The AI design trap: Why shipping faster isn’t enough

**Episode web page**: https://bit.ly/4cqygzK **Episode summary**:  In this episode of Insights Unlocked, host Jason Giles talks with Roger Wong, former Head of Design at BuildOps and an independent design consultant whose career spans Apple, Microsoft, Samsung, and startups, about what AI is (and isn’t) changing about product design.  Roger says that while AI can dramatically accelerate how teams research, prototype, and build, the fundamentals remain the same: understand the customer, solve the right problem, and use strong judgment to turn insights into better outcomes. Drawing on his work at BuildOps, Roger shares how his team stays close to commercial contractors and field technicians to uncover problems AI alone can’t see. He describes how observing technicians in their real working environments led to an AI-powered visit summaries feature that lets technicians dictate notes after a job, reducing the burden of typing after a long day in the field. The lesson: customers may not be asking for AI—they want reliable products that solve real problems, and trust has to be earned before teams introduce more ambitious AI experiences. Roger and Jason also explore how AI is reshaping the design process itself. Faster prototyping can tighten customer feedback loops and improve collaboration with engineers, but generating more output doesn’t necessarily create a better product. Roger discusses why teams need to measure outcomes rather than velocity, why people must take ownership of AI-generated work, and why craft, empathy, systems thinking, and judgment are becoming even more important as AI tools become widely available. The conversation closes with a challenge for design and product leaders: treat AI as a new design material and experiment with it firsthand without abandoning the foundational skills that make great designers great. Roger also raises an emerging concern for the profession—how junior designers will develop those skills and judgment if AI increasingly takes over the “grunt work” that traditionally helped early-career designers learn their craft. You’ll learn - Why faster product development doesn’t necessarily lead to better customer outcomes - How firsthand customer research can uncover AI opportunities teams might otherwise miss - Why trust starts with reliability—not flashy AI features - How AI is accelerating prototyping and tightening customer feedback loops - Why teams need human ownership and judgment over AI-generated work - What skills Roger looks for in designers as AI tools become ubiquitous - Why design leaders should treat AI as a new material and experiment with it themselves - How AI could reshape the way the next generation of designers develops its craft **Resources and links** - Roger Wong on LinkedIn (https://www.linkedin.com/in/rogerwong/ ) - RogerWong.me (http://RogerWong.me ) - Roger Wong’s Substack newsletter (https://newsletter.rogerwong.me/ ) - Jason Giles on LinkedIn (https://www.linkedin.com/in/jaygiles/ ) - Learn more about Insights Unlocked at UserTesting.com/podcast