What I Work On

My work focuses on how organizations turn advances in AI into measurable business outcomes. I start by understanding the business, the journeys and decisions that shape performance, and the economic consequences of improving them. From there, I work across AI strategy and adoption, domain-led opportunity discovery, AI economics, and solution design to connect the strongest opportunities with a credible path to production.