Google Cloud Next 2026's most significant announcements weren't new models or hardware, but governance and control tools for AI agents. Google introduced Knowledge Catalog, agent monitoring via Gemini Enterprise, Workspace audit controls, and agentic security features — all aimed at making agents manageable in production. Industry data underscores the urgency: only 11% of agentic AI use cases reached production last year, 40%+ of projects are predicted to be canceled by 2027, and 35% of organizations admit they couldn't quickly shut down a rogue agent. The real challenge isn't building clever agents — it's identity, permissions, data quality, audit trails, and governance. The author argues that the agentic enterprise will only become real when it embraces boring enterprise software discipline over autonomous magic.
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