AI product delivery
Taking conversational and agentic AI from prototype to production scale.
Program delivery & Agentic AI
I’m a Technical Product & Program Manager with over 20 years of experience turning ambiguous, early-stage ideas into launched, scaled products across AI, eCommerce, and enterprise platforms.
Right now I lead AI Shopping and Agentic AI initiatives. I write here about AI product delivery, program management, and the practical craft of building things that actually ship.

Taking conversational and agentic AI from prototype to production scale.
Multi-team orchestration, dependency management, and executive governance.
Roadmaps and quality strategies that hold up once real users arrive.
I’m always glad to talk about AI delivery and the messy middle of shipping products.