Insights

Blog & Resources

Insights, best practices, and industry trends in AI-powered manufacturing quality control

Steel Strip Surface Defect Detection with AI Vision

October 2025

Steel Strip Surface Defect Detection with AI Vision

Detect scratches, pits, edge cracks, and surface defects on steel strips with AI-powered vision inspection. Achieve 99.9% accuracy in real-time steel manufacturing.

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AI Weld Defect Detection 100%

October 2025

AI Weld Defect Detection 100%

Detect weld porosity, cracks, incomplete fusion, and spatter with AI vision inspection. Achieve 100% accuracy in automotive, aerospace, and heavy manufacturing welding quality control.

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Battery Laser-Weld Defect Detection | OV80i AI Vision

September 2025

Battery Laser-Weld Defect Detection | OV80i AI Vision

Detect weld misplacement and cosmetic issues on battery tabs/sealing pins with OV80i. Flexible lenses/lighting + in-camera NVIDIA AI and browser-based training.

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12 Common Tablet Defects in Pharma Manufacturing (and How to Catch Them)

September 2025

12 Common Tablet Defects in Pharma Manufacturing (and How to Catch Them)

The 12 most common tablet defects in pharmaceutical manufacturing, what causes them, how to prevent them, and how AI inspection catches them at production speed.

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Blister & Cap Weld Cosmetic Inspection | Pharma AI

January 2025

Blister & Cap Weld Cosmetic Inspection | Pharma AI

Discover how AI-powered vision systems detect cosmetic defects in pharmaceutical blister pack and cap welds. Learn about automated inspection solutions that ensure product integrity, reduce waste, and maintain compliance with regulatory standards.

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Microscale Defect Detection on Medical Devices | AI

January 2025

Microscale Defect Detection on Medical Devices | AI

How AI vision and precision optics deliver 100% accuracy detecting sub-millimeter scratches on reflective medical device components. Achieve microscope-level clarity at factory speed with OV80i.

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Reduce AI Inspection Training Time: Weeks to Hours

January 2025

Reduce AI Inspection Training Time: Weeks to Hours

Cut AI vision training time by 90%. Edge-based OV10i, OV20i, and OV80i systems train models in under 1 hour-not weeks. Fast deployment, faster ROI.

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3 Quality Inspection Challenges in Battery Gigafactories (and Fixes)

October 2024

3 Quality Inspection Challenges in Battery Gigafactories (and Fixes)

Discover the critical quality inspection challenges in battery gigafactories and how AI vision systems address scale, precision, and speed requirements.

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AI in Manufacturing Quality Control: A Practical Implementation Guide

January 2024

AI in Manufacturing Quality Control: A Practical Implementation Guide

A practical guide to using AI in manufacturing quality control: where it fits, how to roll it out, and how it improves defect detection and reduces waste.

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AI Vision Lighting Best Practices for Manufacturing

January 2024

AI Vision Lighting Best Practices for Manufacturing

Learn the best lighting practices for AI vision systems in manufacturing. Discover how proper illumination improves defect detection accuracy and reduces false positives.

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Why Local Support Matters in Industrial Vision Deployment

January 2024

Why Local Support Matters in Industrial Vision Deployment

Learn why local support is critical for industrial vision deployment success. Overview.ai expands Ohio coverage for faster response and better service.

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5 Ways AI Vision Systems Cut Manufacturing Defects

January 2024

5 Ways AI Vision Systems Cut Manufacturing Defects

Discover how AI vision systems reduce manufacturing defects with higher accuracy, 24/7 consistency, real-time analysis, cost savings, and scalability.

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AI Vision Blog - Manufacturing Quality Control Insights