• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
North Americasnow

AI that you can get behind: Syracuse claims snow complaints have dropped 30% since it partnered with the right GPS tech firm

By
Jeff McMurray
Jeff McMurray
and
The Associated Press
The Associated Press
Down Arrow Button Icon
By
Jeff McMurray
Jeff McMurray
and
The Associated Press
The Associated Press
Down Arrow Button Icon
March 3, 2026, 2:04 PM ET
snow
A truck removes snow for them street a day after a winter storm on Tuesday, Feb. 24, 2026, in New York. AP Photo/Eduardo Munoz Alvarez

Residents of Syracuse, New York — America’s snowiest city — once barraged a service hotline with street neglect complaints during blizzards, even if plows had passed two hours earlier but the work was hidden by fresh snow.

Recommended Video

Now public trust seems to be rising as Syracuse and other cities across the U.S. integrate upgrades such as video monitoring, GPS mapping and artificial intelligence into snow operations that once relied almost entirely on manual planning.

Syracuse was one of the first to revamp the way it deploys its snowplows, and complaint calls have dropped by 30% under the new system, said Conor Muldoon, the city’s chief innovation officer.

“People will look out their window and say, ‘Hey, you guys are doing a terrible job,’” Muldoon said. “And we can point to a public map and say, ‘Here’s all the breadcrumbs for when that plow was there.’”

Snowier than usual in the US snow capital

Each winter, Syracuse averages 126 inches (3.2 meters) of snow, more than any other U.S. city of at least 100,000 people. Even before the blizzard that pounded the Northeast last week, the city had already surpassed its typical average due to a record 2-foot (60-centimeter) accumulation on one day in late December.

With a goal of clearing every street within 24 hours after a storm, Syracuse partnered in 2021 with San Francisco-based Samsara to put live GPS tracking and dashcams on city fleet vehicles including snowplows. Integrated with GIS mapping software, the system allows officials to monitor live video and plow locations in real time.

While residents can’t access live feeds, they can view a public map that updates every 5 minutes to show which roads have been cleared.

Samsara started incorporating AI into its products in 2019. This winter, for the first time, it has provided customers with footage from other cameras within its large network, helping officials better understand conditions on a street even when no worker is there.

Kiren Sekar, the company’s chief product officer, cited an example of needing to dispatch the closest plow for a snow emergency in Plainwell, Michigan.

“Rather than having to sift through a list of vehicles, it can actually figure this out: ‘We’ve got Trevor in vehicle 203, 15 minutes away,’” Sekar said.

New York City’s approach

Samsara partners with communities of various sizes to upgrade their snowplow systems, but the nation’s largest city — New York City — developed its own.

Its tracking program known as BladeRunner monitors snow removal equipment (including garbage trucks with plows attached) while a human in a command center — not AI — analyzes the GPS data. The city is exploring AI in the future to process the thousands of 311 calls and online service requests it can get in a single day.

The other way the big city’s approach differs from its upstate neighbor of Syracuse is that every block gets the same treatment, with each plow assigned a specific route during a storm. Typically 99% of the city’s roads will be plowed within the first four hours after a moderate snowfall under ideal conditions, but it didn’t quite meet that mark during last week’s historic storm, said Joshua Goodman, deputy commissioner at the city’s Department of Sanitation.

Goodman said all streets in New York City get the same treatment, regardless of whether they are main or side streets.

“So what it does is allow equity,” he said.

Cutting costs and insurance claims

With U.S. cities and states spending upward of $4 billion each year on snow operations, the new technology also helps assure roads aren’t overplowed or oversalted, which can cause environmental damage.

Fayetteville, Arkansas, launched a public-facing snow removal map for the first time this winter. It reported improvements in plowing time, labor costs and fuel savings, despite enduring about double the snow from a year ago.

“This is the first year some roads have ever been treated or plowed, and that goes right back to being able to see where we need to go and if we’ve been there,” said Ross Jackson Jr., the city’s fleet operations manager.

The township of Edison, New Jersey, reduced its spending on salt and brine by 35% and its insurance payouts by 60%, thanks to video that helped prove plow drivers usually weren’t at fault when the vehicles collided with another motorist’s car.

Video installed on snowplows in Iowa helped demonstrate that all but one of 12 snowplow accidents in a single day were the other driver’s fault, said Craig Bargfrede, the state’s winter operations administrator.

“How can you not see this big orange truck with flashing lights ahead of you?” he said. “Boom, they just drive right into us.”

Kalamazoo County was the first county in Michigan to employ turn-by-turn navigation to dispatch snowplows during a storm. Rusty McClain, assistant general superintendent of its Road Commission, called it a huge improvement in efficiency.

“The old-school way of doing it, that bird’s eye view of where everyone needs to go to plow, was just in a large book with paper maps,” McClain said. “You’d have to pull over, find the page you’re looking for, call somebody on the phone and ask if they have plowed that area.”

The Fortune 500 Innovation Forum will convene Fortune 500 executives, U.S. policy officials, top founders, and thought leaders to help define what’s next for the American economy, Nov. 16-17 in Detroit. Apply here.
About the Authors
By Jeff McMurray
See full bioRight Arrow Button Icon
By The Associated Press
See full bioRight Arrow Button Icon

Latest in North America

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
Fortune Secondary Logo
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in North America

sonnenfeldt
CommentaryEntrepreneurship
I exited one of the NYC area’s biggest real estate deals at 31. Here’s what I learned
By Michael SonnenfeldtMarch 12, 2026
4 hours ago
fleet
CommentaryMiddle East
The shadow fleet and illegal oil are still moving through the Strait of Hormuz
By Charles Edward GehrkeMarch 11, 2026
17 hours ago
Trump gestures
EnergyOil
Trump says the U.S. will open its first new oil refinery in nearly 50 years as the U.S. military avoids bombing Iran’s oil infrastructure
By Jacqueline MunisMarch 11, 2026
20 hours ago
U.S. President Donald Trump speaks to the Republican Members Issues Conference at Trump National Doral Miami on March 9, 2026 in Doral, Florida.
EconomyIncome inequality
It’s thanks to Social Security wealth inequality isn’t even worse, Wharton economist says. Trump’s policies will push it to insolvency in 6 years
By Tristan BoveMarch 11, 2026
21 hours ago
trump
CommentaryMilitary
There’s one particular way the Iran War is different from all the others in American history
By Charles Walldorf and The ConversationMarch 11, 2026
21 hours ago
trump
PoliticsElections
Republicans want Trump focused on affordability, but his mind is on voter suppression
By Steven Sloan and The Associated PressMarch 11, 2026
1 day ago

Most Popular

placeholder alt text
Economy
'This cannot be sustainable': The U.S. borrowed $50 billion a week for the past five months, the CBO says
By Eleanor PringleMarch 10, 2026
2 days ago
placeholder alt text
AI
'Proceed with caution': Elon Musk offers warning after Amazon reportedly held mandatory meeting to address 'high blast radius' AI-related incident
By Sasha RogelbergMarch 11, 2026
19 hours ago
placeholder alt text
Commentary
How the ultrawealthy use smartphone apps to avoid millions in taxes
By Jose AtilesMarch 11, 2026
1 day ago
placeholder alt text
Future of Work
Shark Tank's Kevin O'Leary doesn't care if you work from your basement. He just wants to know if you can ‘execute’
By Marco Quiroz-GutierrezMarch 10, 2026
2 days ago
placeholder alt text
Big Tech
Big tech has defeated everything for 30 years, but for the first time faces something it can't control: a jury
By Carolina Rossini and The ConversationMarch 10, 2026
2 days ago
placeholder alt text
Personal Finance
Retirees wait for the day they can sell their homes and cash in—but there's a secret Medicare 'trap' that could stop them in their tracks
By Sydney LakeMarch 11, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.