How to Stop Building Products Nobody Wants

Continuous discovery transforms product development by replacing speculative, idea-first roadmaps with structured, customer-centric feedback loops. Product management expert Teresa Torres emphasizes that effective discovery requires moving beyond superficial customer interviews—which often trigger confirmation bias—toward collecting specific stories about past behaviors. The "Opportunity Solution Tree" serves as a vital framework to align teams on customer needs before committing to solutions, preventing the common pitfall of building features that lack market demand. By integrating AI into this process, teams can now scale qualitative analysis and receive personalized coaching on interview techniques. This approach leverages AI not just to automate tasks, but to raise the ceiling for expert performance by providing rigorous, evidence-based feedback loops that ensure product decisions remain grounded in actual user needs rather than internal assumptions.