Use of Private Surveillance Grows With the Help of Cheap AI Tech

As the technology gets cheaper, AI surveillance systems are gaining popularity in some parts of the country, like the neighborhood of Magnolia in Seattle.

2 minute read

December 9, 2019, 11:00 AM PST

By James Brasuell @CasualBrasuell


Security Cameras

sommthink / Shutterstock

Melissa Hellman reports on the proliferation of a private artificial-intelligence security system called Flock Safety in the city of Seattle. Ten neighborhoods around the city are using Flock Safety, including Magnolia, which is where the article's attention focuses.

"The system uses computer vision and machine learning to digitize and categorize images of license plates, the color, make and model of vehicles, as well as how many times a car has entered the neighborhood in a 30-day period," according to Hellman. With that technology, resident Phil Andrews has detected "an uptick in neighborhood disruptions near the secluded waterfront community of dead-end streets called Land’s End. He noted a break-in, package theft and people meandering through the neighborhood who appeared 'high as a kite."

According to Hellman, studies say there are two sides to this private surveillance coin: "While studies show that security cameras can prevent crime when used in conjunction with other deterrents, such as increased lighting, some researchers say AI surveillance systems exacerbate users’ inherent biases and impact people who are disproportionately policed, such as people of color and those experiencing homelessness."

The feature-length article includes more details on how Magnolia residents bought and adopted the technology, how police use surveillance footage from systems like Flock Safety, the adoption of Flock Safety in other 300 U.S. cities, and the business of private security systems, with home security expected to be a $48 billion business next year.

Saturday, December 7, 2019 in The Seattle Times

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Cover CM Credits, Earn Certificates, Push Your Career Forward

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

June 25, 2025 - Diana Ionescu

Map of Western U.S. indicating public lands that would be for sale under a Senate plan in yellow and green.

Map: Where Senate Republicans Want to Sell Your Public Lands

For public land advocates, the Senate Republicans’ proposal to sell millions of acres of public land in the West is “the biggest fight of their careers.”

June 19, 2025 - Outdoor Life

Person wearing mask walking through temporary outdoor dining setup lined with bistro lights at dusk in New York City.

Restaurant Patios Were a Pandemic Win — Why Were They so Hard to Keep?

Social distancing requirements and changes in travel patterns prompted cities to pilot new uses for street and sidewalk space. Then it got complicated.

June 19, 2025 - Diana Ionescu

Green public transit bus at stop in Silver Spring, Maryland.

DC Area County Eliminates Bus Fares

Montgomery County joins a growing trend of making transit free.

30 minutes ago - The Washington Post

Close-up of full beer glass with purple train-themed design sitting on bar between two frosty tall cans.

Platform Pilsner: Vancouver Transit Agency Releases... a Beer?

TransLink will receive a portion of every sale of the four-pack.

June 30 - Cities Today

Vintage red Toronto streetcar passing in front of Rogers Arena in Toronto, Canada.

Toronto Weighs Cheaper Transit, Parking Hikes for Major Events

Special event rates would take effect during large festivals, sports games and concerts to ‘discourage driving, manage congestion and free up space for transit.”

June 30 - blogTO

Urban Design for Planners 1: Software Tools

This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.

Planning for Universal Design

Learn the tools for implementing Universal Design in planning regulations.