Executive Summary
Enterprise AI is moving to operating judgment: decisions that affect how AI is deployed and leveraged, not whether it will be used. The constraints now sit in inference economics; hybrid architecture; decision rights; institutional knowledge; cybersecurity; and the ability to reallocate money, people, and strategies while the market is changing faster than the annual planning cycle.
