I provide consultancy on rolling out production grade AI workflows and agents in your business to drive revenue, profitability or any other KPI you care about. I started working in engineering and analytics 15 years ago, moved into leading commercial roles, and now manage product strategy for a fashion marketplace. That mix is my edge: I know the playbook for commercial success and how to turn it into products that run in production. My work ranges from improving the P&L to shipping agents into high-stakes workflows with human oversight built in. I also coach commercial teams to build their own automations, so the impact outlasts any single project.