Most product and design leaders aren’t confused about whether AI matters. They’re stuck on where to start, what’s actually worth the effort and how to bring a skeptical team along without blowing up a culture years in the making. The pressure is real. The roadmap most often isn’t.
With more than 20 years of transformation at Fortune 100 firms like GE, Fidelity, Bank of America, TIAA and Marsh McLennan the pattern is consistent: the technology is rarely the hard part; change management is. Most AI implementations fail because they were designed around tools, not those expected to use them. Building around people instead changes the dynamic, the outcome and helps keep teams together.
The result: teams become more productive, not redundant. You get faster delivery cycles, measurable ROI and teams that are more confident in their futures, not worried about them. And the evidence of AI advantage that leadership is looking for.