AI-Native vs. AI-Sprinkle: How Fashion SaaS Vendors Are Splitting
The fashion-tech market has split into two camps: vendors rebuilding from the ground up and legacy players 'sprinkling' AI on old code. Here is how to tell them apart.
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Launches
The Launches section of ATF Tech Wire.
6 Open-Source and Low-Cost Tools for Fashion Pattern Drafting
Enterprise CAD budgets are not the only route to professional pattern making. Here are six accessible tools — open-source and low-cost — with straight talk on what each one can and cannot do.
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How to Set Up a Digital Material Library for 3D Garment Development
Stop wasting time with physical swatches. This guide shows you how to build a scalable, physics-accurate digital material library for 3D garment development.
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AI Watermarking and Fashion Content: What Google's Policy Shift Means
Google's decision to allow the removal of visible AI watermarks shifts the burden of transparency to metadata. Here is what creative and legal teams need to know.
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How to Evaluate a Virtual Try-On Vendor: A Buyer's Checklist
Don't get burned by vendor hype. Use this structured checklist to audit virtual try-on technology for model diversity, garment physics, and technical integration requirements.
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Cloth Simulation Research: What the Latest Papers Mean for Fashion Software
The gap between academic cloth simulation research and commercial fashion software is closing. We analyze how AI-native architectures and domain-specific expertise are replacing legacy 'AI-sprinkled' engines.
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AI Sketch-to-Render Tools: A Practical Look for Fashion Designers
AI sketch-to-render tools are transforming loose drawings into photorealistic fashion visuals in seconds. Here is how designers are using them and where the technology still hits a wall.
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AI in Fashion Retail: Internal Platforms at H&M, Gap, and Otto Group
Global fashion leaders are ditching fragmented software for unified internal AI platforms. Explore the strategies H&M, Gap, and Otto Group use to scale machine learning.
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Tech Pack Software in 2026: Techpacker and the Case for Digital Specs
Digital tech packs are replacing static PDFs to eliminate version control errors and streamline factory communication. We examine the 2026 software options for technical designers.
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Merchandising Analytics Platforms: What Style Arcade Tracks and Why
Stop guessing your buy quantities. Merchandising analytics platforms like Style Arcade turn fragmented ERP data into actionable range plans that protect your margins.
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Real-Time 3D and Fashion: Where Unreal Engine Fits in Retail
Real-time 3D engines are moving from the gaming world into fashion retail. We look at where Unreal Engine delivers ROI and where the technical overhead still breaks the budget.
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Generative AI and Fashion IP: Who Owns the Output?
As generative AI integrates into the design workflow, the legal definition of 'authorship' is being tested. Discover the risks of AI-generated output and how to protect your brand's intellectual property.
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Body Scanning and Fit Data: How Brands Are Using Size Intelligence
Fashion brands are moving beyond static size charts to embrace size intelligence, using body scanning and AI-driven fit data to slash return rates and optimize inventory.
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EU AI Act and Fashion Tech: Compliance Obligations You Cannot Ignore
The EU AI Act is now law, and your fashion-tech stack is likely under the microscope. From virtual try-on to automated hiring, here is what you must document to stay compliant.
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AI Design Generation in Fashion: Six Platforms Compared
Design directors are moving from manual CAD to generative AI. We compare six leading platforms on their ability to handle professional apparel workflows and IP security.
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Digital Product Creation: How 3D Sampling Cuts Development Time
Stop wasting weeks on physical prototypes. Learn how 3D sampling and digital product creation (DPC) are slashing development cycles and material waste for global brands.
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Circular Fashion Tech: Tools and Platforms Moving Resale Forward
The circular economy is no longer a pilot project; it is a technology-driven operational requirement for brands facing new regulations and shifting consumer demands.
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Virtual Try-On Launches and Results This Quarter
Virtual try-on technology has shifted from a marketing novelty to a critical conversion engine. This quarter's data reveals how AI-driven fit tools are reshaping consumer behavior.
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