
From Promise to Proof: What Enterprise AI Must Deliver in 2026
From Promise to Proof: What Enterprise AI Must Deliver in 2026
Enterprise AI is failing not because the ambition was wrong, but because without shared meaning, governance, and ownership of context, “talk to your data” never moved beyond demos to trusted, scalable business outcomes—and 2026 is the inflection point where trust, semantics, and control will decide who wins.
January 29, 2026
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