Case Studies

Agentic AI shipped inside fashion businesses.

How McLeuker has put agentic AI inside the operating model of fashion brands — luxury, premium, and emerging — across product, sourcing, market entry, brand, and sustainability.

Success Stories
Market Entry

European Luxury Maison

Challenge

Entering mainland China without diluting brand positioning or violating evolving cosmetic and textile import regulations.

Solution

End-to-end go-to-market strategy spanning NMPA registration, WeChat Mini-Program build, and Tmall Global flagship launch.

Results
  • +42% brand awareness in target demographics within 6 months
  • Full regulatory clearance in 14 weeks
  • 12 KOL partnerships activated
Sustainability

Premium Italian Label

Challenge

Achieving CSRD-compliant reporting across a multi-tier Mediterranean supply chain with limited traceability.

Solution

Deployed materiality matrix, supplier audit programme, and double-materiality reporting framework aligned with ESRS standards.

Results
  • CSRD-ready report delivered 3 months ahead of deadline
  • 87% supply-chain data coverage achieved
  • ESG rating upgraded from C to A-
Compliance

French Haute Couture House

Challenge

Meeting AGEC Law extended-producer-responsibility obligations while scaling DTC e-commerce across the EU.

Solution

Mapped all SKUs against AGEC & ESPR requirements, implemented Digital Product Passport prototypes, and registered with eco-organism Refashion.

Results
  • 100% AGEC compliance across 1,200+ SKUs
  • Zero regulatory penalties since launch
  • DPP pilot completed for SS25 collection
Market Entry

Scandinavian Outdoor Brand

Challenge

Launching in the French premium outdoor segment against entrenched competitors with strong local loyalty.

Solution

Competitive intelligence audit, concept-store placement strategy, and French press activation campaign targeting alpine and urban lifestyle media.

Results
  • 18 retail doors secured in first season
  • €2.4M wholesale revenue in Year 1
  • Featured in Vogue France & L'Officiel
Market Entry

Chinese Contemporary Designer

Challenge

Breaking into European wholesale and establishing credibility with Parisian concept stores and showrooms.

Solution

Brand localisation for EU market, Paris Fashion Week showroom strategy, and compliance mapping for French labelling and textile regulations.

Results
  • Secured 8 European stockists in first season
  • Paris showroom appointments up 300%
  • Full EU textile-labelling compliance
Sustainability

Heritage British Leather-Goods House

Challenge

Preparing for the EU Ecodesign for Sustainable Products Regulation while maintaining artisanal production methods.

Solution

Circularity assessment, repair-programme design, and lifecycle-analysis framework that respects heritage craft while meeting ESPR durability benchmarks.

Results
  • Repair programme launched — 40% customer uptake
  • Product lifespan extended by avg. 3.2 years
  • Ecodesign readiness score: 92/100
Collective Impact

Numbers that speak for themselves

40+
Brands supported
98%
Compliance success rate
€120M+
Client revenue influenced
12
Markets activated
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 running in production for fashion brands. 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.

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

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