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Why Digital Transformations Fail: The Why, How & What of Real Change

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Why do so many transformations fail? In this episode of the DevOps Sauna, Jess Fraser-Darling joins Pinja Kujala to explore the why, how, and what of successful organizational change. They discuss leadership, measurable outcomes, employee agency, in...


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The cost of intelligence: AI FinOps and the future of AI spending

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AI costs can change fast, especially when tokens, premium models, and agentic workflows enter the picture. In this episode, Pinja Kujala and Henri Terho discuss AI FinOps, why AI spending is harder to predict than cloud costs, and how organizations ...


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

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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 m...


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The new product organization: How AI changes teams, not just software

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Software is becoming cheaper to build, but customer value is becoming harder to create. Henri Hämäläinen explains why organizations must evolve beyond traditional structures and embrace a new model centered around Explore, Engineer, and Evolve to fu...


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When code is cheap, what becomes valuable? The new human advantage in the AI era

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As AI makes writing code faster, cheaper, and more accessible than ever, the real question is no longer how quickly we can build, but what truly creates value. In this episode, we explore how software development is changing when c...


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