From AI experimentation to operational advantage
Many teams are experimenting with AI. Few are turning it into a real, measurable advantage.
In this whitepaper, we share a practical leadership framework to move from pilots to performance.
You’ll learn how to:
  • Define outcomes before choosing tools
  • Select high-leverage use cases (and avoid fragile ones)
  • Apply the trust equation: frequency of error × cost of error
  • Build governance and human-in-the-loop workflows
  • Scale AI without scaling risk
This is about intentional adoption, not hype.
👉 Head to the Classroom and read it. Then pick one use case and evaluate it this week using the trust lens.
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Jasper van Puffelen López
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From AI experimentation to operational advantage
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