01
Python tools
Generators for layouts and BOMs, CAD scripts, data conversions and production exports.
- From dimensions to files
- Tested on real data
Rudnik Design · Automation & AI
Automation and AI instead of repetitive work.
Python tools, background automation and AI agents built around your real process, backed by years of design engineering and production work.
About
An engineer who automates what he used to do by hand.
I spent years on the production floor and at the CAD desk. Today I build the tools that do that repetitive work for people.
Mariusz Rudnik|Automation & Design Engineer
Automation profile
From the process on the floor to the tool that runs it: I automate work I know first-hand.
10+ years of production practice
Design built for real installation
Clear communication and process control
Automation & AI
Automation and AI built around your process.
I map the process, measure what it costs by hand and build the smallest tool that gives that time back: a script, a background job or an AI agent.
Generators for layouts and BOMs, CAD scripts, data conversions and production exports.
- From dimensions to files
- Tested on real data
AI automation
AI automation with working demos, not slides.
AI agents, instant quotations, shop floor plans in minutes, CAD and BOM generators. Two configurators run in your browser right now: enter the dimensions and download the production pack.
01 / Demo
Configuration becomes geometry
Enter survey dimensions, fascia system and brand rules once. The module draws the elevation, plan view and panel split immediately.
02 / Demo
BOM, cut list and files from the same configuration
Material schedule, CNC cut list, suspension grid and install sequence are generated live, with no data re-entry.
03 / Demo
One set of brand rules, every location
A network rollout is a list of surveyed locations. Package and BOM are computed per site and summed for the whole network.
Demo 01 · Ceiling baffles · live
An acoustic ceiling costed before the client finishes their coffee
Enter the room dimensions, mark the cut-outs for luminaires and HVAC, pick a profile. The configurator computes the layout, NRC, BOM, cut list and price live, and the production pack is one click away.
Demo 01 walkthrough · Baffles
Services
Design, CAD and websites alongside automation.
Automation leads the offer. These services run next to it, with the same production discipline.
SignageCAD 2D/3DCNC
Signage, structural design and production support: drawings a workshop can build from.
Blog
Selected articles from the blog.
Manufacturing, signage and AI from an engineer's perspective. Short, concrete, shop-floor tested.
SignageCase study · 1 September 2026
Farizon branded goalpost: an 8 m span and a beam that must not read as bowed
Case study of an eight-metre display gate for Farizon: reconciling a clean silhouette with asymmetric supports, a heavier left leg and lighting that has to work by day and by night.
3 min readRead more
AxisModDev log · 5 November 2026
Seven machines instead of a PDF: the dealer catalogue demo
The third demo on my automation page is a sales catalogue for a machine dealer: add-ons appear on the machine photo, a plan of the hall says whether it fits, and one request covers several machines.
5 min readRead more
AxisModDev log · 21 October 2026
What is behind the logo: choosing the fascia system before the colour
Everyone argues about the logo and the colour. The system behind the face decides flatness, joints, depth, access and most of the price. How the AxisMod fascia module prices that choice.
6 min readRead more
Start with one process
Pick one process that eats your team's time.
Send me a short description of what gets done by hand today. I'll reply with what can be automated and where to start.
You'll also find my email in the top menu.
Need to review the scope first?