The Information Machine

How Businesses Are Building Specialized AI They Can Trust

NVIDIA Blog · Justin Boitano · 2026-06-23

NVIDIA launches its Agent Toolkit — combining Nemotron open models, NemoClaw blueprints, and OpenShell runtime — to give enterprises an open, modular foundation for building specialized AI agents that integrate safely into existing workflows.

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Topics: enterprise-aiai-agentsnvidiaopen-modelsagentic-systems

Claims

  • NVIDIA Agent Toolkit provides an open, modular foundation comprising models, tools, skills, and a secure runtime for building enterprise AI agents.
  • CrowdStrike is already running specialized NVIDIA-powered security agents that triage alerts with 98.5% accuracy.
  • NVIDIA's BioNeMo Toolkit enables life sciences research tasks that previously took months to be completed in days.
  • Enterprises need specialized, customizable agents rather than generic frontier models to realize AI's full value in complex workflows.

Key quotes

Agents become more useful when they can combine models, tools, skills, runtime and infrastructure in ways companies can adapt to their own workflows.
CrowdStrike is running specialized security agents that triage alerts with 98.5% accuracy.
NVIDIA Agent Toolkit — comprising models, tools, skills and a secure runtime — provides an open, modular foundation for building safer, faster, lower-cost digital AI coworkers that enterprises and developers can customize, specialize, control and trust.