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The Great AI Scaling Challenge
Episode 24

The Great AI Scaling Challenge

The CEO AI Podcast

August 20, 20258m 20s

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Show Notes

AI is sprinting ahead—but enterprise adoption and ROI are playing catch-up. In this episode, we unpack what’s real inside large companies: why frontline usage lags managers, where pilots stall, and how leaders are closing the gap between hype and productivity. We get practical on what works: redesigning end-to-end workflows (not just adding tools), moving to a product operating model with clear KPIs, metering AI consumption (FinOps), and building trust with governance and explainability. We also hit skills, training, and the “jagged frontier” where AI helps—or hurts—performance. If you own a P&L or lead change, this is your field guide to turning AI into outcomes.