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Engineering Blog

   

8 articles on industrial computer vision, Edge AI, and manufacturing quality control.

             

       

July 26, 2026

       

Can AI Replace 3 Inspectors and Save €44,000 in Year 1?

       

Real math for European factories: AI vs manual inspection. ROI in less than 90 days. Nvidia Jetson edge system.

     

                 

       

July 24, 2026

       

Security in Industrial AI: Protecting Your Models and Data

       

How to protect your AI models from theft. Secure Boot, encrypted storage, compiled code.

     

                 

       

July 22, 2026

       

Industrial Computer Vision: A Buyer's Guide for Manufacturers

       

How to choose the right vision system. Edge vs Cloud, hardware, integration, security.

     

                 

       

July 20, 2026

       

The Real Cost of Manual Inspection: Why AI Pays for Itself in 3-12 Months

       

ROI analysis: manual QC costs €163K/year. AI pays back in 2.7 months.

     

                 

       

July 18, 2026

       

How We Achieve 145 FPS on NVIDIA Jetson Orin

       

Technical deep dive: TensorRT, CUDA, model architecture, streaming pipeline.

     

                 

       

July 16, 2026

       

PLC, MES, ERP Integration: A Practical Guide for Industrial AI

       

How to connect AI vision to your factory systems. OPC UA, MQTT, REST API.

     

                 

       

July 12, 2026

       

Edge AI vs Cloud AI for Manufacturing: Why Latency Matters

       

6.8 ms vs 200 ms — why real-time inspection can't wait for the cloud.

     

                 

       

July 10, 2026

       

Is Your Industrial AI Setup a Ticking Time Bomb? NVIDIA vs. Rockchip

       

Why cheap hardware fails on the factory floor — and why we build on NVIDIA Jetson Orin.