Enterprise AI Fails Due to Non-Technical Causes

Seventy percent of enterprise AI initiatives fail, and 54% of C-suite executives say AI adoption is actively disrupting their organizations. Despite the industry's focus on model architecture, context windows, and inference costs, the failures are not clustering around bad technology choices. The core problems lie elsewhere, suggesting that organizations are misdiagnosing what drives AI success and failure.