As companies move from generative AI (gen AI) pilots to scaled efforts with measurable outcomes, many incumbents struggle to turn ambition into impact. Despite rising adoption, most gen AI initiatives fall short on ROI, highlighting the complexity and high-stakes nature of gen AI strategy.