AI is reshaping product development faster than most organizations can even rethink how they work—and that gap sits at the heart of this conversation with product design guru Jeff Gothelf. Lou and Jeff explore why proven methods like Agile and OKRs so often become “process theater” instead of real change, and what it actually takes to shift organizations from output-driven cultures to outcome-driven ones.

Jeff explains that most transformations fail because incentives still reward shipping outputs, not creating real value. Meaningful change tends to emerge only in pockets led by leaders willing to experiment and treat ways of working as something to test and evolve.

They also explore how AI is shifting risk upstream—from engineering to vision, validation, and decisionmaking—making design and research more critical than ever. Along the way, they reflect on consulting as organizational therapy, the need to prove design’s value in the AI era, and why companies that relentlessly embrace new technology are best positioned to endure.