December 2025
Factory Automation Vision Systems: 2026 Implementation Guide
Learn how to implement vision systems for factory automation. Expert guide covering cameras, AI, integration, and best practices for manufacturing.
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Insights
Blog & Resources
Insights, best practices, and industry trends in AI-powered manufacturing quality control
December 2025
Machine Vision Cameras for Production Lines: 2026 Selection Guide
How to choose the right machine vision cameras for production line inspection. Expert guide on resolution, sensors, interfaces, and AI integration.
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December 2025
AI Defect Detection in Manufacturing: How It Works (2026 Guide)
How deep learning finds defects on the line, how to implement it, and how the leading AI defect detection approaches compare in 2026.
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December 2025
Industrial Camera AI Inspection: Hardware and Software Guide (2026)
Complete guide to industrial camera AI inspection systems. Learn about camera selection, AI software, and how to build a production-ready inspection solution.
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December 2025
Smart Manufacturing Vision Technology: The 2025 Guide to Industry 4.0
Explore smart manufacturing vision technology and its role in Industry 4.0. Learn how AI vision systems enable intelligent factories and automated quality control.
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December 2025
Machine Vision vs AI Vision for Quality Control (2026)
Understand the differences between traditional machine vision and AI vision for quality control. Learn which technology is right for your manufacturing needs.
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December 2025
Edge AI for OT: Reducing Attack Surface While Keeping Quality Running
Manufacturing is now the #1 target for OT-focused attacks. Learn how edge AI vision systems reduce cybersecurity risk by keeping AI inference on-device with no cloud in the decision loop.
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November 2025
Chinese OEMs Are Winning on Manufacturing Cost - And the Data Shows Exactly Why
BCG latest study reveals Chinese OEMs enjoy 20-75% cost advantages through automation, factory design, and quality control. Here is what it means for Western manufacturers.
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October 2025
Ghost Defects in Battery Welds: How Edge AI Makes the Invisible Visible
How Overview AI’s OV80i uses an edge-first AI vision stack to detect micron-scale weld misalignments on reflective battery caps, a critical ‘ghost defect’ missed by other systems.
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October 2025
AI Vision for Gear Defect Detection in Metal Machining
How Overview AI’s OV20i used a segmentation model trained on 11 samples to detect surface and gear-tooth defects with 100% accuracy.
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October 2025
How AI Vision Simplifies Multi-Point Inspection for Complex Assemblies
Discover how Overview AI’s OV20i system performed stable multi-point inspection across castle, pin, clip, and insert components with minimal data and zero recalibration.
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October 2025
Photometric AI Vision for Edge Defect Detection in Metal Stamping
Overview AI’s photometric mode enabled high-accuracy edge defect detection on reflective stamped parts using a classifier trained on only 20 images.
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Showing 73–84 of 104 articles
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