Making complex commercial and operational systems easier to understand and run.

Operational intelligence

I connect metrics that are often reviewed separately. Forecast accuracy, actual volume, capacity, cost, seller behaviour, route design, and execution quality usually tell a more useful story together than they do independently.

Scalable execution

Analysis only matters when it changes how the organisation operates. I build planning mechanisms, workflows, tools, and cross-functional routines that help teams make better decisions consistently.

AI-enabled work

I use coding assistants and agentic workflows as an extension of operational thinking. The objective is not to automate everything, but to reduce repetitive work, improve analytical depth, create stronger documentation, and give operators more time to apply judgment.

Cross-functional leadership

My work has consistently sat between operations, product, engineering, finance, design, commercial teams, sellers, logistics providers, and senior leadership.