Scale with substance.
Premium brands have the ambition of luxury and the operating reality of independents: more channels, more markets, and more regulatory load every season — with a team that is already running at capacity.
McLeuker installs the agentic AI layer alongside your existing teams — so the same headcount runs a bigger operation across product, merchandising, sourcing, marketing, market entry, brand, and customer ops.
We ship onto McLeuker AI, our proprietary multi-agent platform, or build an LLM-native stack inside your own infrastructure — full IP transfer at handover.
Built for brands that are ready to scale.
Agentic AI Across the Operation
Multi-agent workflows wired into product, merchandising, sourcing, marketing, and customer ops — tuned to the cadence of a premium brand.
EU + APAC Market Entry
Agentic market-entry playbooks for the EU and APAC — refreshable on demand, grounded in your BOM, channel mix, and brand DNA.
Eco-Design + DPP as Output
Per-garment impact, defensible claims, and ESPR-aligned DPPs generated as a by-product of design — not a parallel workstream.
Build-Partner Option
Ship onto McLeuker AI, or hire us to build your own LLM-native stack inside your infrastructure — full IP transfer at handover.
Credibility that converts.
Premium consumers are increasingly sustainability-literate. They can distinguish between genuine commitment and greenwashing — and they reward brands that lead with transparency. But credibility requires more than messaging; it requires infrastructure.
We help premium brands build that infrastructure: Digital Product Passports that provide verifiable transparency, ecodesign frameworks that reduce lifecycle impact, and sustainability narratives grounded in measurable progress rather than aspiration alone.
The result is a brand that scales with credibility intact — and a compliance posture that opens doors in every market you enter.
Agentic AI Strategy
The consulting engagement that puts agentic AI inside your operation — diagnostic, design, deployment, retained partnership.
AI for Fashion
Agentic AI across product, merchandising, sourcing, marketing, and customer ops — sized to a premium operating model.
AI for Sustainability
Eco-design, claims, DPP, disclosure — installed as one operating discipline that survives every regulatory cycle.
AI for Market Entry
Structured EU and APAC market-entry playbooks — regulatory mapping, brand localisation, channel mix, all refreshable on demand.
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
Ready to scale your brand?
Book a consultation to discuss how agentic AI fits your premium brand — sourcing, sustainability, market entry, brand strategy.