[KongchangAI]
Expired50% confidencePredictionExact time

AI is moving from a narrative-driven phase to a value-validation phase, with enterprises beginning to cut proof-of-concept (PoC) projects and demanding verifiable value commitments from vendors.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/12/2026
First Seen
Valid until: 10/10/2026(expired)

Sources

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