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Task Automation

End-to-end fashion task automation that ships deliverables.

9 articles on McLeuker Research

Why Your Fashion Images and Video Deserve Better Than Generic AI?
Image & Video
6 min readJun 9, 2026

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 McLeuker AI Is the Best Fashion Research Platform in 2026
Frontier
11 min readMay 6, 2026

Why McLeuker AI Is the Best Fashion Research Platform in 2026

Born for fashion research. Built for you.

The Frontier State of AI in Fashion — What Actually Works in 2026
Frontier
9 min readMay 4, 2026

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
Frontier
9 min readApr 15, 2026

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
Sustainability
10 min readMar 25, 2026

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
Technology
8 min readMar 18, 2026

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)
Operations
9 min readMar 4, 2026

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
Compliance
10 min readFeb 5, 2026

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
Strategy
10 min readJan 29, 2026

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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Other topics on McLeuker Research

#ai-in-fashion#agentic-ai#trend-forecasting#brand-forecasting#sourcing#sustainability#compliance#fashion-tech

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