NVIDIA NemoClaw Stack Provides Secure Single Command AI Agent Deployment and Hybrid Local Cloud Processing Using Nemotron Models and OpenShell Runtime
NVIDIA introduced the NemoClaw™ stack at GTC 2026 as a dedicated toolset for building OpenClaw agent systems. Developers and enthusiasts can now use a single command to deploy autonomous AI agents which they call "claws" through this release. The stack creates a secure environment for agent based software by connecting NVIDIA Nemotron™ models with OpenShell™ runtime to protect both data privacy and system security.
NemoClaw exists to simplify the process of developing self improving AI systems by eliminating all necessary infrastructure. Users can use the NVIDIA Agent Toolkit to create their complete environment with a single installation process. NVIDIA OpenShell serves as a runtime component for this stack which generates secure isolated operational environments. The environment allows agents to complete their tasks because they have necessary access but it restricts their movements through specific security and network and privacy protection measures.
NemoClaw enables AI agents to operate through its implementation of both local and cloud based systems. The privacy router manages the hybrid approach through its dedicated routing system.
Local Processing: Agents can run Nemotron models locally on dedicated hardware to ensure maximum data sovereignty. The privacy router permits agents to access cloud based frontier models which operate under tight security controls for their more complicated tasks.
The autonomous assistants use this combination to acquire new abilities through continuous learning while keeping user data confidential. The system operates on compatible hardware while delivering continuous performance to all users.
NemoClaw is designed to deliver peak performance in computer systems which operate full time. It is designed to run 24/7 on several NVIDIA platforms
- Personal Systems: Dedicated NVIDIA GeForce RTX™ laptops and PCs.
- Professional Workstations: NVIDIA RTX™ PRO powered systems.
- Enterprise AI: NVIDIA DGX Station™ and DGX Spark™ AI supercomputers.
NVIDIA founder Jensen Huang and OpenClaw creator Peter Steinberger emphasized that this launch marks a shift toward a world where everyone possesses their own proactive AI agents. The NemoClaw stack functions as an "operating system" which establishes user trust in agents for both personal and business applications.
NVIDIA will conduct a build a claw event from March 16 to March 19 for GTC 2026 attendees. Attendees can gain hands on experience customizing and deploying their own proactive AI assistants using the NemoClaw stack on local RTX hardware.
