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

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

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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Episoder(236)

When AI Becomes an Organization: Agent Swarms & the Future of Work

When AI Becomes an Organization: Agent Swarms & the Future of Work

Send us Fan Mail What happens when AI stops being a single assistant and starts operating as an entire organization? In this episode of the DevOps Sauna, Pinja Kujala is joined by Sebastian Sonntag fr...

25 Sep 26min

Your competition is going to production in 5 minutes

Your competition is going to production in 5 minutes

Send us Fan Mail What if the journey from idea to production took five minutes? Eficode CTO Marko Klemetti joins Pinja Kujala to explore the “five-minute loop”: a new way of thinking about software de...

11 Sep 33min

How much sovereignty do you need? Sovereign cloud, EU regulations and the cost of control

How much sovereignty do you need? Sovereign cloud, EU regulations and the cost of control

Send us Fan Mail How sovereign does your cloud actually need to be? In this episode of DevOps Sauna, Pinja Kujala and Kalle Sirkesalo unpack the different levels of digital sovereignty, from basic EU...

28 Aug 27min

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

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

Send us Fan Mail 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....

14 Aug 37min

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

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

Send us Fan Mail 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 spen...

31 Jul 28min

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

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

Send us Fan Mail 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 embra...

3 Jul 35min

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

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

Send us Fan Mail 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 exp...

19 Jun 31min

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