Own the commercial number end to end: range architecture, pricing, margin, open-to-buy, vendor terms and sell-through across stores and e-commerce.

Agentic extraction of specs, pricing and ratings from nine regional retail sources, turned into buyer-grade datasheets with price-ladder visualisation.

Design and ship working AI systems for retail: agentic workflows, MCP automation pipelines, retail knowledge graphs and LLM reporting. Not AI usage, AI engineering.

Market entry from zero: vendor onboarding, assortment and pricing strategy, in-store placement and marketing activation, through to category leadership.