Planstandard

Engineering Docs QA

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00Research-driven AI for AEC teams

AI that understands engineering drawings.

Planstandard helps AEC teams review engineering drawings, ask practical QA questions, and improve documentation before issues affect schedules, budgets, and teams.

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Drawing QA loop

Input

DWG/DXF + CTB/STB

Method

Spatial reasoning

Output

Revision layer

01The platform

Engineering documentation, understood.

Upload a DWG or DXF drawing, with optional plot style tables (CTB/STB). Our AI analyzes geometry, annotations, and structure to find issues, explain findings, and answer questions.

Live workflow

01

Upload drawing

02

Add plot styles

03

Ask questions

04

Improve drawings

02Built for documentation QA

Verify the signals that are easy to miss.

The platform helps engineering teams catch the document-level quality issues that are hard to find manually and easy to lose in daily routines.

01

Drawing completeness

02

Missing annotations

03

Documentation consistency

04

Metadata quality

05

Cross-reference integrity

06

Standards compliance

Scope, stated plainly

Not architectural design review

Not structural analysis

Not professional consulting

Just documentation QA — done properly.

03Beyond traditional CAD validation

Grounded engineering intelligence.

Answers are grounded in drawing context, engineering knowledge, and project documentation — not model memory alone.

01

Spatial reasoning over CAD geometry

02

Fine-tuned engineering language models

03

Knowledge retrieval from standards and project documentation

04

AI agents capable of explaining every finding

04Research driven

Spatial AI, made practical.

Engineering drawings are complex symbolic documents. Planstandard turns that complexity into a practical QA workflow teams can use today.

Why it matters

01

Reduce human QA effort and time

02

Accelerate cross-functional coordination

03

Catch expensive issues before construction

04

Systemize engineering review workflows

05Custom models & workflow design

Need a system built around your standards?

Planstandard can be adapted to your drawing sets, review criteria, and internal QA process. If the basic workflow fits, we can help build custom models, retrieval workflows, and deployment options around your organization’s standards.

01

Adapt review prompts and checks to your drawing standards

02

Build retrieval workflows from your specifications and project documentation

03

Configure models for recurring drawing types and QA patterns

04

Support private deployment paths when your data or infrastructure requires it

Use the live workspace to validate the workflow, then extend it with custom models and deployment options built around your standards.

Start with the workspace
06Experience basic features

Start with a real drawing and practical questions.

Upload an engineering drawing in the workspace, ask targeted questions, and compare the assistant's answers with your own expert judgement.

07Try for free

Experience Planstandard today.

Create a free account, open the workspace, and test Planstandard with your own engineering material. Start with a drawing QA question, then evaluate the response against your own judgement.

01

Open the workspace

Create a free account · private chat workspace

Open the workspace
02

Start chatting

Use your own engineering material

Attach a drawing or describe what you want to review, then use the response as a starting point for your own expert evaluation.

The chat workspace is private: accounts are created directly in the workspace, and drawings shared in chat are used only for evaluation purposes.