AI Enterprise Implosion 2026-2031
- Only 20% of AI pilots scale vs. consensus 70%+ adoption
- AI write-offs exceed $500B as data silos and governance fail
- Enterprises defer 25% of AI budgets amid regulatory crackdowns
- Talent shortages and skill erosion halt productivity gains
About this Frame: A Frame is a way to think about how the world could unfold — not a prediction.
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Frama helps you stay oriented as the world moves — so you can act deliberately, or confidently do nothing.