Denver is inching toward letting artificial intelligence take a first crack at building plans, with a City Council committee backing a proposed contract for a digital tool that would scan applications for missing or noncompliant items before they ever hit a human reviewer’s desk. Supporters say the platform could cut down on frustrating back-and-forth with applicants and free overworked staff to focus on complex projects, while skeptics are already raising flags about extra fees for small builders and how the city will keep tabs on what the algorithm gets right or wrong. City officials say the full council will make the final call, and if the deal is approved, the tool could roll out as early as this fall.
Governance committee advances contract
Members of the Governance and Intergovernmental Relations Committee voted to advance a five-year, $4.6 million contract with ComplyAI, Inc. to bring in CivCheck, a web-based intake and plan-review tool that vendors describe as using machine learning and intelligent document analysis to speed reviews. City staff told councilmembers that right now, they can accept only about 38% of permit applications without issue and that they hope to push that closer to 80% by catching problems earlier in the process. The pitch comes as the permitting office fields roughly 1,000 applications a month and grapples with budget-driven staffing cuts; officials told the committee they anticipate the project could go live in the fall if it clears the full council. The discussion was detailed in a report by the Denver Gazette.
What officials say
Robert Peek, the Denver Permitting Office’s development systems performance director, told the paper the platform "works like a smart checklist or validation engine" that flags deficiencies in construction drawings so applicants can fix them before submitting. "The beauty about this (platform) is they can do it in their kitchen, on their kitchen table," he said, according to the reporting, and staff pointed to other jurisdictions that have reported strong alignment between AI pre-checks and human reviewers. City leaders have framed the tool as a way to cut down on repeat corrections and trim staff review time. Those comments were reported by the Denver Gazette.
Vendor claims and costs
CivCheck’s own materials describe a "guided AI plan review" product that flags potential code conflicts, educates applicants, and keeps municipal code updates in sync. The company says it offers the city-facing platform at no cost to municipal partners while charging applicants a modest prescreening fee, according to CivCheck. In its sales pitch, the vendor points to pilots and case studies that it says cut intake and review times and improve first-pass approvals, claims echoed across its recent customer materials. Those vendor-supplied figures help explain the city’s interest, but the article notes that independent audits and local testing will matter before Denver leans too heavily on automated pre-checks for permit decisions.
Shot clock, budget pressures and oversight
The CivCheck proposal lands as Mayor Mike Johnston's administration has already rolled out a 180-day permitting "shot clock" and promised fee refunds of up to $10,000 if the city misses that deadline, according to BusinessDen. That policy is part of a wider push to move projects faster while the city deals with budget pressure and a leaner permitting staff. Any move toward automated decision-making will also have to account for Colorado’s new AI consumer-protection law and the state’s ongoing rule-making around it, which advocates and technologists have been watching closely, according to reporting by The Colorado Sun.
What’s next
The Governance committee has passed the contract along to the full City Council for final consideration, and if the council signs off, Denver staff say they hope to have CivCheck up and running this fall. Proponents argue the tool will let reviewers spend less time on routine intake and more on high-complexity projects, while builders and oversight groups are pushing for clear auditing rules, public reporting, and a local pilot before a full-scale rollout. As the council packet moves toward a vote, the mayor’s office, permitting staff, and the vendor are expected to hash out the nuts and bolts of integration, data sharing, and fee structures in public view.
