City Detect, which uses AI to help cities stay safe and clean, raises $13M Series A

City Detect , a company that uses vision AI to help local governments monitor the health of buildings and neighborhoods, announced on Friday a $13 million Series A round led by Prudence Venture Capital.

The startup launched in 2021, and Gavin Baum-Blake, the remaining co-founder, serves as CEO. He said the company was founded in part because cities were struggling to deal with “urban blight and decay.” The idea was to use advanced computer vision and AI technology to help cities track and fix such problems.

City Detect mounts cameras on public vehicles like garbage trucks and street sweepers, captures photos of surrounding buildings as those vehicles pass, then uses computer vision to analyze the images. It’s essentially a Google Maps Street View, but focused on ensuring buildings are up to code.

“The problems could be graffiti, illegal dumping, litter that’s on the side of the road,” Baum-Blake told TechCrunch. Then, City Detect works with local governments to fix the issues, a process that usually involves local officials sending a crew out to clean everything up.

Right now, tracking dilapidated buildings is very manual, so Baum-Blake considers his competition to be the “status quo.”

“They’re able to do 50 per week,” he said of humans tasked with keeping track of decaying buildings, “whereas we’re able to do thousands per week.”

The product, which Baum-Blake has patented, has some fun and essential features. The latter is that faces and license plates are always blurred for privacy reasons; the former is that City Detect’s technology can distinguish between street art and vandalism. It also helps governments track whether landlords are not properly maintaining their buildings.

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“We’re able to see if there’s structural roof issues or we’re able to identify if there’s been storm damage,” Baum-Blake continued.

City Detect is in at least 17 cities and works with local governments in places like Dallas and Miami. The company has raised $15 million in funding to date and is a member of the GovAI Coalition ( an AI governance collective ), is SOC 2 Type II compliant ( meaning it’s independently certified for privacy ), and follows its own responsible AI policy.

“We published our Responsible AI policy in response to a consortium of local governments that stated they were looking for clarity on what vendors were actually willing to commit to,” Baum-Blake said. “We committed to this policy so that our local government partners could know what to expect from us.”

Baum-Blake said the new funding will be used to hire more engineers and advance some of the storm-detection damage technology. It also wants to expand throughout the U.S.

“We are seeing huge efficiency gains across the departments that we work with, we’re seeing more instances of blight being solved without anyone receiving a citation, we’re seeing tires and litter, and illegal dumping being abated quicker and detected quicker,” he said. “It’s exciting to see technology-forward municipalities lean into predictive AI like City Detect’s models.”

Zeal Capital Partners, Knoll Ventures, and Las Olas Venture Capital also participated in the round.

Dominic-Madori Davis is a senior venture capital and startup reporter at TechCrunch. She is based in New York City.

You can contact or verify outreach from Dominic by emailing dominic.davis@techcrunch.com or via encrypted message at +1 646 831-7565 on Signal.

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