From actual projects

Real Issues We Catch

From actual projects—issues that would have caused costly rework, change orders, or delays.

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Real issues from real projects
Results in 24 hours
All disciplines reviewed
$2M+
Saved on one project
187K+
Issues caught
24 hrs
Average turnaround
$100
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187K+ issues caught$50K+ avg value found per project

Issues Caught by AI

Real examples from construction projects

Critical Priority

Steel Deck Cantilever Safety Issue

Structural

Fire station design showed 6-foot steel deck cantilever, but Steel Deck Institute standards limit this to 2-3 feet to prevent collapse.

Why it matters

Life safety issue caught before construction. Structural engineer confirmed: 'Good catch. The cantilever is too big for this deck.'

Critical Priority

Anchor Bolt Calculation Error

Structural

Shear wall schedule specified 1 anchor bolt per sill plate, but building code (page 1285) requires minimum 2 bolts per sill plate.

Why it matters

Half the required fastening would have failed inspection. AI cross-checked drawing against code and found the discrepancy.

High Priority

Bathroom Ceiling Height Code Violation

Architectural

Bathroom design showed 9ft ceiling on one side but only 5'4" on toilet side. IBC requires minimum 7ft ceiling height for toilet rooms.

Why it matters

Would have failed inspection. AI understood the design context and flagged the code violation.

High Priority

Mechanical Temperature Differential

Mechanical

Commercial kitchen supply fan had 22°F temperature differential between leaving air (52°F) and kitchen design temp (75°F). Florida Building Code limits this to 10°F.

Why it matters

System would not meet code. AI caught specific code section from state mechanical code.

High Priority

Roofing Membrane Specification Mismatch

Architectural

Drawings specified TPO membrane but specs called for EPDM. AI flagged this conflict hidden in the refrigeration section.

Why it matters

Would have required re-roofing penthouses in the field—major expense and delay.

High Priority

Wood Blocking vs HDPE Lumber Conflict

Architectural

Door details showed wood blocking, but specs require HDPE lumber for cold storage environments due to moisture.

Why it matters

Got installed and had to be ripped out. Early detection prevents costly field rework.

High Priority

Storefront Framing Spec Mismatch

Architectural

Drawing showed storefront framing at 5½" × 3¾", but specification required 4½" × 2". Major dimension conflict.

Why it matters

Would have been an RFI at best, wrong materials ordered at worst. AI found mismatch between page 50 of drawings and page 189 of specs.

High Priority

Missing Automatic Sprinkler System

Code

New residential structure missing required automatic sprinkler system per code. No fire sprinkler protection shown in permit set.

Why it matters

Would have failed plan check. AI caught missing required life safety system.

Medium Priority

Incorrect Detail Reference

General

Detail 1 referenced detail 4295, but that detail covers a different topic. Should reference detail 2295.

Why it matters

Wrong detail reference causes contractor confusion and potential installation errors.

Low Priority

Sheet Naming Typo

General

Plumbing plan was labeled 'E1' instead of 'P1'. Simple typo that causes confusion.

Why it matters

Even minor issues like typos cause confusion on site. AI catches everything from small to critical.

High Priority

Fall Prevention Device Missing

Code

Second floor windows lacked required fall prevention devices per IBC requirements for R-2 and R-3 buildings.

Why it matters

Life safety code requirement. Would have failed inspection and required retrofit.

High Priority

Material Conflict: Metal vs PVC

MEP

One document specified metal piping while another called for PVC for the same system.

Why it matters

Contractor would order wrong materials. RFI inevitable. Early catch saves time and money.

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