AI can accelerate product development, but speed alone does not create better outcomes. The biggest gains come from establishing clear ownership, shared context, and stronger decisions before development begins. By integrating AI across Ideation, Discovery, Design, Development, Launch, and Learn, teams can reduce rework, surface risks earlier, and move promising ideas forward with greater confidence—while keeping human judgment and accountability at the center of the process.

As the founder of Product Science Group, my mission is to bring the science of high-growth product management to teams everywhere. I’m committed to helping innovators discover the strongest product opportunities and build skills that lead to market success. Here is my biography.