
Featured · Insight
The hidden cost of a single missed defect — and how AI changes the math
A 30-second oversight on the loop can mean three hours of unwinding. We break down how real-time inspection rewrites the unit economics of a knitting line.
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Engineering write-ups, customer stories and a frank look at the textile industry's quiet reinvention. Written by the people building Profna.

Featured · Insight
A 30-second oversight on the loop can mean three hours of unwinding. We break down how real-time inspection rewrites the unit economics of a knitting line.
7 articles

A 30-second oversight on the loop can mean three hours of unwinding. We break down how real-time inspection rewrites the unit economics of a knitting line.
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Inside the dataset, the edge runtime and what it takes to detect a defect in 40 ms.
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A summary of the cumulative impact across our customer base in 2025.
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How a 90-year-old Polish mill rolled out Profna Flow across the entire site in eight weeks.
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Lessons from running computer vision at the edge in dusty, vibration-heavy environments.
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Energy prices, ESG reporting and reshoring — the three forces reshaping European mills.
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A field guide to making AI work on machines no one designed it for.
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