Why AI Rollouts Collapse: Governance Is the Architecture, Not the Algorithm

Every few months, a household-name company becomes the cautionary tale of the moment: a celebrated AI program that quietly turns into a liability. The model performed beautifully in the lab. The demo dazzled the board. Yet within a year, the rollout produced biased decisions, regulatory inquiries, runaway cloud costs, or a customer experience that somehow […]