Editorial Team
Fashion AI School Editorial
Our editorial team tracks AI tools and techniques as they apply to fashion, styling, and creative production. We test generation models, virtual try-on systems, and automation workflows firsthand, and write up what actually holds up in real production work versus what's still just a demo. Coverage spans image and video generation, 3D and garment tech, marketing automation, and the business and ethical questions that come with using AI in a creative industry.
Published by the team
How AI Is Reshaping Trend Forecasting
Trend forecasting has traditionally relied on slow, expert-driven synthesis of runway, retail, and cultural signals. AI research tools are compressing parts of that process — here's what's actually changing.
Image Models Are Getting Better at Fabric Texture — Here's How to Test It on Your Own Products
Recent image generators handle knit, denim, and silk texture with noticeably more fidelity than a year ago. Here's a simple way to evaluate a model against your own product line before trusting it for campaign work.
Video Generation Is Finally Good Enough for Product Loops
Short, seamless product loop videos used to require a real shoot and editing time. AI video tools have crossed a usability threshold for this specific format — here's what changed and where the limits still are.
Virtual Try-On Moves From Demo to E-Commerce
Virtual try-on has spent years as an impressive demo that rarely made it into real shopping experiences. That's shifting as quality and integration options improve — here's what's actually usable now.
Choosing Between Midjourney and Flux for Campaign Work
Two of the most-used image models take different approaches — one leans into distinct aesthetic style, the other into photorealistic control. Here's how to decide which fits a given campaign.
What Consistent-Character Features Change for AI Lookbooks
New consistent-character tools let you generate the same AI model across dozens of images and poses. That single capability unlocks lookbook production that wasn't practical with earlier generation tools.
Agents That Run Your Content Calendar
AI agents that chain together research, drafting, generation, and publishing steps are starting to handle entire content calendar workflows with light human oversight. Here's what's realistic to automate today.
Licensing and Disclosure Rules for AI Imagery in Fashion Marketing
AI-generated imagery raises real questions about licensing, model rights, and disclosure that fashion marketing teams need a policy for, not just a case-by-case decision.
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