Agentic AI, installed inside fashion.
LLM and agentic AI consulting for fashion — from the team that built and runs McLeuker AI. We put it to work inside your operation in thirty days.
One company. Two front doors.
We are not advisers who read about agentic AI. We designed, built and operate McLeuker AI - a multi-agent platform for fashion, running in production. That is where the consulting comes from: every recommendation is something we have already had to make work.
McLeuker
LLM and agentic AI expertise for fashion. We diagnose where agents belong in your operation, design the workflow, and install it alongside your team.
mcleuker.com
McLeuker AI
The agentic AI platform we built and run for fashion brands. Your engagement ships onto it, loaded with your brand context.
mcleukerai.com
Twelve layers. Three doors.
LLM and agentic AI expertise for fashion. We diagnose where agents belong in your operation, design the workflow, and install it alongside your team.
Four weeks, fixed fee
Diagnose
A ranked map of what is worth automating, and what is not. You can stop here.
Thirty days onto McLeuker AI, then retained
Deploy
Your operation loaded onto agents that already know the fashion domain.
Twelve weeks and up, in your infrastructure, IP transferred
Build
The architecture that runs McLeuker AI, constructed inside your own stack.
- Agent Opportunity DiagnosticFoundation
- Fashion Context LayerFoundation
- Agent OrchestrationFoundation
- LLM-Native Platform BuildFoundation
- Research & IntelligenceDeployment
- Brand-Coded CreativeDeployment
- Product & Production AgentsDeployment
- Sourcing & Supply ChainDeployment
- Merchandising & Retail OpsDeployment
- Agentic Commerce & DiscoveryFrontier
- AI Governance & ComplianceFrontier
- Agent Enablement & AcademyFrontier
Know it. Create it. Produce it.
The agentic AI platform we built and run for fashion brands. Your engagement ships onto it, loaded with your brand context. The engagement installs it; the studio is where your team runs it afterwards.
Know · Trend forecasting
Know what is coming before the market does.
Which way an attribute is moving, how fast, and how much room is left.
Know · Competitor tracking
See the move while it still matters.
What a named competitor actually did - price, assortment, ownership, people.
Know · Market research
Answer the market question in an afternoon.
How big a market is, who it is made of, and what rules govern it.
Create · Campaigns and lookbooks
A season of imagery from one brief.
Campaign, lookbook, moodboard and try-on - from a sentence.
Produce · Sourcing and suppliers
Find the factory. Verify the certificate.
AI-powered fashion sourcing across mills, factories, certifications.
Produce · Tech packs and production
Get to a spec a factory can build.
Tech packs, grading, trims, QC and the T&A - in the factory's language.
Produce · Retail operations
Stop re-keying the same product.
Fashion task automation - the platform does the work.
Produce · End-to-end projects
One brief in. A finished file out.
Agentic AI fashion - autonomous, multi-step, shippable.
Thirty days, start to operating.
Diagnose
Two to four weeks with your sourcing, product and commercial leads. We map where agentic AI changes the economics.
Design
Which agents, which tools, which data, which guardrails — sized to your team and your governance bar.
Deploy
Ship onto McLeuker AI with your brand context loaded and your PLM, ERP and PIM wired in.
Operate
Retained partnership. Monthly working sessions, continuous platform updates, a partner alongside your team.
Every frame here is McLeuker AI output.
Hire the consultancy. Operate the platform.
Thirty minutes. We walk through where agentic AI fits in your operation, and what your team would be running from inside McLeuker AI.