#10 (EN): Cloud and AI FinOps

Cloud and AI FinOps


In this English episode, Daniel and Nova discuss why Cloud and AI
are changing the cost logic of IT leadership: unlimited technical
capacity now meets limited budgets, and the old planning and
governance processes no longer fit.


Topics in this episode:


- Why Cloud and AI require a shift from capacity monitoring to
consumption monitoring


- What FinOps really means beyond dashboards and tooling


- Why Product Owners need real cost ownership and usable unit
economics


- How AI can support FinOps through anomaly detection,
natural-language analysis, tagging support, and rightsizing
recommendations


- Why AI itself becomes a new cost driver through subscriptions,
tokens, API usage, and agents


- How token costs, model routing, context size, output length,
and self-hosted models affect AI budgets


- Why Shadow AI is both a financial and compliance risk


- How continuous forecasting can replace annual budget rituals


- Why AI costs often arrive on top before efficiency gains become
measurable


- Daniel’s personal FinOps lessons from enterprise Cloud and his
own private AI setup


Me, Myself & IT Leadership – the podcast for IT leaders
navigating technology, strategy, and humanity.