Google Cloud Next 2026 Highlights

Introduction

Google Cloud Next always brings excitement around new product launches from one of the world's leading hyperscalers. But 2026 brought something perhaps more significant for enterprises: a solidified, feature-rich agent platform. While there were certainly new launches, this year's theme was the consolidation of products under Google's new agentic platform purpose built for the enterprise.

The Biggest Announcement: Gemini Enterprise Agent Platform

In their launch post, Google describes this platform as a "new, comprehensive platform to build, scale, govern, and optimize agents."  If this sounds familiar, you might be thinking about Google's Vertex AI, which had a similar tagline. Well, Vertex AI has evolved into the Gemini Enterprise Agent Platform. It's more than just a rebrand, though. There are many new services that fill out the platform's capabilities.

Let's briefly touch on a few of the new services in the platform:

• Agent Development Kit - While not entirely new, the ADK received a major upgrade, enabling network-wide sub-agent management for true multi-agent orchestration. You can define specific logic for how the agents share context and invoke one another.
• Agent Studio - One of the previous limitations to building agents was having to choose whether your agent would be a "simple" agent built with a prompt or a GUI, or a "complex" agent that used the full code environment with the ADK. Now, you can bring all your logic of an agent built in Agent Studio directly over to the ADK for further customization and optimization. This is a significant step for enterprises that often want to productionize something built by a user. These new integrations for Agent Studio make this process much easier.
• Agent Gateway - A single place to manage the data security of your agents across environments. Rather than rely on each agent enforcing its own data policies, you can manage these centrally through Agent Gateway, ensuring that everything between different environments has proper security policies applied.
• Agent Registry - Whether an agent was built by a user within your org or was added from the agent marketplace, Agent Registry allows you to track and understand your full agent ecosystem. Similar to Agent Gateway, this visibility ensures all agents within your organization follow the same security and data protection policies.
• Agent Security - Integrated into the Security Command Center, the new Agent Security dashboard allows you to visually track relationships between users and agents and scan across your agent ecosystem for vulnerabilities. It allows you to proactively identify potential security issues and understand exactly which agents require further investigation.
• Agent Simulation - Here you can run your agent in a test environment to understand its performance through simulated human interactions and ensure you optimize it prior to launch.
• Agent Evaluation - Once the agent is launched, it allows you to see its performance in real time. This isn't just about tracking the speed of AI responses; it also allows visual tracking of logic flows for debugging.

The takeaway for enterprises is that Gemini Enterprise Agent Platform is Google's new all-inclusive platform for agents and their orchestration. Google has brought together many existing services and launched a host of new ones to create this unified approach to agent creation and management.

New Product Highlights

But this wasn't the only big launch at Google Cloud Next! Here are a few other highlights:

• 8th Generation TPUs: 8t and 8i - Two new Tensor Processing Units (TPUs) were announced, this time with chips divided into training (8t) and inference (8i) specialties. The 8t advertises 3x the compute power of previous generations, with a 9,600-chip superpod that delivers 121 exoflops of compute. Meanwhile, the 8i contains numerous design innovations that provide 80% better performance per dollar for inference than the prior generation.
• Agentic Data Cloud - In addition to numerous enhancements to products like BigQuery and Spanner, which make them more capable and faster to process AI data, one of the biggest new features of the Agentic Data Cloud is the Cross-cloud Lakehouse. This product allows agents to seamlessly use data across other clouds and the data ecosystem without migrating it.
• Agentic Defense - Wiz is now fully integrated into GCP, meaning that agent security can now be handled by both Google's Threat Intelligence and Wiz's Cloud and AI Security Platform.
• Agentic Taskforce - An umbrella term used to describe the integrations that have been added between Gemini Enterprise and both Google Workspace and the Customer Experience products from Google. The direction is to clearly link back all major products to the agentic platform to maximize its capabilities.

Of course, there were many more announcements at the conference and you can read here about all 260 of them.

Conclusion

Google Cloud Next focused on launching an enterprise-agentic platform for customers to build and manage their agent ecosystems. The new umbrella service, Gemini Enterprise Agent Platform, is a massive collection of products that covers everything from building and scaling agents to orchestration and security. Google emphasized choice many times as well: choice in the models you can use and choice in how you build and host your agents and data. They have created an enterprise-grade offering that is a compelling option for companies that want to build on a secure, scalable framework and apply automation to their workflows and data.