At GTC 2026, Nvidia CEO Jensen Huang unveiled the Agent Toolkit, an open-source platform for building autonomous AI agents. The announcement was accompanied by commitments from 17 major enterprise software companies, including Adobe, Salesforce, SAP, ServiceNow, Siemens, CrowdStrike, and Atlassian, to build their next generation of AI products on Nvidia’s shared foundation.
The Agent Toolkit: A Complete Enterprise AI Stack
The toolkit provides everything needed to deploy autonomous AI agents inside organizations: language models, runtimes, security frameworks, and optimization libraries. It includes Nemotron, a family of open models optimized for agentic reasoning; AI-Q, an open blueprint for agents to perceive, reason, and act on enterprise knowledge; OpenShell, an open-source runtime enforcing policy-based security; and cuOpt, an optimization skill library.
The AI-Q component addresses a persistent enterprise AI pain point: cost. Its hybrid architecture routes complex orchestration tasks to frontier models while delegating research tasks to Nemotron’s open models, which Nvidia says can cut query costs by more than 50 percent while maintaining top-tier accuracy.
Enterprise Adoption: Who Signed On and Why
Adobe announced a strategic partnership to adopt Agent Toolkit software as the foundation for running hybrid, long-running creativity, productivity, and marketing agents. Shantanu Narayen, Adobe’s CEO, said the companies will bring together Firefly models, CUDA libraries, and Agent Toolkit to deliver high-quality, controllable and enterprise-grade AI workflows.
Salesforce is working with Agent Toolkit to enable customers to build, customize, and deploy AI agents using Agentforce for service, sales, and marketing. The collaboration introduces a reference architecture where employees can use Slack as the primary conversational interface and orchestration layer for AI agents.
SAP, whose software underpins the financial and operational systems of most Global 2000 companies, is using Agent Toolkit through Joule Studio on SAP Business Technology Platform, enabling customers and partners to design agents tailored to their specific business needs.
Specialized Industry Applications
The impact extends beyond horizontal productivity software into specialized verticals. In semiconductor design, Cadence leverages Agent Toolkit with ChipStack AI SuperAgent for design and verification, while Siemens launches its Fuse EDA AI Agent to autonomously orchestrate workflows across its electronic design portfolio.
In healthcare, IQVIA is integrating Nemotron and Agent Toolkit with IQVIA.ai, a unified agentic AI platform. The company has already deployed more than 150 agents across internal teams and client environments, including 19 of the top 20 pharmaceutical companies.
The Open-Source Gambit
Nvidia’s open-source approach to Agent Toolkit is less an act of generosity than a carefully constructed competitive moat. The models are open, but they are optimized for Nvidia’s CUDA libraries, the proprietary software layer that has locked developers into Nvidia GPUs for two decades.
The strategy mirrors Google’s approach to Android: give away the operating system to ensure the entire mobile ecosystem generates demand for your core services. Nvidia is giving away the agent operating system to ensure the entire enterprise AI ecosystem generates demand for its core product, the GPU.
The Nemotron Coalition
Nvidia also announced the Nemotron Coalition, a global collaboration of model builders including Mistral AI, Cursor, LangChain, Perplexity, and Thinking Machines Lab. The coalition’s first project will be a base model co-developed by Mistral AI and Nvidia, trained on Nvidia DGX Cloud, that will underpin the upcoming Nemotron 4 family.
Looking Ahead
For all the ambition on display, several realities temper the narrative. Many partner disclosures use carefully hedged language that should not be confused with production systems. The gap between a GTC keynote demonstration and an enterprise-grade rollout remains substantial.
Nevertheless, Nvidia has positioned itself as the tollbooth at the entrance to enterprise AI agents, open to all, owned by one. As Huang put it: The enterprise software industry will evolve into specialized agentic platforms, and the IT industry is on the brink of its next great expansion.