Most AI Failures Are Not Technical. They’re Organizational.
Most AI failures aren’t technical — they’re organizational. Despite strong models and mature infrastructure, 74% of companies fail to capture value from AI. The common breakdowns are lack of ownership, poor workflow integration, and no financial accountability. The organizations that win treat AI as a production system — with one owner, one measurable outcome, and tight operational integration.