Agentic AI is transforming software from simple prompt-response systems into autonomous entities capable of planning, tool invocation, and continuous operation. This evolution introduces significant security challenges, as autonomous agents expand the attack surface across memory, skills, and execution environments. Traditional stateless security models are no longer sufficient to manage the risks associated with persistent AI identity and dynamic tool execution.
To address these risks, NVIDIA and TrendAI have integrated NVIDIA OpenShell with TrendAI Vision One. This collaboration provides a layered security architecture that includes governance, dynamic behavioral analysis, and real-time policy enforcement throughout the agent lifecycle. By combining sandboxed execution with global threat intelligence, enterprises can safely deploy autonomous agents while maintaining visibility and control over complex AI-driven workflows.
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