AI governance infrastructure

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.