Turn AI Ambitions into Business Decisions

AI moves faster than any product roadmap, and someone still has to decide what to do about it. I help executives and product leaders make those calls: picking which AI challenges deserve investment, shaping them into business cases with first-pass financial models, and settling the hard questions with internal MVPs real people use, not demos that die after the meeting. A decade of building data products keeps the advice grounded in how the tech actually behaves.