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Thinking on civil engineering, QA/QC, and AI.

June 18, 2026  ·  7 min read

Common Plan Set Errors We See

After reviewing hundreds of civil plan sets, patterns emerge. These are the most common errors we find — in grading, drainage, and cross-sheet coordination — and why they keep slipping through.

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May 5, 2026  ·  5 min read

The Engineer of Record in the Age of AI

AI is coming to civil engineering. The question isn't whether it changes the EOR's role — it's how. Spoiler: the EOR matters more, not less.

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March 28, 2026  ·  6 min read

What an AI Plan Reviewer Actually Looks At

A lot of people assume AI plan review is just a spell-checker for drawings. It's not. Here's a plain-English breakdown of what our reviewers check and why each one exists.

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February 12, 2026  ·  5 min read

Why QA/QC Matters in Civil Engineering

Errors caught in review cost a fraction of what they cost in the field. Here's what the data says — and why the review stage is the highest-leverage point in any civil project.

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