Client Success Stories

Real Results from AI-Enabled Engineering

See how TR Build has helped contractors, developers, and infrastructure programs deliver projects faster and more accurately.

Government Projects

HVAC Estimation for U.S. Government Facilities

Client: HVAC contractor bidding on government facilities
Location: Multiple U.S. states
Scope: Full HVAC estimation and shop drawing support for multiple RFPs

Challenges

  • Tight bid timelines with multiple simultaneous RFPs
  • Complex, multi-volume documents and specifications
  • Inconsistent historical estimation documentation

What TR Build Did

  • Set up a standardized estimation template for government projects
  • Used AI tools to pre-process drawings and specs
  • Deployed a dedicated engineer + estimator pod

How AI Was Used

Drawing Analysis
Auto-identified HVAC elements from PDF plans
Document Processing
Summarized key requirements from 100+ page specs
Historical Benchmarking
Compared unit rates and productivity

Results

50-60%
Reduction in estimate turnaround time
Higher
Win rate on targeted bids (client feedback)
Less
Back-and-forth rework during submission
Infrastructure

Road Construction Estimation & Quantity Takeoff

Client: Civil contractor specializing in road works
Location: Texas
Scope: Material takeoff and cost estimation for road carpeting projects

Challenges

  • Large-scale plans requiring detailed area calculations
  • Need for rapid response to multiple bid opportunities
  • Accuracy critical for competitive pricing

What TR Build Did

  • Developed automated workflows for area and volume calculations
  • Created standardized BOQ templates for road projects
  • Established clear review and approval process

How AI Was Used

Plan Analysis
Automated extraction of road segments and areas
Quantity Calculation
AI-assisted material volume calculations
Accuracy Checks
Cross-validation against similar projects

Results

High
Accuracy in quantity takeoffs
3-4 days
Average turnaround per estimate
Ongoing
Partnership with repeat engagements
MEP Advisory for Residential Construction Firm
Full MEP engineering support with AI-powered quality control for a 200-unit residential development
Coming Soon

Case study in development. Contact us to learn more about our residential MEP capabilities.

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