About
I specialize in system-level design and product thinking for AI-powered, enterprise software, particularly in zero-to-one contexts where there is no clear precedent. I help teams decide what should exist at all. I translate ambiguity into priorities, workflows, and system behaviors that enable adoption, reduce risk, and scale across complex customer environments.