporary tag with the same number, and the stolen-vehicle entry recorded the wrong plate type. In Colwich, Kansas, police stopped the wife after an alert from a Flock camera at the edge of town; the officer knew her vehicle and the problem was quickly found. About a month later, according to the husband, another Flock camera alerted police in Catoosa, Oklahoma, where officers blocked the couple's van in a parking lot, pointed drawn guns at them, ordered the husband out and onto his knees and handcuffed him. He said he was scared, and the couple say they worry such a stop could have devastating consequences for someone. Wichita police told KAKE that Flock cameras report only the plate's numbers and letters, not its type, and that the department had spoken with Flock about training its AI to recognize plate backgrounds.
Contextual tracker case Medium reported severity Media Coverage
AI involvement supported · Causal attribution supported · 1 source · Added 04/10/2026
23 Jul 2023United StatesFlock Safety license plate readers
On 23 July 2023 Española police officers pulled over a car driven by a 21-year-old woman with her 12-year-old sister as a passenger, after a Flock Safety camera at an intersection flagged the car's plate as belonging to a vehicle stolen in Rio Rancho. According to the sisters' lawsuits, reported by the Santa Fe New Mexican in January 2024, the camera had read a 2 on the plate as a 7, and officers handcuffed both sisters and placed them in the backs of separate police vehicles before discovering the error; the older sister had asked an officer to call their mother, who lived nearby, to collect the girl. The suits sought damages for anxiety, fear, worry and restriction of movement. Business Insider, which reviewed the body-camera footage and incident report, reported in March 2026 that officers said the number was obscured by a license plate cover although it is visible in the footage, and that the family settled with the city in 2025.
Contextual tracker case Medium reported severity Involving minors Lawsuit Settled
AI involvement supported · Causal attribution supported · 2 sources · Added 04/10/2026
11 Apr 2024United StatesFlock Safety license plate readers
On 11 April 2024 Toledo police officers stopped a pickup truck after a Flock license-plate camera alerted them to a stolen plate. According to the police report and body-camera footage reported by 13abc and ABC News, the camera had misread the plate, which was not stolen. Officers drew their guns, ordered the driver out and to the ground, and a K-9 handler released a police dog as he began to kneel. The driver told ABC News he was bitten seven times on his forearm and elbow, was traumatized and could not work; he was arrested and charged with obstruction, resisting arrest and, later, failure to comply. Prosecutors dropped all charges in August 2024. The department found the dog deployment within policy and reprimanded the officer who made the stop for failing to visually verify the plate against the reader's information. Business Insider reported in March 2026 that police records show the camera read a 7 on the plate as a 2, that the man lost feeling in his fingers, gave up his lawn-care business and forklift work, sold his truck and was evicted, and that he had sued the officer and the city and settled in October for $35,000.
Contextual tracker case High reported severity Lawsuit Settled
AI involvement supported · Causal attribution supported · 5 sources, 3 underlying accounts · Added 04/10/2026
14 Feb 2024United StatesFlock Safety license plate readers
According to a lawsuit filed on 29 June 2026 and reported by The Herald (Rock Hill), a York County sheriff's deputy stopped Steven Melvin, 42, on 14 February 2024 as he pulled into his apartment complex near Lake Wylie, after receiving a Flock license-plate-reader alert that a stolen dark-coloured BMW sedan was in the area. The deputy approached Melvin's black BMW with his gun drawn and aimed at him and made him kneel with his hands over his head for more than five minutes; after calling for backup and checking his information, the deputy determined the car was not stolen. The camera had read the first letter of his South Carolina tag incorrectly, matching a stolen BMW one letter off. A sheriff's internal-affairs review in November 2024 found the deputy's actions reasonable and blamed an illegally tinted plate cover, for which Melvin received a verbal warning; an email cited in the filing says the cameras had read his plate correctly 13 times that month. Melvin says the stop caused him trauma and emotional distress. The sheriff's office removed the case to federal court in August 2026 and denies violating his rights.
Contextual tracker case Medium reported severity Lawsuit Filed
AI involvement reported · Causal attribution supported · 4 sources, 2 underlying accounts · Added 28/09/2026