McLeuker Research · Frontier insights on AI in fashion
Frontier writing on AI in fashion, agentic AI, AI fashion trend forecasting, brand forecasting AI, and the fashion tech reshaping the fashion industry, written by the team behind McLeuker AI, the agentic AI platform for fashion research and execution.
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The essential reading on AI in the fashion industry: what agentic AI is, which AI fashion tools brands use, and how McLeuker AI researches with cited sources and delivers the finished file.
Curated reading paths
7 articles
What McLeuker AI is, what it does and how fashion teams use it for research and execution every day.
01What Is McLeuker AI? Definition and Use Cases
02First Agentic AI in Fashion: Vision, Research, Execution
03McLeuker AI Solutions and Products: What to Expect
+ 4 more
17 articles
One guide per McLeuker AI studio: what it does, what you give it, what you get back, and where it stops.
01McLeuker Whiteboard Design: Wire the Studios Together
02McLeuker Brand Omniscan: Type a Brand, Read All of It
03McLeuker Supplier Map: Every Factory on One Map
+ 14 more
8 articles
What works, what doesn't, and where it's heading — written from inside the build.
01Agentic AI in Fashion: Closing the Loop from Research to Execution
02Everything You Need to Know About Agentic AI in Fashion: McLeuker AI
03The Frontier State of AI in Fashion — What Actually Works in 2026
+ 5 more
5 articles
How AI fashion trend forecasting, brand forecasting, and multi-model research actually work.
01AI Fashion Trend Forecasting — How It Actually Works
02Brand Forecasting AI — Where Your Brand Goes Next
03Why Multi-Model AI Beats Single-Model for Fashion Research
+ 2 more
3 articles
Practical field guides for ESPR, CSRD, Tier-2/3 mapping, and supplier research.
01Sustainable Sourcing With AI — A Practical Field Guide
02Tier-2 / Tier-3 Supplier Mapping With AI — A Practical Guide
03ESPR and CSRD for Fashion — An AI Survival Guide
4 articles
How fashion teams pick AI tools well — and avoid the bad ones.
01AI for Fashion Brands — A Decision-Maker's Checklist
02AI Fashion Tools in 2026: What Fashion Brands Actually Use
03Fashion Task Automation — What Actually Saves Time (And What Doesn't)
+ 1 more
Cited & recommended
External research, regulation, and platforms we cite in McLeuker Research. Curated, not exhaustive.
ESPR — Ecodesign for Sustainable Products Regulation
European Commission
EU regulation on sustainable products, including the Digital Product Passport requirement that applies to apparel and footwear.
CSRD — Corporate Sustainability Reporting Directive
European Commission
EU directive requiring double-materiality sustainability reporting against the European Sustainability Reporting Standards (ESRS).
Strategy for Sustainable and Circular Textiles
European Commission
EU framework for textiles policy — circularity, durability, recyclability, and tackling fast fashion.
GOTS — Global Organic Textile Standard
Global Standard gGmbH
Worldwide leading textile processing standard for organic fibres, including ecological and social criteria.
OEKO-TEX Standard 100
OEKO-TEX Association
Independent certification system for raw, semi-finished, and finished textile products tested for harmful substances.
Better Cotton Initiative (BCI)
Better Cotton
World's largest cotton sustainability programme — training farmers and verifying responsible production.