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Automatic Construction Drawing Clash Detection

We help construction teams eliminate rework, delays, and drawing confusion before construction starts.
We analyze PDF plans, detect clashes and inconsistencies across disciplines, and create draft RFIs so teams can resolve issues early. What we do: - Automatically detect clashes, missing information, and drawing mismatches - Align architectural, structural, and MEP plans so everything matches across sheets - Generate draft RFIs from issues we find - Replace long page-turn meetings with instant drawing analysis - Reduce rework and prevent schedule delays before boots hit the ground We integrate with:
Procore, Autodesk, email, and the tools teams already use Teams use us to: - Save hundreds of thousands to millions of dollars per project - Catch design and coordination issues early - Reduce RFIs and prevent field fixes - Keep projects on schedule with fewer surprises Contact us at founders@usearticulate.com
Active Founders
Milind Sagaram
Milind Sagaram
Founder
Co-Founder @ Articulate Ex. SpaceX, BMW, NG Illinois Alum
Blake Passe
Blake Passe
Founder
Co-founder @ Articulate Ex. NG & Mayo Clinic AI Lab
Company Launches
Articulate: The Construction & Solar Painkiller
See original launch post

TL;DR: Articulate is the AI platform that helps construction and solar contractors catch design discrepancies and avoid costly rework before construction even begins. We automatically detect clashes and generate RFIs while also providing agents to streamline communication between crews and automate procurement, preventing major delays.

Launch Video: https://youtu.be/sen1fR6e7n4

❌ The Problem:

  • Drawings and specs are often incomplete or inconsistent, leading to design clashes and costing companies hundreds of millions of dollars
  • Mechanical, structural, and architectural plans don’t align, forcing long coordination cycles and rework
  • Incorrect blueprints and outdated revisions cause crews to build from the wrong designs, especially in fast-paced solar installations
  • Project managers and superintendents lose weeks chasing updates, drafting RFIs, responding to messages, and writing documentation across tools and inboxes

✅ The Solution:

Articulate is the construction and solar painkiller.

  • Detect design discrepancies automatically: AI identifies clashes across MEP, structural, architectural, and solar layouts before they reach the field.
  • Automate crew check-ins and procurement: Proactive communication via text, email, and voice agents improves team efficiency
  • Instantly generate RFIs and submittals: Proactive document and drawing auditing allows project managers and installers to stay focused on building.
  • Integrated and proactive: Articulate connects with Procore, Revit, Autodesk, Outlook, Gmail, Google Drive, SharePoint, Bluebeam, and more

About Us:

Blake is from a small town in Minnesota. He’s a former Duke student who deployed AI at Northrop Grumman and is an ex-Mayo Clinic AI Lab researcher. He published work on quantized LLMs and was one of the youngest presenters ever at the Conference on Machine Intelligence in Medical Imaging. He also built Oddz for iMessage, which peaked as the #15 iMessage Entertainment app.

Milind is from Chicago. He’s an engineer who worked at SpaceX, Northrop Grumman, and BMW. At SpaceX, he built critical satellite and ground station hardware test infrastructure for Starlink. He also graduated with a degree Computer Engineering from the University of Illinois.

🦺 Our Ask:

  • If you know any project managers or superintendents at general contractors or solar installation companies, we’d love an introduction.
  • If you know directors or executives at construction or solar firms who are improving design coordination or workflows, we’d love to connect with them.
  • Visit us at usearticulate.com or contact us at founders@usearticulate.com!
Hear from the founders

What is the core problem you are solving? Why is this a big problem? What made you decide to work on it?

We solve the problem of mistakes and inconsistencies in construction drawings that cause rework, delays, and major cost overruns. These issues often are not caught until crews are already building, which can add hundreds of thousands to several million dollars per project and contribute to the $177 billion lost every year in the US from rework and coordination errors. Blake grew up in a small town in Minnesota where many of his close friends work in construction, so he has heard about these drawing problems for years and saw firsthand how much time and money they waste.

What is your long-term vision? If you truly succeed, what will be different about the world?

Our long term vision is to build the "Lovable for architecture," an intelligent system that can generate safe, buildable, code compliant buildings automatically. By learning from millions of construction drawings, we can cut pre-construction from months to minutes, letting someone describe a building in natural language and instantly receive a complete, error free design for a specific site. Creating a building will feel as simple as writing a prompt, and every project will start with perfect information.

Articulate
Founded:2025
Batch:Fall 2025
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:Pete Koomen