From Pilot Fatigue to Production Reality Enterprise AI has crossed a threshold. Gartner forecasts that 40% of enterprise applications will embed task-specific AI agents by end of 2026, up from under 5% in 2025. That is not incremental adoption, it is a structural reconfiguration of how enterprises orchestrate work. The transition from isolated generative AI experiments to production-grade, multi-agent architectures is no longer a roadmap item. It is happening now, unevenly, and largely ahead of the governance frameworks designed to contain it. The numbers are unambiguous about the asymmetry. Only 8% of organisations globally have a comprehensive AI governance framework, while 88% are actively using AI across business functions. That…