Google Cloud packs agents, TPUs, and data fabric into Next '26
Google Cloud introduced the Gemini Enterprise Agent Platform, a new suite for building and managing AI agents, and the Gemini Enterprise app, which enables no-code creation of AI agents for business workflows. These developments were announced alongside new eighth-generation TPUs (8t and 8i) designed for AI workloads, and the Virgo Network for high-speed data transfer. The offerings are intended to facilitate the deployment and scaling of AI applications across various industries.
Key Takeaways
- Gemini Enterprise Agent Platform is described as an end-to-end workspace to build, govern, and scale AI agents.
- The platform includes direct access to Gemini 3.1 Pro, Gemini 3.1 Flash Image, Lyria 3, and Anthropic’s Claude Opus 4.7.
- Agent Studio lets developers and business users build and test agents using natural language.
- The Gemini Enterprise app adds a no-code Agent Designer, long-running agents in secure cloud sandboxes, and an Agent Inbox for monitoring and management.
- TPU 8t is built for training; TPU 8i is optimized for inference and is said to deliver 80% better performance per dollar.
- Google unveiled the Virgo Network for megascale data-center fabric and said Managed Lustre can move 10 terabytes of data per second.
Why It Matters
Google is moving from model access toward a fuller stack for building, running, and managing AI agents. The launch pairs agent tooling with custom compute, networking, storage, and data organization, which matters because the company is trying to make AI workloads deployable at scale rather than as isolated demos. For streaming and media teams, the relevant signal is how quickly these tools move from announcement to customer deployments across workflows that touch search, support, and content operations. Watch for adoption of Gemini Enterprise, TPU 8i availability, and any reference to the Virgo Network or Managed Lustre in production workloads.
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