Furniture & wood

AI wood grading and furniture kit verification

Timber graded by knots, cracks and grain at production speed, and every flat-pack kit checked complete before it leaves the line.

Test it on your parts +39 049 825 6850

Free test on 20 parts
Results in 5 to 7 days
Running in one day
From €1,200/mo, no CAPEX

Wooden plank on a concrete floor with knots and defects marked by the vision system — Wood grading

What it checks

The defects that cost furniture & wood producers the most.

Trained on your parts, with your OK and NG examples. Each decision is stored with its image.

Knots and cracks
Grain and colour
Surface damage
Missing fittings
Kit completeness
Instruction sheet presence

Kit check: detected parts on the left, and a list per part ID showing required against found — Kit 3 / 5

Hose and bracket detected after a barcode scan, with a checklist of required parts — Barcode + parts

Long factory hall with racking and clear floor markings — Factory floor

Why it matters

Where manual inspection breaks down.

The same three problems come up on almost every first call in this sector.

01
A missing screw is a return

One missing fitting turns a delivered kit into a complaint and a second shipment. Every kit is counted before it closes.
02
Grading decides the price

Premium timber sold as a lower grade is margin gone. Consistent AI grading raises the premium share.
03
Mixed kits confuse packers

With many variants on one line, the station shows what belongs in this kit and checks it.

Case study · Flat-pack furniture

Every furniture kit verified complete before shipment

kit completeness: 100%; kit completeness
count accuracy: 99.9%; count accuracy
per check: 0.3 s; per check

Read the full case

Pass

How it works

From your parts to a running station in three steps.

No machine vision engineers on your side, and no CAPEX: hardware, software, installation and support are one monthly fee.

1
Free test

Send about 20 good and defective parts or high-res photos. We train a model and report detection rate, false positives and cycle time in 5 to 7 days.
2
Install in one day

Camera, lighting and edge PC mounted at your station. Operators see OK or NG, with the defect marked on the image.
3
Improve every week

Every result is logged. When your parts or specs change, we retrain the model as part of the plan.

Applications

AI vision in furniture & wood, in detail.

Questions

What furniture & wood teams ask first.

Rather talk it through? Call +39 049 825 6850 or write to info@logirobotix.com.

Can it grade long boards?

Yes. Boards are scanned as they pass on the conveyor; the camera setup is sized to your board widths.

How many kit variants can it handle?

Each variant is a list of parts. The operator scans the order and the station checks against that list.

Does it need a special conveyor?

No. The camera mounts over your existing packing or grading line.

Free feasibility test

Test it on your parts.

Send us 20 defective parts or high-res photos. We train a model on your parts and show you detection rate, false positives and cycle time before you sign anything.

parts or photos: 20; parts or photos
days to results: 5-7; days to results
no commitment: €0; no commitment