ENR reports on Structured AI's $4.2m fundraise and partnership with Syska Hennessy

Solutions

Design Review for Estimators

Why Estimators Need Design Review

Estimators carry accountability for producing accurate bids based on the drawing set as issued. A common friction point: pricing a project off drawings that contain undetected conflicts, which leads to change orders that eat into margin after award.

That's exactly where Design Review comes in. It runs during design development, before drawings are finalized, and the point of it is to catch issues early, while they're still cheap to fix, instead of after documents are further along.

What Structured AI Checks for Estimators

For estimators running design review, Structured AI uses Document Chat paired with Custom Checks, so the team can interrogate the drawing set as it evolves and run firm specific checks throughout design. Findings are scoped to what this role is actually on the hook for, not a generic error list, but issues organized around producing accurate bids based on the drawing set as issued.

Bidding from incomplete drawings is standard, and scope gaps often only surface during buyout or on site. Structured extracts equipment lists and quantities automatically and flags missing scope before bid day.

Where This Fits in Your Workflow

Design Review for estimators usually happens during design development, before drawings are finalized. Structured AI works on .pdf, .dwg, .rvt, and .ifc files, and for Revit modeled projects, the Revit Add-In runs the same checks directly against live geometry with element level results, no export needed. Findings can be exported and assigned by trade or discipline, so the review step slots into the existing document workflow instead of adding a new one.

FAQ

How is design review different from a general plan check? Design Review is scoped to what actually matters at this stage of the project and for this role: catch issues early, while they're still cheap to fix, instead of after documents are further along. It uses Structured AI's deterministic checks rather than a confidence-scored, probabilistic flag.

Do estimators need special training to use this? No. Upload the relevant drawings and specifications, or connect the Revit model directly, and findings come back organized the way estimators already review work. Teams can also build Custom Checks in plain English without writing any code.

Can findings be shared with the rest of the project team? Yes. Every finding links back to the exact sheet and location, and can be exported and assigned by trade or discipline for team wide visibility and follow up.

See It on Your Own Drawings

Book a demo and watch Structured review a real drawing set: every finding with the exact page, location, issue, and fix.

Book a Demo