infrastructure-analytics
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The Broadband Bet Is Easy. VCTI Wants to Stop the Dig From Eating the Return
Fiber plans often look tidy until rock, bad address data and a rival network wreck the spreadsheet. VCTI sells operators an earlier, faster look at those expensive surprises - and is betting its engineering history can become a repeatable software business.
GridMatrix
GridMatrix is an Austin-and-San-Francisco-linked startup that turns the traffic cameras, radar, and loop detectors cities already own into a live feed of congestion, safety, and emissions data. Founded in 2021 by former Apple and Amazon operations engineers, the company sells cloud software to departments of transportation, port authorities, and campuses that would rather squeeze insight out of existing hardware than buy new sensors. It has raised just under $10 million and now runs on bridges, tunnels, and marine terminals across the country.