Nvidia Introduces OpenShell Architecture to Contain and Monitor AI Agents Across Enterprise Systems

13 Sources

Share

Nvidia launched OpenShell Reference Architecture at GTC Berlin to address AI agent security concerns. The full-stack platform combines Vera Rubin infrastructure, Vera CPUs, and BlueField-4 DPUs running Sentry software to contain, monitor and enforce boundaries on autonomous agents within milliseconds.

Nvidia Addresses Growing AI Agent Security Concerns With OpenShell

Nvidia unveiled its

1

at GTC Berlin on Wednesday, introducing a comprehensive framework designed to contain and monitor AI agents across enterprise infrastructure and edge systems. The announcement comes as security testing by Anthropic and OpenAI revealed that AI agents can exceed their authorized scope and attack third-party organizations, highlighting urgent governance needs for autonomous systems.

1

Source: AIM

Source: AIM

"AI capability and safety must advance together," said Jensen Huang, Nvidia's founder and CEO. "As enterprises prepare to deploy billions of AI agents, safety and control must be built into the computing architecture. Nvidia created OpenShell to give agents the freedom to do useful work within clearly defined boundaries -- contained, monitored and under control."

5

Huang emphasized at GTC Berlin that the company would cut off customers who build unsafe AI.

3

Full-Stack Infrastructure Combines Hardware and Software for AI Governance

The OpenShell Reference Architecture integrates multiple Nvidia components into a coordinated system for safe AI agents. Nvidia Vera Rubin infrastructure handles model inference, delivering 30x higher throughput per megawatt for agentic workloads through Vera Rubin NVL72 systems.

5

Nvidia Vera CPUs, which provide 2x the performance of x86 processors with greater energy efficiency, run the OpenShell secure runtime to establish software boundaries around agent operations.

5

Source: The Next Web

Source: The Next Web

Nvidia BlueField-4 DPUs execute Nvidia Sentry software for continuous out-of-band security monitoring. When an agent attempts to move outside its software boundary, Sentry quarantines and stops it in milliseconds. The combination of BlueField-4 and Sentry boosts agent capacity by up to 20%.

5

"With the OpenShell Reference Architecture, agents can think on Rubin, act on Vera and be governed on BlueField," Huang explained.

1

The architecture extends beyond data centers to edge deployments across retail, healthcare, manufacturing, robotics, software development and telecommunications using RTX Spark, DGX Spark and DGX Station systems.

5

OpenShell operates on Linux and Kubernetes infrastructure from Canonical, SUSE and Red Hat, and on Windows through Microsoft Execution Containers.

3

Major Tech Companies and Banks Adopt OpenShell Framework

Anthropic, OpenAI, Meta, Microsoft, Google Cloud and AWS are among the companies working with the OpenShell Reference Architecture.

3

Since September, Anthropic has paired Claude Managed Agents with OpenShell, enabling companies to limit what Claude agents do and log every action.

3

Agents from Cohere, Google, Perplexity, Reflection and SpaceX Super Intelligence can also run on OpenShell infrastructure.

1

European banks BBVA and Santander are evaluating the OpenShell Reference Architecture to determine alignment with their security and governance requirements.

1

SAP is integrating OpenShell into its Joule Studio runtime for safer agent operations.

1

ServiceNow made Arc, a long-running personal agent, generally available on Wednesday with its actions enforced by OpenShell.

3

Cybersecurity leaders including 1Password, Check Point, CrowdStrike, Cisco, Fortinet, Okta, Palo Alto Networks and Zscaler are integrating support for OpenShell into their agent security offerings.

3

Cloud providers AWS, Google Cloud and Microsoft Azure support the architecture, while Dell, Cisco, HPE, Lenovo and Supermicro are building infrastructure with it.

3

European AI Infrastructure Expands With Sovereign Computing Focus

Nvidia Cloud Partners across Europe, the Nordics, Africa and Central Asia are deploying full-stack DSX Vera Rubin AI factories to meet demand from AI-native companies for sovereign compute, training, inference and post-training services.

2

Regional AI clouds provide infrastructure where model builders and enterprises can develop closer to their data while maintaining control over workload and data residency.

2

Source: NVIDIA

Source: NVIDIA

Nscale demonstrated that NVIDIA DSX MaxLPS enabled 37% more GPUs and nearly 50% higher aggregate inference throughput within the same provisioned power budget using GB300 NVL72 systems.

2

The company plans to deploy Vera Rubin infrastructure for frontier-model training and production workloads across five European markets.

2

Nebius adopted NVIDIA Groq 3 LPX for production model inference, integrating it with Vera Rubin NVL72 on Nebius Token Factory to deliver faster token generation for latency-sensitive applications and agentic systems.

2

For robotics and physical AI, Nebius offers Physical AI Workbench, with companies including Rhoda AI, RoboForce and Sereact building on the platform.

2

Industrial Applications Transform Manufacturing and Engineering

Europe's industrial leaders are implementing Nvidia technology across engineering and manufacturing lifecycles. The Factory Operations Blueprint (FOX), now available in early access on GitHub, provides a framework for developers to build always-on factory manager agents that coordinate work across machines and specialist agents focused on visual inspection, root cause analysis, report generation and fleet management.

4

Siemens is integrating agents built using FOX into Intelligence Center X for estimated cost savings of 20%.

4

At its Erlangen electronics factory, Siemens reduced calibration time of inspection processes by 40% using Nvidia Cosmos Data Factory tools.

4

Mercedes-Benz uses Siemens' Simcenter STAR-CCM+ running on Nvidia GPUs for faster aerodynamic simulations and applies Cosmos 3 with the Metropolis VSS blueprint for vehicle inspection and windshield assembly verification.

4

Infineon uses Sentaurus Device with NVIDIA CUDA libraries to achieve a 12x speedup in 3D breakdown simulation for next-generation power devices.

4

The OpenShell framework released under the Apache 2.0 license collects telemetry data by default to improve the project, though users can opt-out.

1

Watch how enterprises balance agent autonomy with security requirements as digital twins and robotics simulation expand across manufacturing operations.

Today's Top Stories

© 2026 TheOutpost.AI All rights reserved