Executive Summary

  • Estimators spend hours manually measuring blueprints to calculate material counts ('takeoffs').
  • Specialized Vision models scan architectural PDFs, automatically counting doors, linear feet of wall, and calculating square footage.
  • Firms bid on 3x more projects with the same estimating team, drastically increasing won revenue.
Estimating Speed
80% FasterPer Bid

The reduction in hours spent generating a fully costed bid for a commercial project.

1. The Vision Takeoff

Instead of clicking tracing tools on a screen, an estimator drops a PDF blueprint into the system. The AI identifies symbols, scales the drawing, and outputs a structured BOM (Bill of Materials).

Number of Commercial Bids Submitted Per Month
Manual Estimating Team12
AI Assisted Estimating38

2. Analyzing RFI Risk

LLMs analyze highly dense Request for Proposal (RFP) documentation, flagging risky clauses (like liquidated damages or unrealistic timelines) before the executive team signs the contract.

The Bidding Advantage

Construction is a volume game. Firms that estimate accurately and rapidly consistently out-bid competitors who are bogged down in manual paperwork.