How Flock Disproportionately Targets Black Neighborhoods
Flock Safety is a private surveillance and public safety technology company. It builds AI-powered camera networks—most notably Automated License Plate Readers (ALPRs)—used by law enforcement, neighborhood associations, and private businesses across all 50 U.S. states.
How Flock Safety’s Faulty AI Disproportionately Targets Black Neighborhoods source
With an error rate exceeding 30%, a sprawling network of AI-powered cameras is flooding Black communities with surveillance—while wealthy, white suburbs remain largely unmonitored. source
Civil liberties advocates point out that these disparities stem from camera deployment patterns. Independent academic studies have consistently found that Flock cameras are disproportionately placed in minority and high-poverty neighborhoods.
For example, a 2026 study in Hampton Roads, Virginia, found that Black neighborhoods experience automated surveillance at nearly four times the rate of white neighborhoods, resulting in a higher volume of police stops and subsequent arrests within those communities. source
Oak Park, Illinois: Data analyzing Flock-related traffic interventions found that 84% of drivers stopped by police following a Flock camera alert were Black, despite Black residents making up only 19% of the local population. source
Louisville, Kentucky: A 2026 investigation revealed that 50% of the individuals charged in cases involving automated license plate readers (ALPR) were Black. source
Flock does not use or store racial or demographic data, and it does not record personal driver identities or biometrics. However, its automated license plate readers do log massive searchable databases of vehicle license plates, timestamps, locations, and vehicle physical characteristics. source
How Flock Systems Work
License Plate Reading: Cameras automatically capture and log license plates, vehicle makes, models, colors, and travel directions as cars pass public roads. source
Interconnected Network: Data from individual cameras links into a shared database. This lets police departments search or track vehicle movements across different cities and state lines. source
Evidence Gathering: The platform helps investigators reconstruct vehicle timelines or track vehicles tied to active crimes, missing persons, or stolen property. source
Privacy Controls: Flock recently reduced its default data retention period from 30 days to 7 days, though agencies can opt to retain data longer or use "Evidence Mode" for active cases. source
Privacy and Public Concerns
Surveillance Scope: Critics and civil liberties groups (such as the ACLU) raise concerns that a massive, interconnected network of private-public cameras enables broad tracking of everyday citizens. source
Misuse and Guardrails: Reports of data misuse—such as tracking individuals across state lines or unauthorized searches—have led Flock to build filter blocks and search restrictions for sensitive topics like reproductive care or immigration enforcement in certain jurisdictions. source
Local Pushback: Several U.S. cities have temporarily suspended or canceled their contracts with Flock due to growing debates over transparency and civil liberties. source
Do you have Flock in your neighborhood.