Structured AI
Structured AI is an AI-assisted construction drawing QA/QC platform that reviews multi-discipline PDF sets and Revit models to flag coordination clashes, code issues, and firm-specific standards with sheet-level citations and deterministic findings.
When a permit or bid set arrives with hundreds of sheets, even experienced reviewers cannot keep every cross-reference, code citation, and discipline overlay in view at once. Structured AI attacks that choke point with agents tuned for architectural, MEP, civil, and structural drawing packages, returning actionable findings with exact page references instead of probabilistic scores.
Teams upload PDF construction sets or work inside Revit through the vendor add-in, then run built-in compliance checks, custom firm standards, document chat, and automated clash overlays. Each result points to the sheet, the spot on the sheet, what failed, and how to fix it, which gives QA leads a list they can trace and sign off.
Authors define new checks in plain English, compare prompt versions in Prompt Lab, and observe agent reasoning in Agent Playground without writing scripts. The clash path detects sheets covering the same building area, aligns views automatically even at mismatched scales, and highlights cross-discipline conflicts that manual review tends to catch only after issue.
For IT and risk teams, the service runs inside the subscribing firm's Microsoft Azure tenant with SOC 2 oriented controls and optional private cloud deployment. Access is through the web workspace at app.getstructured.ai; there is no public price list, so procurement starts with a demo booking on the vendor site.
Specifications
Pricing
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Pros and cons
Pros
- Works from 2D PDFs when no federated BIM model exists.
- Deterministic, cited outputs suit formal QA sign-off workflows.
- Custom checks let firms encode internal standards beyond model codes.
- Revit add-in extends review to live model geometry without leaving authoring tools.
Cons
- No published price list; every deal requires a vendor Order and demo scoping.
- AI findings still need licensed professional verification for code and liability.
- Azure-tenant deployment may lengthen enterprise IT onboarding compared with simple SaaS signup.
Key features
PDF and Revit inputs: Run QA/QC on uploaded construction PDFs or query live Revit geometry through the official add-in without exporting a separate package.
Deterministic compliance checks: Returns exact page, location, issue, and fix guidance without confidence percentages, so reviewers can act on a traceable list.
Custom agents in plain English: Build firm-specific checks, test prompts in Prompt Lab, and watch runs in Agent Playground with no coding required.
Document chat: Ask natural-language questions across a full drawing set; answers link to the cited sheet and coordinates.
Auto-aligned clash overlays: Detects overlapping views across disciplines and scales, then surfaces cross-discipline conflicts from 2D PDFs.
Revision and spec workflows: Compare drawing versions, verify dimensions, cross-reference specs, and generate RFIs from detected issues.
Azure tenant deployment: Customer content is processed within the subscribing entity's Microsoft Azure environment per vendor terms.
Integrations: Connects with Revit, Bluebeam, Procore, Autodesk Construction Cloud, SharePoint, and Google Drive.
Pricing
Enterprise (order required)
Contact sales
No public price list; fees are set per Order. Book a demo at getstructured.ai to scope pricing.
Frequently asked questions
How much does Structured AI cost?
The vendor does not publish list prices. Terms of service state fees are set in an Order between your firm and Structured AI, and the website routes buyers through Book a Demo. Expect quote-based enterprise pricing rather than self-serve checkout.
Does Structured AI work on Mac or only in a browser?
The main workspace is browser-based at app.getstructured.ai with sign-in via company Outlook, Gmail, or email link. The Revit add-in targets Windows environments where Revit runs; confirm Mac access paths with the vendor if your team authors on macOS.
Can Structured AI review drawings without a Revit model?
Yes. The platform analyzes uploaded construction PDFs across architectural, MEP, civil, and structural sheets. The Revit add-in is optional for teams that want element-level checks on live model data with reported element IDs and levels.
How does Structured AI clash detection differ from Navisworks?
Navisworks expects coordinated 3D BIM models. Structured overlays 2D PDF views that cover the same building area, auto-aligns them across scales, and flags cross-discipline conflicts without requiring a federated model, which suits teams still issuing flat document sets.
Which building codes does Structured AI check against?
Marketing and comparison pages reference IBC, ADA, NEC, NFPA, and ASHRAE style requirements alongside firm-defined rules. Validate coverage for your jurisdiction and local amendments during a pilot because the check library continues to expand.
Who is Structured AI designed for?
The about page positions the product for architects handling large compliance packages, MEP engineers coordinating 2D sets, general contractors reviewing at preconstruction, and estimators catching scope gaps before bid day. The contact form segments firms from roughly 50 to 500+ employees.
Does Structured AI integrate with Procore or Bluebeam?
The compare page lists Procore, Bluebeam, Autodesk Construction Cloud, SharePoint, and Google Drive among supported connections. Structured is positioned as a drawing analysis layer that can push detected issues into project management tools rather than replacing them.