Industrial CAD automation drafting table
CAD automation for manufacturing
Automated geometry for reviewing drawings with a traceable output.
Industrial CAD automation
The system receives the drawing, runs the analysis as a durable job, and returns a marked view with a table and structured formats for review. Detection combines geometry with an integrated AI model.
The problem
Manually reviewing CAD drawings to locate, measure, and classify doors turns a repetitive geometry task into a bottleneck and makes it hard to compare each finding with the drawing.
What was actually built
Durable processing with a marked view, table, and structured formats for reviewing detected doors.
Geometric plan review — door detection
| Door | Width | Swing | Confidence |
|---|---|---|---|
| P-01 | 0.90 m | inward | 0.98 |
| P-02 | 0.85 m | inward | 0.95 |
| P-03 | 0.80 m | inward | 0.92 |
| P-04 | 0.90 m | outward | 0.89 |
| P-05 | 1.10 m | sliding | 0.83 |
| P-06 | 0.75 m | outward | 0.87 |
- 01
Drawing
A synthetic CAD drawing shows hinges, swing arcs, and highlighted doors.
- 02
Review
A recreated technical table synchronizes each finding with fictional width, orientation, and confidence.
- The technical documentation describes durable processing and marked, visual, and structured outputs.
Limits of the evidence
- No model metrics or operational results are published; the drawing, measurements, and confidence levels shown are synthetic.
Technology
- FastAPI
- JavaScript SPA
- SQLite or SQL Server
