NVIDIA and Google Cloud have teamed up to bring agentic AI capabilities to businesses, providing secure access to advanced AI models through the integration of NVIDIA Blackwell and Google Distributed Cloud platforms.
- Collaboration between NVIDIA and Google Cloud brings agentic AI into the enterprise landscape
- NVIDIA Blackwell platform integrated into Google Distributed Cloud allows for secure handling of sensitive data
- Google Cloud offers tools for optimizing deployment and ensuring security and observability of agentic AI workloads
NVIDIA and Google Cloud Team Up for Agentic AI
In a move that’s stirring excitement in the tech world, NVIDIA has joined forces with Google Cloud to bring agentic AI into the enterprise landscape. This collaboration is all about helping businesses harness the power of the Google Gemini family of AI models right from their own local setups. How? By leveraging the nVidia Blackwell HGX and DGX platforms, along with the robust security features of NVIDIA Confidential Computing.
Imagine being able to keep sensitive data—like patient records, financial transactions, or classified government information—secure while still reaping the benefits of advanced AI. With the NVIDIA Blackwell platform integrated into Google Distributed Cloud, companies can meet stringent regulatory requirements and data sovereignty laws by controlling access to their most sensitive information. As Sachin Gupta, VP and General Manager of Infrastructure and Solutions at Google Cloud, puts it, “By bringing our Gemini models on premises with NVIDIA Blackwell’s breakthrough performance and confidential computing capabilities, we’re enabling enterprises to unlock the full potential of agentic AI.” It’s a game-changer for innovation without sacrificing performance or ease of operation.
Confidential Computing for Peace of Mind
Let’s dive deeper into what this means for businesses. With NVIDIA Confidential Computing, enterprises can rest easy knowing that their interactions with the Gemini models—like user prompts and fine-tuning data—are locked down tight. Unauthorized access? Not on their watch. This dual-layer protection ensures that businesses can innovate freely while keeping their data private and secure. It’s about empowering companies to push the envelope without worrying about security breaches.
The Rise of AI Agents in Business
So, what’s the big deal about agentic AI? Unlike traditional AI models that simply analyze data or generate responses based on past learning, agentic AI systems are capable of reasoning, adapting, and making decisions in real-time. Picture this: in an IT support scenario, while a conventional AI might pull up troubleshooting guides, an agentic AI can actually diagnose issues, implement fixes, and escalate complex problems—all on its own.
In the finance sector, the difference is even more pronounced. A traditional model might flag suspicious transactions based on historical patterns, but an agentic AI can investigate anomalies and take action before fraud occurs—like blocking a transaction or adjusting detection rules on the fly. This is where the future of AI in business is headed, and it’s exciting to think about the possibilities.
Navigating the On-Premises Challenge
However, not everyone has been able to tap into these advanced capabilities, especially those with strict security and data sovereignty needs. That’s where this partnership shines. Google Cloud is stepping up as one of the first cloud service providers to offer confidential computing for agentic AI workloads across various environments—be it cloud or hybrid setups. With the power of the NVIDIA HGX B200 platform, equipped with Blackwell GPUs, customers can safeguard their AI models and data while achieving remarkable performance and energy efficiency.
Ensuring Security and Observability
Scaling agentic AI in real-world applications isn’t just about performance; it’s also about ensuring reliability and compliance. To that end, Google Cloud has launched a new GKE Inference Gateway designed to optimize the deployment of AI inference workloads. This tool, which integrates seamlessly with NVIDIA Triton Inference Server and NVIDIA NeMo Guardrails, brings intelligent load balancing to the table, enhancing performance while keeping costs in check. Plus, it centralizes model security and governance—essential for any enterprise looking to innovate responsibly.
Looking ahead, Google Cloud is committed to boosting observability for agentic AI workloads. They’re integrating NVIDIA Dynamo, an open-source library that’s built to serve and scale reasoning AI models across AI factories. If you’re curious to learn more, be sure to check out NVIDIA’s special address at Google Cloud Next, where you can catch sessions, demos, and engage with NVIDIA experts.
In the ever-evolving world of technology, this partnership between NVIDIA and Google Cloud is paving the way for a future where businesses can innovate securely and effectively. Are you ready to embrace the power of agentic AI?

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Background Information
About Google:
Google, founded by Larry Page and Sergey Brin in 1998, is a multinational technology company known for its internet-related services and products. Initially for its search engine, Google has since expanded into various domains including online advertising, cloud computing, software development, and hardware devices. With its innovative approach, Google has introduced influential products such as Google Search, Android OS, Google Maps, and Google Drive. The company's commitment to research and development has led to advancements in artificial intelligence and machine learning.Latest Articles about Google
About nVidia:
NVIDIA has firmly established itself as a leader in the realm of client computing, continuously pushing the boundaries of innovation in graphics and AI technologies. With a deep commitment to enhancing user experiences, NVIDIA's client computing business focuses on delivering solutions that power everything from gaming and creative workloads to enterprise applications. for its GeForce graphics cards, the company has redefined high-performance gaming, setting industry standards for realistic visuals, fluid frame rates, and immersive experiences. Complementing its gaming expertise, NVIDIA's Quadro and NVIDIA RTX graphics cards cater to professionals in design, content creation, and scientific fields, enabling real-time ray tracing and AI-driven workflows that elevate productivity and creativity to unprecedented heights. By seamlessly integrating graphics, AI, and software, NVIDIA continues to shape the landscape of client computing, fostering innovation and immersive interactions in a rapidly evolving digital world.Latest Articles about nVidia
Technology Explained
Blackwell: Blackwell is an AI computing architecture designed to supercharge tasks like training large language models. These powerful GPUs boast features like a next-gen Transformer Engine and support for lower-precision calculations, enabling them to handle complex AI workloads significantly faster and more efficiently than before. While aimed at data centers, the innovations within Blackwell are expected to influence consumer graphics cards as well
Latest Articles about Blackwell
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