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The Great AI Scaling Challenge

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Manage episode 501405192 series 3670555
Content provided by Gary Ambrosino. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Gary Ambrosino or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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.

  continue reading

23 episodes

Artwork
iconShare
 
Manage episode 501405192 series 3670555
Content provided by Gary Ambrosino. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Gary Ambrosino or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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.

  continue reading

23 episodes

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