McLeuker Research · Topic
Task Automation
End-to-end fashion task automation that ships deliverables.
7 articles on McLeuker Research
The Frontier State of AI in Fashion — What Actually Works in 2026
Half the AI tools the fashion industry tried in 2024 didn't survive. Here's what's left, what's working, and what's coming next — from the team building agentic AI for fashion full-time.
Agentic AI Fashion: Beyond the Chatbot
Most fashion AI is a chatbot with a fashion logo. Agentic AI is different — it plans, acts, and ships deliverables. Here's what that actually looks like in production.
Sustainable Sourcing With AI — A Practical Field Guide
ESPR is here. CSRD reporting is mandatory. GOTS, OEKO-TEX, BCI, GRS — the certification stack keeps growing. AI sourcing tools that actually help, and the ones that don't.
Why Multi-Model AI Beats Single-Model for Fashion Research
One model can't do everything. The fashion teams getting the most out of AI are the ones running multiple specialised models behind a single interface.
Fashion Task Automation — What Actually Saves Time (And What Doesn't)
Fashion task automation platforms promise to compress weeks of work into minutes. Some deliver. Many don't. Here's the workflow-by-workflow breakdown of what works.
ESPR and CSRD for Fashion — An AI Survival Guide
ESPR digital product passports. CSRD double-materiality reporting. The compliance load got heavy fast. What AI can do, what it can't, and a practical workflow for both.
AI for Fashion Brands — A Decision-Maker's Checklist
If you're a creative director, brand strategist, or fashion executive evaluating AI tools, here's the practical checklist. What to ask, what to ignore, what to test.
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