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McLeuker Research · Curated series

The Frontier of AI in Fashion

What works, what doesn't, and where it's heading — written from inside the build.

5 long-form articles · ~42 min total reading

01
01Frontier

Frontier · 9 min read

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.

The Frontier State of AI in Fashion — What Actually Works in 2026
02
02Frontier

Frontier · 9 min read

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.

Agentic AI Fashion: Beyond the Chatbot
03
03Frontier

Frontier · 9 min read

Why Fashion Needs Its Own AI Stack (Not Generic Chatbots)

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

Why Fashion Needs Its Own AI Stack (Not Generic Chatbots)
04
04Inside

Inside · 9 min read

Inside McLeuker AI — How We Build Fashion-Domain Agentic AI

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.

Inside McLeuker AI — How We Build Fashion-Domain Agentic AI
05
05Image & Video

Image & Video · 6 min read

Why Your Fashion Images and Video Deserve Better Than Generic AI?

Why AI in fashion built for the industry beats every generic AI fashion tool.

Why Your Fashion Images and Video Deserve Better Than Generic AI?

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