Amazon built a transaction infrastructure before it scaled. Most enterprises deploying AI today are scaling before the infrastructure exists. Seventy percent of firms have deployed AI; more than eighty percent report no measurable impact. That's not a technology failure, it's a governance failure. The enterprise that can't see what its AI is consuming and producing can't measure value, can't survive discovery, and can't compound on the other side of the gap it's operating in.

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