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Practical insights from European enterprise leaders

Interviews with executives at Philips, BBVA, Mirakl, Scout24, Jetbrains and Scania converged on a shared reality for leaders: scaling AI is less about “rolling out AI” and more about building the conditions where people trust it, adopt it, and improve it over time.

The organizations pulling ahead aren’t simply moving faster. They’re moving more deliberately—treating AI as an operating layer and leadership discipline grounded in workflow design, governance that enables speed, and proof that holds up under production pressure.

1) Culture before tooling

The fastest path to adoption wasn’t a technical rollout—it was building literacy, confidence, and permission to experiment safely.

2) Governance as an enabler…

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