Have you ever had this problem?
👉 The cabinet is fully designed
👉 The production is correct
👉 The CNC drilled everything perfectly
But when it’s time to install…
The panels don’t fit.
And the reason?
The installer used the wrong panel.
Even if the system creates everything 100% correctly—
It only takes one mix-up to cause rework, delays, and frustration.
🔍 Why This Happens
In my experience, this issue doesn’t come from the design or the machine.
It comes from human confusion during on-site installation.
- Panels look similar
- No label or barcode
- Wrong side facing forward
- Top panel installed as bottom
- Or parts swapped between rooms
🧠 My Solution? Automation.
Over time, I developed multiple ways to prevent this—
Using automation, smart labeling, and a streamlined system that even new team members can follow without mistakes.
✅ Barcode labels
✅ QR-code installation drawings
✅ Pre-linked accessories
✅ Assembly flow logic that’s built into the model
No guessing. No second-guessing. No chaos on site.
Want to know the setup I use?
I share my idea —in my furniture maker group.
👉 Join us and read more inside the community.
— Doe