Solutions
Twelve layers of the stack we install.
McLeuker AI sells outcomes. This is the other half: the layers that have to exist underneath one before it works. Every capability here is something we build inside your operation, not something we present.
Three doors. Pick before you pick a capability.
They are different commitments, not different sizes of the same one. Which door you are walking through changes what every capability below actually costs you, so the shape, the duration and the price sit together here rather than a page away.
Diagnose
Four weeks, fixed fee
A ranked map of what is worth automating, and what is not. You can stop here.
Price on application
1 capability
Deploy
Thirty days onto McLeuker AI, then retained
Your operation loaded onto agents that already know the fashion domain.
Price on application
8 capabilities
Build
Twelve weeks and up, in your infrastructure, IP transferred
The architecture that runs McLeuker AI, constructed inside your own stack.
Price on application
3 capabilities
Grouped by how deep in the stack it sits.
Foundation4
The layers everything else stands on. Without these, agent pilots stall at the demo.
Deployment5
Agents doing the work, inside the operation, in the function that owns the outcome.
Frontier3
Where the ground is still moving. Judgement matters more than enthusiasm here.
Foundation·Diagnose
Agent Opportunity Diagnostic
Four weeks. A ranked map of the workflows worth automating, and the ones that aren't.
Foundation·Build
Fashion Context Layer
PLM, ERP, PIM, DAM and the range plan - turned into something an agent can actually read.
Foundation·Build
Agent Orchestration
Single think-act-observe-ship loop, multi-model routing, parallel dispatch, self-verification.
Foundation·Build
LLM-Native Platform Build
For houses that will not put brand data on anyone's platform. Built inside your infrastructure.
Deployment·Deploy
Research & Intelligence
Trend, competitor, market and consumer research as a loop your team runs - not a report someone delivers.
Deployment·Deploy
Brand-Coded Creative
Campaign, lookbook, moodboard and try-on - in your look, not a generic one.
Deployment·Deploy
Product & Production Agents
Tech packs, grading, trims, QC and the T&A - in the factory's language.
Deployment·Deploy
Sourcing & Supply Chain
Mills, factories, certifications, MOQs, landed cost and tariff scenarios - researched, not remembered.
Deployment·Deploy
Merchandising & Retail Ops
Assortment gaps, price architecture, competitive audits and sell-through - from live retail, not last quarter's export.
Frontier·Deploy
Agentic Commerce & Discovery
UCP, ACP, AP2 and MCP - catalogue readiness for the surfaces where discovery now happens.
Frontier·Deploy
AI Governance & Compliance
EU AI Act, content provenance and DPP-ready product data - as an architecture problem, not a policy document.
Frontier·Deploy
Agent Enablement & Academy
Training, prompt libraries, evaluation harnesses and internal champions.
Start with the diagnostic.
Four weeks, fixed fee, and a ranked map of what is worth automating in your operation - including what is not.