Enterprise AI Governance, Sovereignty, Economics & Agent Proliferation

Enterprise adoption is shifting toward workflow redesign, embedded agents, evaluation, observability, and control-plane governance. Survey evidence indicates a major adoption-control gap: 89% report daily AI use while only 59% report formal governance; a new Pigment-sponsored survey says 83% of finance leaders exceeded consumption-based AI budgets and that AI increased reporting complexity. Political and utility decisions may determine 67.4 GW of planned capacity and more than $2 trillion in investment, while independent evidence of production outcomes and ROI remains weak.