[KongchangAI]
Unverified50% confidenceOpinionExact time

The typical predicament of a POC is 'successful validation but failed rollout': the project performs well at small scale, yet cannot enter scaled procurement due to a lack of financial justification and senior backing.

1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen

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