Trend forecasting and market signals, read by AI
The Opinion section of AI Trend Fashion.
AI trend forecasting tools promise objectivity, but the data they learn from is anything but neutral. Brand directors treating the output as ground truth may be making a costly strategic error.
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Browzwear and Marvelous Designer both simulate fabric in 3D, but they serve different workflow stages and different teams. Here is how to tell which one belongs in your pipeline.
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Enterprise fashion teams face a real fork in the road on pattern automation: build on general-purpose AI infrastructure, buy a purpose-built vendor platform, or extend the CAD tools already in place. Here is how to think through each route.
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A London court's ruling against Shein in its copyright case against Temu has exposed how thin IP protection can be in the age of AI-generated fashion imagery. Here is what the law currently covers — and where it goes silent.
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Layering generative AI onto decade-old PLM and ERP systems looks cheaper than rebuilding — until you count the integration debt. Here is what the architecture gap actually costs fashion brands.
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3D garment simulation has come a long way, but the physics underneath still involve significant approximations. Here's what your software isn't telling you about why a virtual sample and a sewn toile can diverge.
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