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Engineering AI Research

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00Deep research · Engineering documentation

AI that understands engineering drawings.

Advancing multimodal AI that can reason over spatial engineering documents and automate drawing quality assurance.

Upload a drawingSee how it works

Input

DWG / DXF

Method

Spatial reasoning

Output

Grounded findings

01The platform

Engineering documentation, understood.

Upload a DWG or DXF drawing. Our AI analyzes geometry, annotations, symbols, and document structure to identify quality issues, explain findings, and answer documentation questions.

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 generic AI workflows.

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.

Every recommendation is grounded in retrieved engineering knowledge, not generated from 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

Technical drawing comprehension is still early.

Comprehending symbolic spatial documents remains one of the least developed capabilities of modern AI. Drawing QA is our first production application — the long-term objective is foundation models for symbolic engineering documents.

Why it matters

01

Reduce manual QA effort

02

Improve documentation quality

03

Catch issues before construction

04

Accelerate engineering review workflows

06Custom training & deployment

Test it first, then retrain and deploy it for your own standards.

We work with engineering organizations to evaluate private drawing sets, build custom reasoning workflows, and deploy fine-tuned mid-sized models on own infrastructure.

Start with a drawing test
05Try the system

Run a private drawing review.

Upload a representative engineering document to see whether the system can inspect geometry, annotations, symbols, and document structure — then talk to us about an evaluation.

01

Upload a drawing

DWG or DXF · used for private evaluation only

Drop a drawing here, or browse

DWG · DXF

02

Register for a pilot discussion

We only use this to discuss QA evaluation & deployment

Submit a drawing first. The pilot registration unlocks once your upload is received.

Uploaded drawings are used for private evaluation of the system and deployment fit. Production retention rules are finalized before any customer-controlled deployment.