NVIDIA has introduced the NemoClaw stack for the OpenClaw platform, and it focuses on making autonomous AI agents safer, easier to install, and more reliable for everyday use while keeping performance strong across both local and cloud systems.
NVIDIA shared the announcement during GTC 2026, where CEO Jensen Huang described OpenClaw as “the operating system for personal AI” and called this shift “the beginning of a new renaissance in software,” while the company positioned NemoClaw as the missing layer that brings control, security, and scale to these fast-growing AI agents.
NemoClaw actually does this
NemoClaw simplifies the entire setup process, so users can install NVIDIA Nemotron models and the OpenShell runtime using a single command, and this approach removes complexity while giving users access to powerful AI agents that can run tasks without constant input.
At the same time, NVIDIA integrates its Agent Toolkit to optimize performance and adds an isolated sandbox through OpenShell, which protects user data and ensures agents operate within defined security rules.
The launch comes as OpenClaw usage rises quickly, especially in China where users install autonomous agents that handle emails, bookings, and coding tasks, and this rapid growth has already triggered security concerns after users granted deep system access to unverified tools.
NemoClaw addresses this problem directly by enforcing policy-based controls, network restrictions, and privacy guardrails, which help users run these agents without exposing sensitive data.
NemoClaw supports both local and cloud-based models, so users can run NVIDIA Nemotron locally on their systems while also connecting to advanced cloud models through a privacy router, and this setup allows agents to learn new skills and complete tasks while staying within defined boundaries.
Always-on AI assistants
NVIDIA designed NemoClaw to support always-on agents, and it runs on systems like RTX PCs, workstations, and DGX platforms, which ensures these AI assistants stay active, build tools, and complete tasks around the clock without interruption.
As Peter Steinberger noted, “OpenClaw brings people closer to AI,” and with NemoClaw in place, users now have the tools and safeguards to build powerful AI assistants that remain secure and under control.
