Lincode

How Pre-Built AI Models Speed Up Factory Inspection Deployment

This blog post was originally published at Lincode’s website. It is reprinted here with the permission of Lincode. Did you know that over 35% of manufacturing defects go undetected during traditional visual inspections, costing factories millions in rework and lost productivity every year?[1] Many manufacturers struggle to implement AI-powered inspection systems because building and training custom models from […]

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What Happens When the Inspection AI Fails: Learning from Production Line Mistakes

Blog Posts, Industrial Vision (Computer Vision), Lincode / February 12, 2026

This blog post was originally published at Lincode’s website. It is reprinted here with the permission of Lincode. Studies show that about 34% of manufacturing defects are missed because inspection systems make mistakes.[1] These numbers show a big problem—when the inspection AI misses something, even a tiny defect can spread across hundreds or thousands of products. One

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