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Automated drawing review
AI Structural Calculation and Drawing Consistency Review

Structural QA/QC often requires checking calculation packages, design criteria, schedules, details, and drawing notes together. Nomic helps structural teams compare calculations against drawings and surface cited discrepancies so senior engineers can focus review time on the items that need professional judgment.

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Nomic drawing review interface showing AI-assisted QA/QC findings on a construction drawing set
Map structural calculations back to the drawings they support
01 / Calculation package QA/QC

Map structural calculations back to the drawings they support

Calculation packages are only useful if the assumptions and outputs are traceable to the issued drawing set. Nomic reads calculation summaries, design criteria, member schedules, plans, sections, and details together so reviewers can see where a calculation is represented, missing, or inconsistent.

  • Extract load assumptions, design criteria, member labels, and calculation references
  • Map calculations to structural plans, schedules, details, and general notes
  • Flag calculation items that are not clearly supported by drawing evidence
Compare loads, member sizes, grids, and details across documents
02 / Drawing consistency checks

Compare loads, member sizes, grids, and details across documents

Manual structural backchecks require jumping between calculation PDFs, framing plans, foundation plans, schedules, and details. Nomic creates a cited comparison layer that helps reviewers find mismatched load values, member sizes, grid references, design criteria, or repeated assumptions that appear differently across the package.

  • Check calculation outputs against beam, column, slab, pile, and foundation schedules
  • Compare roof live loads, lateral criteria, deflection limits, and design-basis notes
  • Separate matched, mismatched, missing, and inconclusive items for reviewer triage
Turn calculation review into a cited discrepancy table
03 / Reviewer verification

Turn calculation review into a cited discrepancy table

Nomic is a first-pass QA/QC layer, not a replacement for the engineer of record. Findings stay tied to source citations so reviewers can quickly verify whether an issue is real, dismiss a false positive, or update the workflow instructions for the next review cycle.

  • Link every finding to the calculation page, drawing sheet, and relevant detail or schedule
  • Export discrepancy tables for senior review, Bluebeam markups, or QA/QC logs
  • Use reviewer feedback to narrow future workflow checks and reduce noisy findings
Outcomes

What teams get from this workflow

Faster structural backchecks

Give reviewers a cited first-pass comparison instead of asking them to manually trace every calculation item across the drawing set.

More complete QA/QC coverage

Check more assumptions, schedules, notes, and details across the package before senior review or milestone issue.

Clearer engineering review records

Document which items matched, which need follow-up, and where each reviewer can verify the source evidence.

Questions about this automated drawing review workflow

Answers to common questions about this workflow.

Can AI compare structural calculations against construction drawings?

Yes. Nomic can read structural calculation packages and drawing sets together, then surface cited comparisons between assumptions, outputs, schedules, plans, and details for engineering QA/QC review.

Does Nomic perform structural engineering calculations?

Nomic is not positioned as a structural design engine or a replacement for licensed engineering judgment. It helps reviewers compare calculations and drawings, identify inconsistencies, and verify findings with citations.

What can Nomic check in a structural calculation review workflow?

Nomic can help compare load assumptions, design criteria, member labels, schedule values, calculation references, drawing notes, grid references, and detail callouts across the calculation package and drawing set.

How does Nomic handle false positives in calculation review?

Findings are tied to source citations so engineers can verify them quickly. Teams can feed reviewer feedback back into the workflow instructions to remove checks that are out of scope and focus future runs on the discrepancies that matter.

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"Nomic empowers us to build and deploy domain-specific AI to our whole global design team."

Dave Mackenzie
Dave Mackenzie

Managing Principal Digital

+30%

Productivity Increase

+20%

Engineering Capacity Increase