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

Use Cases

K 12 School Plan Review

What This Use Case Covers

K 12 School Plan Review has a specific enough profile, in terms of what typically goes wrong and when, that it is worth understanding as its own distinct review scenario.

The recurring risk here is that issues specific to k 12 school plan review often live at the boundary between disciplines or between documents, rather than being visible from reviewing any single piece of the drawing set in isolation.

Where Structured AI Fits

The Revit Add-In, which runs QA/QC, code compliance, and custom checks directly against a live Revit model without an export step is directly applicable here, along with checks like GEN-2 Drawing Index Check and GEN-6 Title Block Consistency Check, which target exactly the kind of issue that shows up in this scenario. Syska Hennessy Group, one of the largest MEP firms in the US, replaced days of manual review with an AI check running around 20 to 30 minutes per project set, which is the kind of result that comes from applying systematic, consistent checking rather than an ad hoc review.

What Good Practice Looks Like Here

The strongest results come from applying this kind of review consistently, on every relevant project, rather than only when time allows. Findings that are traceable back to an exact page and location matter particularly here, since they let a reviewer confirm or dismiss an issue in seconds rather than having to redo the analysis manually.

FAQ

Does this require any special setup to apply? No special setup beyond uploading the relevant drawings and specifications, or connecting a Revit model directly if the project is modeled that way.

Can this be combined with other review types on the same project? Yes. This use case typically runs alongside other checks, code compliance, cross-discipline coordination, and firm-specific Custom Checks, as part of a complete review process rather than in isolation.

Who typically owns this on a project team? This varies by firm structure, though it is commonly owned by a QA lead, BIM/VDC manager, or the relevant discipline lead depending on the specific scope involved.

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.

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