Segments · Fashion brands
The range gets decided either way.
Every season the calendar forces a decision on assortment, price and buy depth. The only question is whether it is made against evidence or against the last time.
The shape of the day, not the pitch.
A brand between fifty and eight hundred million runs a full product calendar with a team sized for half of it. Design, merchandising, sourcing and production each hold part of the picture and none holds all of it, so the range is argued in meetings from spreadsheets that were current a fortnight ago. The work that would settle those arguments - competitor pricing, sell-through by attribute, landed cost by scenario - is exactly the work nobody has three days to do in the week it would change the outcome.
5 of the twelve, in the order they pay here.
Not all twelve, and not the same order as any other segment. The argument for each position is below it.
- 01Merchandising & Retail Ops
Deployment · Deploy
First because the range decision is the one that compounds. Every downstream cost - fabric commitments, factory slots, markdown - is set by choices made in line review, and that is where the evidence is thinnest.
- 02Product & Production Agents
Deployment · Deploy
Second because a decided range still has to become a spec a factory can build. This is where the calendar actually slips, and it slips silently.
- 03Research & Intelligence
Deployment · Deploy
Third rather than first, which is the reverse of how most brands buy. Research that arrives after the buy is content; research that arrives during line review is a decision input.
- 04Brand-Coded Creative
Deployment · Deploy
Fourth. Campaign and lookbook volume is a real cost, but it is downstream of the range - producing imagery faster for the wrong assortment is not a saving.
- 05Agent Opportunity Diagnostic
Foundation · Diagnose
Listed last and often bought first. A team this size cannot run four workstreams at once, so the honest first engagement is a ranked map of which one pays.
The team is the constraint, not the technology
At this scale nobody has a spare head to run a pilot. An agent that needs a person to babysit it has not saved anything, it has moved the work. Every workflow we install has to survive the week it ships into - which is why the first engagement usually installs one, not four.
Deploy.
Thirty days onto McLeuker AI, then retained
Because the platform already knows the fashion domain. Thirty days loads your operation onto it rather than spending twelve weeks rebuilding what exists.
Fashion brands, on McLeuker AI.
The consultancy installs the layer; the platform is where your team runs it afterwards. This is the same segment described from the product side, and it is where an engagement here ships to.
Open it on McLeuker AI ↗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.
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McLeuker AI
The agentic AI platform we built and run for fashion brands. Your engagement ships onto it, loaded with your brand context.
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Is this your operation?
Four weeks, fixed fee, and a ranked map of what is worth automating in it — including what is not.