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Kestrel Labs unveils the first AI-powered compliance platform built natively inside BIM.

Backed by $2.15 million in pre-seed financing and an ICC data agreement, the Denver startup puts building code compliance inside Autodesk Revit at the design stage.

Published
Jun 10, 2026
Dateline
San Diego
Read time
5 min
Category
Press

SAN DIEGO, June 10, 2026 — At the American Institute of Architects Conference on Architecture and Design 2026, Kestrel Labs launched the first compliance platform built natively inside the Building Information Modeling (BIM) workflow, putting jurisdiction-specific code requirements inside Autodesk® Revit®, before drawings reach plan review. Revit is a BIM software that allows architects, engineers, and construction professionals to design in 3D. Kestrel raised $2.15 million in pre-seed financing from New Stack Ventures, FirstMile Ventures, Denver Ventures, and Avesta Fund.

The Kestrel Platform includes three features:

  • Kestrel Compliance Analysis – One click inside Revit runs a full compliance check in about 30 seconds, with every result tied to the specific model element and cited to the exact code section.
  • Kestrel Compliance Chat – An AI building code assistant and thought partner that answers project-specific compliance questions in plain language, cited to the exact code section. Available inside Revit and in the browser.
  • Kestrel Portal – A web-based compliance dashboard for project managers and firm leadership with no BIM file required.

Senior architects carrying decades of code knowledge are approaching retirement. Junior architects are billable from day one with limited time for knowledge transfer. Austin Pulford, AIA, NCARB, Co-Founder, brought 20 years of licensed practice to this problem. Marian Pulford, Co-Founder and CEO, built the company around solving it.

Kestrel’s compliance checks draw from a data agreement with the International Code Council (ICC), the global authority on model building codes adopted across the United States and in more than 100 countries.

“No permit delay, no redesign, no late-stage surprise is random. They most often start in the design phase, when the right information wasn’t there at the right moment. Austin and I studied this for years, then moved to tackle the problem ourselves, from the ground up, for how architects actually work. Kestrel puts the code right inside the BIM workflow, at the moment it can still make a difference. Every architect we talked to had lived this story. Kestrel is for them.”

Marian Pulford, Co-Founder and CEO, Kestrel Labs

“New hires are billable from week one now. There is little runway to sit with a senior architect and transfer twenty years of code knowledge. Kestrel changes that equation. The code is in the model, visible to everyone, and it does not depend on who is in the room. That is not a small thing for a firm trying to grow.”

Pricing

Annual firm-wide license, no per-seat fees:

  • No limits on users, projects, or compliance checks
  • Pricing reflects firm size, project complexity, and jurisdictional scope
  • Charter customers receive preferred pricing and input on jurisdiction roadmap

Find Kestrel

  • Autodesk Design & Make Marketplace
  • Trimble Connect Marketplace
  • SketchUp integration (coming soon)

Investors

“Construction is one of those industries where everyone knows the problem and nobody has built the infrastructure to fix it. Kestrel came to us with deep domain knowledge, a product already running inside the tools architects use every day, and a data foundation that would take most companies years to assemble. That combination – inside the workflow, grounded in authoritative data, solving a problem the profession has accepted as unsolvable – is exactly what we look for.”

Nick Moran, General Partner, New Stack Ventures

“We invested in Kestrel because they understand what most AEC companies miss: compliance is not a feature. It is the foundation. Every permit delay, every round of rework, traces to building code issues in the design process. Kestrel fixes that from inside the BIM model. This is not a workflow improvement but a structural shift for the industry, and this team is built to lead that shift.”

Aaron Stachel, Founding Partner, FirstMile Ventures

About Kestrel Labs

Kestrel Labs, located in Denver, Colorado, is the first AI-powered building code compliance platform built natively inside BIM and the first structured compliance data layer for the built environment.

kestrellabs.com | kestrellabs.com/aia for AIA 2026 updates

Autodesk and Revit are registered trademarks or trademarks of Autodesk, Inc., and/or its subsidiaries and/or affiliates in the USA and/or other countries. All other brand names, product names, or trademarks belong to their respective holders.

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[ FAQ ]

Frequently asked questions

What is Kestrel Labs?

Kestrel Labs is the first compliance platform built natively inside BIM, and the first structured compliance data layer for the built environment. It runs inside Autodesk Revit, checking designs against jurisdiction-specific code during the design phase, before plan review. The Denver company was founded by Marian Pulford and Austin Pulford, AIA, NCARB.

What does the Kestrel Platform include?

The Kestrel Platform has three parts. Kestrel Compliance Analysis runs a full code check in one click inside Revit, about 30 seconds, with every finding cited to the exact code section. Kestrel Compliance Chat is an AI thought partner that answers project-specific code questions in plain language, inside Revit or the browser. Kestrel Portal is a web dashboard for project managers and firm leadership, with no model required.

How does Kestrel work inside Autodesk Revit?

Inside Autodesk Revit, one click runs a full analysis against the jurisdiction-specific code for the project type and location. Each check takes about 30 seconds, with every result tied to a model element and cited to the exact code section. Trimble Connect integration is live; SketchUp is coming soon.

How is Kestrel different from other building code compliance tools?

Kestrel is the only platform that checks compliance inside the model during design, not after the fact. Other tools review finished drawings, once issues have already compounded. Kestrel checks live geometry while architects are still designing, grounded in official code data from the ICC, so problems surface while they are still cheap to fix.

What problem does Kestrel solve for architecture firms?

Senior architects with decades of code knowledge are retiring, and junior architects are billable from day one, so the on-the-job knowledge transfer has stalled. Kestrel puts the code inside the model, visible to the whole project team at every phase. Firms report less time spent on code research and greater confidence among junior staff.

Where does Kestrel’s building code data come from?

Kestrel’s checks draw from a data agreement with the International Code Council (ICC), whose I-Codes set the baseline safety requirements adopted across the U.S. and in more than 100 countries. It is the same source architects cite, code officials enforce, and jurisdictions adopt.