McLeuker Research · Curated series
What works, what doesn't, and where it's heading — written from inside the build.
4 long-form articles · ~36 min total reading
Frontier · 9 min read
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.

Frontier · 9 min read
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.

Frontier · 9 min read
Generic AI sees the web. Fashion-domain AI sees fashion. The difference is everywhere — data sources, prompting, evaluation, output format. Why specialisation is winning.

Inside · 9 min read
An honest look at how McLeuker AI is built — the agentic architecture, the multi-model routing, the fashion-specific data layer. Written for fashion teams who want to know what's actually under the hood.

Other series
4 articles
AI Fashion Research Fundamentals
How AI fashion trend forecasting, brand forecasting, and multi-model research actually work.
3 articles
Sustainable Sourcing With AI
Practical field guides for ESPR, CSRD, Tier-2/3 mapping, and supplier research.
3 articles
Evaluation & Decision Making
How fashion teams pick AI tools well — and avoid the bad ones.