Less scrap.
Higher savings.
AI quality control
in real time.

MetalEdge uses advanced artificial intelligence to automatically inspect defects in metal products. Reduce costs and control production 24/7.

Neural Network Processing
Real-time Analysis
Applications

Who is MetalEdge AI built for?

Our solution supports metal industry teams in their pursuit of quality excellence.

🔨

Forging shops and foundries

Surface-defect detection for forgings and castings in real time. Less scrap, fewer costly claims, and a more stable production process.

🏭

Steel mills and rolling mills

Quality control for bars and sheets during production. Early detection of surface defects helps reduce material losses and increase line throughput.

🚗

Automotive and precision machining

Automated inspection of safety-critical components. Quality-control documentation and production traceability.

Benefits

What does MetalEdge deliver?

A complete solution supporting production quality at every stage.

Less scrap and fewer claims

Automated defect detection directly on the production line helps reduce defective parts and lower complaint costs.

Greater efficiency

Continuous real-time quality monitoring shortens operator response times and increases process stability.

🔒

Data security

The system runs locally with edge AI. All data stays inside the plant, without transfer to the cloud or external servers.

📊

Advanced analytics

Detailed quality-trend visualizations support predictive analysis and help prevent production issues.

💡

Continuous learning

The AI system improves over time by learning the specifics of your production and continuously improving defect-detection accuracy. HIL feedback keeps the model under clear operator control.

Workflow

How does MetalEdge work?

A simple, highly effective quality-inspection process.

📷
1

Image capture

Industrial cameras capture product images from multiple perspectives in real time.

🧠
2

AI analysis

Advanced deep-learning algorithms analyze data locally on an edge device in under 100ms.

📊
3

Reporting

Results are displayed in an intuitive dashboard. The system generates detailed reports and documents defects.

4

Automated response

HIL-verified decisions flow back into the production process.

About us

Founding team

AI and Industry 4.0 expertise built around practical deployment.

Michał P. Wójcik

Michał P. Wójcik

Founder

Founder of MetalEdge AI. Focused on building on-premise AI systems for industrial quality control in metal manufacturing — combining computer vision, edge AI and human-in-the-loop workflows.

Want to reduce production losses?

See how MetalEdge helps forging shops, steel mills, and metal plants reduce scrap and complaint rates.

Book a free demo
Contact

Let's talk about your plant

Leave your details and we will contact you within 48 hours to discuss MetalEdge deployment options.

FAQ

Frequently asked questions

Find answers to the most common questions about MetalEdge.

How long does MetalEdge implementation take?
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A typical pilot can be launched within 2-4 weeks. Full production-line deployment depends on process characteristics and the number of inspection stations.

Do I need to replace existing production lines?
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No. MetalEdge is designed to integrate with existing infrastructure. The system can be adapted to different production-line types and industrial cameras.

Does my data leave the plant?
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No. All computation runs locally on edge devices installed in your plant. You retain full control over production data.

What is the implementation cost?
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A pilot starts at several tens of thousands of PLN. Full deployment depends on the number of production lines, production scale, and integration scope. Contact us for a quote tailored to your needs.