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Responsible AI in the boardroom: What separates the 5% from the 95%

May 27, 2026

In this keynote moment from Diligent Elevate 2026, Noelle Russell, founder and chief AI officer of the AI Leadership Institute, argues that AI has crossed a line for boards — from an emerging technology question to a fiduciary one.

Drawing on more than two decades in AI leadership roles at AWS, Microsoft, IBM and Amazon Alexa, she sets out why 95% of enterprise AI pilots fail to deliver value, what the 5% that succeed are doing differently and what trust in AI actually requires from the boardroom, not just the engineering team.

This perspective is for directors, CEOs and GRC leaders setting AI oversight from the top, at the moment AI moves from pilot to scale.

Key takeaways

  • Why 95% of AI pilots fail — and the single variable that separates them from the 5% that succeed
  • The orchestration challenge every leader now faces in the AI era, and what it asks of boards
  • What trust in AI actually looks like in practice beyond the technology layer

Read the deep dive: Responsible AI in the boardroom

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