Who Gets the Bottleneck
Florida cities are using artificial intelligence to try speeding up building-permit reviews as growth continues, with companies such as Swiftbuild.ai saying their software can help local governments handle the influx of construction permits. The people waiting on roof repairs, rebuilds, and new construction are the ones stuck in the queue while city halls and contractors lean harder on software to manage the mess.
Cities from Miami to Jacksonville are now using AI to try to speed things up. Swiftbuild.ai, founded in 2024 by two University of Florida alumni, has signed over $3 million in contracts with Florida governments and developers to improve permitting efficiency, according to managing partner Sabrina Dugan. SwiftGov, the government branch of the company, works with governments including Jacksonville, Titusville, Hernando County and Walton County.
What the Machine Does
When a city receives a permit application, the AI system produces a preliminary report that the city planner or engineer reads and validates before sending comments back to the applicant. For single-family home reviews, the AI-powered permit reviews are typically at least 90% accurate, Dugan said. She said, "The system is built for the human reviewer, not as a substitute but as a force multiplier."
That language says plenty about where the real labor still sits: the human reviewer remains the gatekeeper, while the software is sold as a way to multiply the speed of the bureaucracy. The process still runs through the city planner or engineer, who reads, validates, and sends comments back to the applicant. The hierarchy stays intact; the machine just helps it move faster.
After Hurricanes Helene and Milton hit Florida's Gulf Coast in 2024, a surge in rebuilding created a permit backlog in Hernando County that slowed roof repairs and rebuilds, the county has said. Dugan said SwiftGov helped the building department clear a backlog of 6,000 permit applications for single-family homes. AI helped cut the permit-review process from 30 days to under two hours, according to the county, which was honored with a national planning award for the program.
Who Pays for Speed
SwiftGov's current contracts range between $50,000 and nearly $2 million, depending on project scope and jurisdiction size, Dugan said. In Miami, where Mayor Eileen Higgins campaigned on fixing a slow permit system, the city recently announced an AI-powered partnership with Oracle to automate review processes. The contract, which can be renewed for up to five years, carries a total price tag of more than $18 million, according to the city.
That is the price of “efficiency” in the language of municipal power: public money flowing into private systems to make the permit machine run smoother. The people at the bottom are told this will save them time, money, and frustration, while the apparatus of review becomes more automated, more centralized, and more expensive.
Higgins said in a press release, "Accelerating permitting with the latest technologies can save residents time, money, and frustration."
Safety, Still Under Control
Dugan stressed that while SwiftGov can review construction plans, it does not inspect construction quality and cannot substitute for expert-led site visits. She said, "Plan review is one layer of building safety."
Even with AI in the loop, the system still depends on expert-led site visits and human validation. The software does not replace inspection, and it does not touch construction quality. It sits inside the existing structure, helping officials process applications faster while the same layers of control remain in place.
Swiftbuild.ai was founded in the third year after 2024, and its contracts now stretch across multiple Florida jurisdictions, from Miami to Jacksonville and beyond. The pitch is speed. The reality is that ordinary people still have to move through a permit system shaped by city governments, private vendors, and the demands of growth, with the backlog, the costs, and the delays landing on them first.