Enr iconEnrSep 10, 2026 ~4 min source read

Wyre Raises $5M to Turn Construction Documents Into Machine-Readable Scopes and Risk Checks

Sunil Dorairajan’s Wyre uses machine learning to scan drawings and specifications, produce bid-ready scope packages and run clash checks; the company closed a $5 million pre-seed/seed round led by Ironspring Ventures.

AI-Powered Preconstruction Analysis Platform Wyre Raises $5M in Funding

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Useful takeaways from this story.

Wyre converts drawings and specs into structured, traceable scope packages for preconstruction teams, aiming to replace manual document review.

Wyre offers two primary products: Wyre Scopes for automated scope extraction and Wyre Check for clash and document checking.

Wyre is being piloted by about a dozen contractors and emphasizes subject-matter expert validation and proprietary model training as its IP layer.

The useful part

September 10, 2026 When Sunil Dorairajan sold Pype to Autodesk in 2020, the entrepreneur still had more ideas about how an artificial intelligence-powered platform could assist in preconstruction and beyond. Wyre is an AI-powered document intelligence platform that scans drawings and specifications and turns them into structured scopes, risk insights and traceable references for contactors, On Sept. "I spent a decade in preconstruction and operations before I ever built software for it," Dorairajan said.

How it works

  • Wyre Scopes uses machine learning to analyze an entire document set, identify every scope of work and deliver traceable scope packages to be refined by preconstruction teams.
  • "We have our own trained model data, and we have tagged information by our subject matter experts who validated the information for all of these scopes" Dorairajan said.
  • Wyre is going up against industry players such as Procore's DataGrid, Trunk Tools.
  • "It's a massive challenge we see across our network of built world operators, and it's exactly why we are thrilled to lead this round and back Sunil again." KEYWORDS:
  • This webinar explores how centralized project data, AI-powered document review, and connected workflows help teams improve coordination before construction begins.

What to take from it

That isn't a staffing problem—it's a technology problem." Dorairajan said Pype proved construction documents could be made machine-readable. "With Wyre, we're going further—turning them into scopes teams can bid on and risks they can act on before a project ever breaks ground," he said. Using AI in Preconstruction On Demand Through practical examples and case studies, attendees will gain insight into the potential for AI to improve accuracy and efficiency while reducing project risk.

Example or evidence

  • "That's where we are building our [intellectual property] layer." Looking for quick answers on construction and engineering topics?
  • Jeff previously wrote about construction technology for Structural Engineer, CE News and Building Design + Construction.
  • A few people read thousands of pages under a deadline and hope nothing gets missed.
  • Wyre also offers Wyre Check, an AI-powered service that checks the documents and resulting shop drawings for clashes.

Details worth keeping

10 Wyre announced $5 million in pre-seed and seed funding. Dorairajan says the company has invested in developing models powerful enough to decipher and translate document sheet sets into scopes. Wyre is already being tested by roughly a dozen contractor customers in various stages of deployment.

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  • Enr: Shiva Dhawan of Attentive.AI says that contractors can use artificial intelligence as a force multiplier in the bidding and preconstruciton stages.

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