Categories grouped by operating model.
A brand is a tier, a product category and a go-to-market model at once, and each answers a different question about how agents plug in. Find the one that names your operation.
How the brand is positioned in market — luxury, premium, emerging.
Luxury Fashion
Heritage maisons. Atelier sourcing, clienteling, archive activation — without diluting house codes.
Premium Brands
Contemporary premium labels at scale. Product, sourcing, sustainability, market entry — sized to premium operating budgets.
Emerging Designers
Independent and rising brands. Strategic AI infrastructure, not a chatbot — built around small teams running ambitious operations.
How the product behaves in regulation and supply — fabric, BOM, hardware, leather, age class.
Activewear & Performance
Performance claims, recycled-content traceability, PFAS phase-out, microfibre disclosure — built on testable evidence.
Denim & Casualwear
EUDR cotton, water and chemistry impact, mill and laundry intelligence, defensible craft claims.
Footwear & Sneakers
Component-level BOM, drop calendars, LWG and recycled-poly sourcing, resale-market intelligence.
Leather Goods & Accessories
LWG tannery roster, REACH and CITES compliance, clienteling, per-piece DPP.
Childrenswear & Babywear
GB 31701, OEKO-TEX, CPSIA, EN 14682 — parent-grade claim defensibility from BOM to PDP.
Outdoor & Technical
PFAS phase-out roadmap, repair networks, EPR scheme readiness, fabric-platform management.
How the brand goes to market — DTC, resale, modest-market entry.
Resale & Circular Fashion
DPP-anchored authentication, condition grading, dynamic pricing, take-back economics, AGEC and Right-to-Repair readiness.
DTC & Digital-Native
Content velocity without brand drift — PDP, ad creative, demand forecasting, lifecycle email, CAC/LTV loop.
Modest Fashion
GCC and Southeast Asia entry, Halal supply chain verification, Arabic and Bahasa localisation, Ramadan / Eid sequencing.
Whatever the industry, five practices ship.
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 running in production for fashion brands. 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
Don't see your category?
If your operating model has its own shape — bridal, eyewear, swimwear, knitwear, beauty-adjacent — we've likely served it. Send a one-line description and we'll come back with how our five practices map.