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DevOps Sauna from Eficode · Jul 17, 2026

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

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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.

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