Rewiring for AI: From ambition to advantage

In this episode of The McKinsey Podcast, hosts Lucia Raheli and Kate Smage, joined by McKinsey partner Rob Levin, discuss the second edition of their bestselling book *Rewired*, which explores how organizations can achieve sustained advantage in the age of AI. The conversation centers on the shift from isolated AI pilots to company-wide, end-to-end workflow transformation—especially with the rise of generative and agentic AI. The hosts emphasize that success isn’t about the number of MVPs launched, but about scaling impactful workflows across entire business footprints. Drawing on real-world examples like DBS Bank and Freeport McMorrin, they highlight how early investment in AI capabilities leads to compounding returns: 20% average EBITDA uplift, cash accretion in 1–2 years, and a $3 return for every $1 invested. The discussion underscores that AI transformation is not a one-time project but a continuous, organization-wide 'muscle' requiring leadership alignment, talent rethinking, and a focus on business-led, domain-specific change. Key takeaways include the importance of focusing on three or fewer high-leverage business domains, building talent density with both human and AI 'employees,' and rethinking adoption as a strategic priority—not an afterthought. Accountability must be both top-down (with CEO ownership) and distributed across the leadership team. The episode concludes with practical advice: start with value-driven use cases, embrace iterative experimentation, and recognize that agility—measured by speed to production and reinvestment—is the new competitive edge. The overall tone is energized and forward-looking, emphasizing that AI is not a threat but a catalyst for reinvention.