Engineering, artificial intelligence
cad-ai — AI-driven engineering drawings
A system that turns a plain-language request into a CAD file with verified dimensions, ready for production.
- Client
- INNASOFT in-house project
- Services
- AI and data solutions
- Status
- In active development
- Year
- 2026
- 167automated tests
- 16permitted AI tools
- 2ways to control
Challenge
An engineering drawing has to be exact: a good-looking drawing with a wrong dimension causes errors in production. Plain AI generation gives no such guarantee.
Solution
The AI draws only through 16 permitted tools; every action is bounded by write and save limits.
Two ways to control it — desktop AI apps over the MCP protocol or a local LLM (Ollama, LM Studio) — share one tool layer.
Dimensions are re-measured from the drawing itself and checked by a validator.
Result
Output is DXF, which AutoCAD reads fully; Windows is not required.
The core phases are complete and 167 automated tests pass.
Key features
Not just good-looking — correct.
Deterministic output
The same request gives the same verified drawing.
MCP server
Direct control from desktop AI apps.
Local LLM
Work with models on your own server, without data leaving it.
Dimension validator
Layers and dimensions are checked from the drawing itself.
Technology
- Python
- ezdxf
- MCP
- Ollama
- LM Studio
- AutoCAD COM/.NET
Next project
Next step
A big idea starts
with a clear conversation.
Tell us about your task, your current processes or your question. We will start from the right direction.
Or write to us directly:
info@innasoft.uz