Metal & mechanical

AI inspection for metal and machined parts

Burrs, scratches, corrosion and missing features found on every part, and parts counted as they are packed. Built for machining shops and heavy-equipment suppliers.

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

Machined flange housing with three inspection areas, one failing its compliance threshold — Area check

What it checks

The defects that cost metal & mechanical producers the most.

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

Burrs and sharp edges
Scratches and dents
Corrosion and discolouration
Missing threads and holes
Markings and engraving
Part counts per box

Metal clamp ring with four inspection areas marked and a compliance score per area — Compliance 98.07%

Metal elbow fitting shown twice: OK on the left, and KO on the right with the missing marking circled — OK / KO

Engine bay under inspection with components boxed as OK in green and NG in red — OK 92% · NG 87%

Why it matters

Where manual inspection breaks down.

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

01
Reflective parts fool the eye

Machined metal hides scratches under glare. Controlled lighting and a trained model see what an inspector misses.
02
Counting by hand is error prone

Short or over-filled boxes cost you in claims or in free parts. Every box is counted automatically.
03
Defects reach the field

Burrs and corrosion found at the customer cost far more than a check at the machine.

Application · Heavy equipment

Surface inspection and counting for heavy-equipment components

surface defect detection: 100%; surface defect detection
counting accuracy: 99.9%; counting accuracy
saved per line per year: €120k; saved per line per year

Read the full case

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 metal & mechanical, in detail.

Questions

What metal & mechanical teams ask first.

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

Can it measure dimensions too?

Yes, to about ±0.1 mm with the right optics. For tighter tolerances we look at 3D measurement in a custom project.

Does oil or coolant on the part matter?

Some residue is fine; the model is trained on parts as they come off your machine. We check this on the free test.

Can one station check several part numbers?

Yes. The operator scans or selects the part number and the station loads the right model.

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