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PODCAST | AI Automation Depends on Trusted Data Ecosystems: Insights from Qlik and Deloitte

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Written by: CDO Magazine

Updated 12:00 PM UTC, May 11, 2026

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What actually determines whether enterprise AI succeeds?

According to former Qlik CEO Mike Capone, it’s no longer the models.

It’s the harder work underneath:

  • Trusted data foundations
  • Governance and lineage
  • System alignment
  • Operational trust
  • Decision intelligence at scale

In conversation with Dr. Adita Karkera of Deloitte, Capone explains why organizations moving toward automation and agentic AI must rethink how they operationalize trust across enterprise systems.

The discussion also explores:

  • Why many AI initiatives fail to produce measurable outcomes
  • Why “walled garden” AI ecosystems break down
  • Why enterprises may already be closer to agentic AI than they think
  • Why rebuilding entire AI stacks can become expensive and risky

A timely discussion on where enterprise AI is actually headed and what leaders may be underestimating.

Listen now.

 

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