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Episode

AI maturity at scale: Increasing the AI ROI from the perspective of private equity

Podcast
DevOps Sauna from Eficode
Published
Jul 17, 2026
Duration seconds
1644
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Canonical source
https://www.buzzsprout.com/2246063/episodes/19491654-ai-maturity-at-scale-increasing-the-ai-roi-from-the-perspective-of-private-equity.mp3
Audio
https://www.buzzsprout.com/2246063/episodes/19491654-ai-maturity-at-scale-increasing-the-ai-roi-from-the-perspective-of-private-equity.mp3
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Summary

Send us Fan Mail Pinja Kujala and Kalle Sirkesalo discuss AI maturity through the lens of private equity, exploring how portfolio companies can benchmark AI adoption, measure DevOps ROI, improve feedback loops, and move beyond tool usage toward real organizational maturity.