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The Agentic Reckoning: Enterprise AI organizations have a runtime problem, not a model problem — and most are building the wrong solution (opens original article in a new tab)

TL;DR

Enterprise AI organizations face a runtime problem rather than a model problem, with most building the wrong solution, according to VentureBeat's Pulse Research in Q1 2026.

  • 43% of enterprises have a central team owning AI governance.
  • 23% couldn't agree on who owns AI governance.
  • The 'Governance Mirage' refers to the gap between governance org charts and actual control layers.

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