Case Studies

Proof from live projects, not demos.

MEP engineers, constructors, and multidiscipline firms run Structured on real drawing sets. Here's what changed in their review process, and what the press wrote about it.

Reviewing with Structured

Featured · Syska Hennessy Group

"Top 1% of professionals I've worked with, their AI solutions and proactive communication have transformed our Innovation Program."

Robert Ioanna

CTO, Syska Hennessy Group

Read the ENR coverage

03 · The stories

Why AEC teams trust Structured in production.

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Sunlit boulevard between glass high-rises with a red ring pedestrian bridge

Case Study / 01

Benchmarked: 84.7% on AEC-Bench

Structured's Document Agents scored 84.7% across all 196 AEC-Bench tasks, the highest score in every complexity category. The full breakdown covers what agentic review gets right on real drawing sets, and where the hard problems still live.

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Construction crews and heavy equipment working on a job site

Case Study / 02

Plausible is not compliant

Manual review cannot hold 500 pages of interdependent construction documents in view at once. This is what it takes to build an agent that can, catching compliance failures before sign-off, with the exact sheet and code section behind every finding.

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In the press & on the blog

Partnership

Syska Hennessy partners with Structured

ENR reports on the $4.2M fundraise and the partnership bringing automated QA/QC to one of the world's leading MEP firms.

ROI Report

Measuring the impact of AI on drawing review

The ROI report: what firms that adopted AI review early are seeing in error rates, review time, and avoided rework.

Press

Featured in The Wall Street Journal

How AEC firms are putting agentic review into production, with Structured among the tools leading the shift.

Press

Business Insider on Structured

From Goldman Sachs and Y Combinator to the drawing set: the story behind the firms betting on automated QA/QC.

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