Platform · Studios

The engagement installs it. The studio is where your team runs it.

Two axes that people hold separately: what we build inside your operation, and where your team works once it is built. This is the map between them — including the capabilities that have no studio at all, which is more interesting than it sounds.

6 of 12

These carry on inside a studio.

DeploymentResearch & IntelligenceTrend, competitor, market and consumer research as a loop your team runs - not a report someone delivers.reports ↗
DeploymentBrand-Coded CreativeCampaign, lookbook, moodboard and try-on - in your look, not a generic one.fashion-collection ↗
DeploymentProduct & Production AgentsTech packs, grading, trims, QC and the T&A - in the factory's language.fashion-collection ↗
DeploymentSourcing & Supply ChainMills, factories, certifications, MOQs, landed cost and tariff scenarios - researched, not remembered.reports ↗
DeploymentMerchandising & Retail OpsAssortment gaps, price architecture, competitive audits and sell-through - from live retail, not last quarter's export.reports ↗
FrontierAgent Enablement & AcademyTraining, prompt libraries, evaluation harnesses and internal champions.create ↗
The other 6

These have no studio, and mostly should not.

A missing counterpart is usually read as a gap. Four of these are the permanent correct answer: what they produce belongs in your infrastructure, not behind a login we control. Only one is a genuine not-yet.

FoundationAgent Opportunity Diagnostic

A diagnostic produces a ranked map and a sequenced roadmap. There is nothing to run afterwards - the output is the decision about what to build, and the studios come later, once you know which you need.

FoundationFashion Context Layer

The context layer is infrastructure inside your systems, not a surface you open. When it is working you never see it: every studio you do open is reading through it.

FoundationAgent Orchestration

Orchestration is the loop itself. On McLeuker AI it is what every studio runs on rather than a studio of its own; built inside your stack it is yours, and has no counterpart here at all.

FoundationLLM-Native Platform Build

The whole point of this track is that the result runs in your infrastructure, under your control, with the IP transferred. A counterpart on our platform would contradict what you are buying.

FrontierAgentic Commerce & Discovery

No counterpart yet, and this is the honest case the others are measured against. Agentic commerce readiness is catalogue and protocol work that lands in your own storefront and feeds - there is nothing for us to host.

FrontierAI Governance & Compliance

Governance output is documentation, provenance and structured product data inside your own stack, where an auditor can reach it. Hosting it on our platform would put your compliance evidence behind a login we control rather than one you do.

McLeuker · 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.

01The consultancyYou are here

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.

Book a consulting call

mcleuker.com

02The platform

McLeuker AI

The agentic AI platform we built and run for fashion brands. Your engagement ships onto it, loaded with your brand context.

Open McLeuker AI

mcleukerai.com

Want to see a studio running?

The platform is open. Opening it is the fastest way to understand what an engagement actually installs.