GreenLite

Permitting is one of the few parts of a construction program where you can do everything right and still lose nine months to a jurisdiction you've never worked in before. For the teams building national programs, that unpredictability has a real cost. For VEG ER for Pets, it means an emergency animal hospital designed for people in some of the hardest moments of their lives is sitting on hold, waiting on a process that nobody can fully predict or control. That's what makes getting permitting right matter beyond the timeline.

Technology has made permitting more visible: you can track statuses, log comments, and flag delays faster than ever. But visibility isn't the same as progress. Here's what we see on the ground: a reviewer sends back comments, they get logged into a system, and someone on the project team reads them without ever talking to the reviewer who wrote them. The comment gets interpreted, then a response gets drafted, it goes back in and the cycle repeats. Understanding the intent behind a comment, and communicating that back to the design team, collapses what would otherwise be multiple resubmission cycles into one clear correction.

Everyone wants their constituents to be able to build. That's what makes permit reform one of the most reliably bipartisan issues in the country right now. Florida, Texas, and Tennessee built the PPR playbook. The same model legislation is now spreading to blue and purple states. And at the federal level, both parties are pushing to cut red tape and unlock development. GreenLite tracks PPR and PPR-adjacent legislation across states, and the activity over the last 18 months has been significant. 2027 is shaping up to be one of the most active years for permit reform proposals.

Turning construction's black box into a data problem! Permitting in construction has always felt unpredictable. Different jurisdictions, different requirements, plan sets that vary from project to project, timelines nobody can confidently estimate. Most AI tools skip this part entirely because it's too fragmented and too specialized to handle. We're hosting a conversation with GreenLite on what it actually looks like to bring data and structure into this process. Plan review, permitting, compliance, and where this is headed next. 📆 Tuesday, June 30 | 12:30–1:15 PM ET Register here: https://lnkd.in/g28aCsjf

Regulatory red tape now adds $131,734 to the cost of building a single home in America. That's 26.4% of the average sales price and it's up nearly 40% in just five years. That number, from the National Association of Home Builders, is getting attention because of a story about housing affordability, but it points to something much bigger than housing. The permitting system isn't just slowing down home construction. It's slowing down every restaurant remodel, every clinic opening, every bank branch, every retail expansion. Every developer in every vertical is absorbing this cost in delayed timelines, extended financing, and capital sitting idle while paperwork moves through a process that was never built for modern scale. There are 20,000 local building jurisdictions in the U.S., each interpreting codes differently, each with its own process, its own backlog, its own institutional memory. The problem is that no one built the data infrastructure to make it predictable. When you treat permitting as an information problem, the results change fast. We're seeing it across hundreds of projects: timelines that used to stretch 90+ days clearing in 15 to 20 business days and first-submission approvals becoming the norm. AI isn't going to lower housing costs by filling out forms faster. It's going to lower costs by making 20,000 fragmented local processes legible, learnable, and fast at scale, across every building type in every market.

Permitting gets talked about in terms of timelines and approvals, but the work actually happens between people. The reviewers at cities and counties carry an enormous amount of institutional knowledge. They know their jurisdictions, they know what good plans look like, and they're doing this work in understaffed departments under real pressure. That doesn't get acknowledged enough. At GreenLite, we've always believed that how you show up in those relationships matters just as much as the quality of the work you submit. That's how we built a process that works for everyone.

The permitting process is one of the last parts of commercial development that still runs largely on institutional knowledge. Who knows which jurisdictions move fast, which reviewers flag what, and how to structure a submission to avoid a second round. Permit Intelligence is what happens when you take that knowledge, build it into a system, and apply it across every project regardless of who's running it. And in states where Private Plan Review is available, that system gets an additional lever: the ability to catch issues before they ever reach the AHJ, which is where most of the time in a traditional permitting cycle actually gets lost.

Construction productivity has declined for 60 years and permitting is a big reason why. While manufacturing, agriculture, and technology have compounded efficiency gains decade over decade, construction has moved in the wrong direction with slower approvals, more resubmittals, longer timelines, higher costs. Permitting sits at the center of that problem. The underlying issue is structural. Government permitting offices have no liability for mistakes, no requirement for engineering or construction expertise, and no market pressure to adopt technology. There is no consequence for slowness, and therefore no incentive to fix it. Meanwhile, the private sector has spent the last decade building AI systems that can do in hours what currently takes weeks. Private plan review is the mechanism that closes that gap. Under PPR authority, certified private firms step into the review role, legally accountable for their work, operating on defined timelines, and able to deploy technology that most municipal offices won't touch for another decade. The case for private permitting isn't just about speed. It's about accountability, transparency, and building a system where the process serves the project. If you're ready to stop losing time to a broken process, learn more 👉 https://greenlite.com/

Everyone is talking about AI. Not everyone is using it where it actually matters. Construction has been too complex, too fragmented, and too specialized for most AI tools to handle. We're hosting a conversation with LandingAI about what that shift actually looks like on the ground: plan review, permitting, compliance, and what's coming next. 📆 Tuesday, June 30 | 12:30–1:15 PM ET Register here 👉 https://lnkd.in/eR7Y9X9j

Our Plan Review Agent has processed thousands of checklist items across hundreds of projects. System-wide, precision and recall both exceed 90% - and it keeps getting better. What that means for our clients: ✅ Faster reviews from our architects and engineers, with less time spent on extraction and more on actual code analysis ✅ Consistent accuracy across jurisdictions, even where requirements vary widely ✅ A system that learns with every project - so outcomes improve the more we build Read the full case study here: