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Industry Analysis

AI in the fashion industry — what's changing and why.

19 articles on McLeuker Research

Leading AI in Fashion Tech: McLeuker AI
Strategy
9 min readOct 1, 2026

Leading AI in Fashion Tech: McLeuker AI

McLeuker AI is a leading AI in fashion tech: an agentic AI platform for fashion research and execution that turns cited research into finished decks, tech packs, supplier maps and campaigns.

What Is a Fashion Intelligence Platform? AI Fashion Research, Explained
Guide
8 min readOct 1, 2026

What Is a Fashion Intelligence Platform? AI Fashion Research, Explained

A fashion intelligence platform turns runway, retail, pricing and social signals into evidence. How AI fashion research works, how it differs from ChatGPT and trend subscriptions, and what to look for.

How McLeuker AI Leads Fashion Research and Execution
Strategy
8 min readSep 24, 2026

How McLeuker AI Leads Fashion Research and Execution

Why McLeuker AI leads fashion research and execution: cited evidence, finished files, fashion-native depth and trust that enterprise teams can verify.

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. Why a platform built natively for the industry beats a general-purpose tool pointed at fashion as one vertical among many.

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.

AI in Fashion Industry — How Intelligence Beats Intuition (Without Killing It)
Industry
8 min readApr 22, 2026

AI in Fashion Industry — How Intelligence Beats Intuition (Without Killing It)

Fashion has always run on instinct. AI didn't replace instinct — it gave instinct evidence. Here's what's changing across trend forecasting, sourcing, and brand strategy.

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.

AI Fashion Trend Forecasting — How It Actually Works
Technology
8 min readApr 8, 2026

AI Fashion Trend Forecasting — How It Actually Works

Behind the dashboards: what fashion trend analysis AI actually looks like under the hood, why most of it is unreliable, and what separates a real forecast from a pretty visualisation.

Brand Forecasting AI — Where Your Brand Goes Next
Strategy
9 min readApr 1, 2026

Brand Forecasting AI — Where Your Brand Goes Next

AI-driven brand forecasting isn't a crystal ball. It's a structured way to see what's already moving in your competitive landscape — before your strategy meeting catches up.

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.

SS26 Fashion Week Intelligence — What the AI Caught (And What It Missed)
Trends
10 min readFeb 25, 2026

SS26 Fashion Week Intelligence — What the AI Caught (And What It Missed)

Our fashion trend analysis AI processed 4,200+ looks across NYFW, LFW, MFW, and PFW for SS26. Here are the silhouette, color, and material signals — with honest notes on confidence.

Why Fashion Needs Its Own AI Stack (Not Generic Chatbots)
Frontier
9 min readFeb 12, 2026

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.

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.

How McLeuker AI Helps Mid-Sized Fashion Brands Scale Creative Work
Industry Analysis
8 min readMay 6, 2026

How McLeuker AI Helps Mid-Sized Fashion Brands Scale Creative Work

Mid-sized fashion brands are under pressure to deliver luxury-house quality with a fraction of the resources. AI gives them the leverage to close the gap — faster turnarounds, deeper research, and consistent execution across every collection, without scaling headcount.

From Research to a Finished Deck: The AI Research-to-PowerPoint Workflow
Playbook
9 min readJul 11, 2026

From Research to a Finished Deck: The AI Research-to-PowerPoint Workflow

The workflow from a research question to a structured, cited, genuinely editable PowerPoint — real shapes and charts, not flat images — and why editability and sources matter.

Manus vs ChatGPT Agent vs Claude: How Autonomous AI Agents Actually Differ in 2026
Analysis
10 min readJul 8, 2026

Manus vs ChatGPT Agent vs Claude: How Autonomous AI Agents Actually Differ in 2026

An honest, informed comparison of how Manus, ChatGPT Agent, and Claude differ as autonomous agents — autonomy model, tool use, deliverables, and specialization.

McLeuker Deep Research: Cited Fashion Research Reports
Product Guide
6 min readSep 24, 2026

McLeuker Deep Research: Cited Fashion Research Reports

Deep Research turns a fashion question into a cited report you can edit, researched live from several angles, with concrete claims checked against two sources.

McLeuker Reports: Editable PowerPoint, Excel, Word and PDF
Product Guide
6 min readSep 24, 2026

McLeuker Reports: Editable PowerPoint, Excel, Word and PDF

Reports turns a brief into the finished file: a PowerPoint with native charts, an Excel model with live formulas, a Word document or a PDF, researched and cited.

McLeuker Survey: Test a Question on the Fashion Value Chain
Product Guide
6 min readSep 24, 2026

McLeuker Survey: Test a Question on the Fashion Value Chain

Survey puts a questionnaire to a synthetic panel of fashion-industry personas across supply, brand, retail, demand, capital and media, and shows where the chain splits.

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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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