Google Cloud unveiled a universal Gemini agent on October 8, 2026, built to handle multi-day enterprise workflows across Workspace, Microsoft 365 and Slack. It takes objectives rather than instructions, delegates through sub-agents, keeps four kinds of memory, and runs each job on the best-fit model, including both the Gemini and Claude families. The Workspace agent is invoked with @Gemini and reaches Slack and Teams through MCP servers. Pichai has since said the unified agent comes first for enterprise, then consumers, addressable from Workspace, Search or Gemini. The discussion is about how far a single agent can reach into enterprise work, and now how soon it reaches consumers.