Automated quality control for paving stones

EDGE SCAN

Detect defects. Control height.Save material.

An AI vision system that scans every paving stone on the wet side — in real time, with accuracy down to 0.5 mm.

2.1mm
3.4mm

97%

fewer complaints

3-5%

material savings

0.5 mm

measurement accuracy

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About us

A Polish technology startup

An automated quality-control solution designed and built by our team, from the ground up.

PS
MW
PU

Team photo

PS

Piotr Stefański, Ph.D.

CEO, AI & Machine Learning Ph.D.

A recognized specialist in machine learning and computer vision, lecturer at the University of Economics in Katowice.

MW

Marcin Worwa

CTO, Software Architect

10+ years of experience building production systems and software architecture.

PU

Piotr Urbas

Product & Process Lead

8+ years building digital products — from idea to deployment.

Results

Real results in production

Data from a deployment at a paving-stone manufacturer in Poland.

97%

fewer complaints

Eliminating defective products from pallets

The system detects defects invisible to the inspector and flags them in real time — before the product reaches the pallet.

3-5%

material savings

Material savings through height control

Continuous measurement of every stone with 0.5 mm accuracy lets you produce close to the lower tolerance limit without risk.

50%

fewer inspection roles

Reduced quality-control costs

A projector points out defective stones at the end of the line — the inspector no longer has to search for defects by hand.

100%

automated reporting

Full production data 24/7

Every shift, batch and operator measured automatically. No more manual logging and spreadsheets.

100%

color classification

Color consistency control

Automatic color classification of every stone ensures batch consistency and eliminates mistakes.

How it works

4 steps to full quality control

01

We mount it on the line

Installation on the wet side without stopping production. The structure is matched to the width of your line.

02

We scan every stone

A line laser and an industrial camera scan the surface in real time — thousands of measurement points per stone.

03

AI analyzes the data

The model detects defects, measures height, and classifies the color and quality of every product automatically.

04

You act on the data

Results available instantly in the web app — from the dashboard to per-shift and per-operator reports.

Technology

The technology that makes it possible

Automatic defect identification and height measurement in real time.

Scanning

Detects defects invisible to the naked eye

A line laser and an industrial camera scan the surface of every stone. Deflections of the laser line build a depth map — holes, cracks and inclusions are detected automatically, even when they share the same color as the base material.

Hole
Inclusion
Crack
OK
Defect
Classification

Classifies every defect with an exact dimension

Each stone gets an individual heatmap with automatically marked defects and their dimensions. The defect threshold is configured to your line's requirements — by default above 2 mm.

2.27 mm
1.8 mm
OK
Defect
Threshold: > 2 mm
Height measurement

Saves material through continuous height control

Thousands of measurement points on every stone with accuracy down to 0.5 mm. This lets you produce close to the lower tolerance limit — that's 3-5% savings on raw material without the risk of going out of spec.

99.5
mm
59.7
mm
59.8
mm
±0.5 mm
App

The Edge Scan web app

Full quality analytics — from the dashboard to per-shift reports

From data to action

3D scans are translated into clear quality indicators — you immediately see what's deteriorating and where to look for the cause.

One workflow for all analytics

Live monitoring and historical analysis in one place, without manually stitching reports together in spreadsheets.

A domain that matches production

Data organized just like on the shop floor: production day → batch → product → operator/shift.

No more spreadsheets and manual reporting

app.edgeai.pl

Dashboard

30 seconds to an answer: is production under control?

Total stones

2

Correct

1

Incorrect

1

Defect rate

1.4%

Click a view below to preview it

Edge Scan — the automated quality-control machine
The device

Installation without stopping production

We provide a complete process — from analyzing your production line, through precise installation, to integration with automation and systems. It all ends with production tests and team training.

  • Fits any line width
  • Installed in 1–2 days with no production downtime
  • Requires no changes to your automation
  • Works with a line from any manufacturer

Line laser

200mW

Industrial cameras

Basler x2

Lead time

6–8 weeks

Width

1665 mm

Pricing

Engagement models

A transparent subscription model — with no hidden costs.

Standard

4,000PLN / month
  • Quantity inspection
  • Defect detection
  • Height measurement
  • Color inspection
  • Web app + full analytics
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Full version

Standard + Dry Side

5,000PLN / month
  • Everything in the Standard package
  • Pictogram display for inspectors
  • RFID support
Talk to us
In the subscription

What does the subscription model include?

Everything you need — in one monthly fee.

Infrastructure costs

Servers, GPUs and hosting — all on our side.

Servicing

Remote diagnostics and repairs included in the subscription.

Updates and development

New features and improvements delivered automatically.

Support

A dedicated technical account manager and remote assistance.

Model training

Retraining the AI on data from your own production.

New molds

Adapting the system to new paving-stone shapes.

Contact

Let's talk about your line

Write or call — we'll get back to you with a demo tailored to your production.

Write to uscontact@edgeai.pl
Call us(+48) 725 198 915