From pilots to proof

This was the week AI accountability became unavoidable

AI moved from promise to proof. At Davos, leaders stopped counting pilots and started demanding impact. Budgets are holding. Returns are not. In this episode, Magnus Oxenwaldt breaks down what that shift means for AI roadmaps in 2026.

For leaders driving AI transformation, the gap between AI spend and measurable impact defines 2026 

Davos signalled a shift, and other key takeaways:  

  • AI budgets are stable. Measurable impact is not. The gap is now the core challenge. 
  • Centralised AI centres of excellence deliver significantly higher returns than ad hoc deployments. 
  • The AI tooling market is fragmenting. Best-of-breed matters more than vendor loyalty. 
  • Vendor incentives are changing. Governance models need to keep up. 

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Future Bytes is your go-to podcast for practical insights on AI. Hosted by digital transformation and AI expert Magnus Oxenwaldt, each episode offers deep-dive guest interviews or weekly AI news, delivered in concise 5 – 10 minute episodes.

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Magnus Oxenwaldt
Magnus Oxenwaldt VP Group AI