# NVIDIA pitches open Nemotron models as foundation for enterprise AI ownership

_Tuesday, July 14, 2026 at 4:04 PM EDT · AI, Products · Latest · Tier 2 — Notable_

![NVIDIA pitches open Nemotron models as foundation for enterprise AI ownership — Primary](https://blogs.nvidia.com/wp-content/uploads/2026/07/nemotron-labs-open-models-blog-feature-image.jpg)

NVIDIA is positioning its Nemotron family of open models as the foundation for enterprises and nations to build AI systems they fully own, control, and customize, according to a company blog post. The argument: competitive advantage increasingly comes from how organizations build with available models rather than which frontier model they select. Closed models advance general intelligence but impose a ceiling on inspection, tuning, and improvement. Open models remove that barrier, enabling private evaluation against proprietary data and reinforcement-learning environments without routing sensitive data through third parties.

The post highlights a "systems of models" approach in which high-performance reasoning models handle complex planning while smaller specialized models execute defined tasks, reducing inference cost and latency. Early adopters cited include Abridge, which is customizing Nemotron for a clinical-conversation foundation model; Glean, which built the Waldo agentic search model pairing Nemotron with larger closed models; and H Company, which post-trained Nemotron 3 Nano Omni on computer-use data to exceed 76% accuracy on the OSWorld-Verified benchmark at a fraction of frontier-model cost.

## Sources

- [NVIDIA Blog](https://blogs.nvidia.com/blog/nemotron-open-models-ai-trust-control-customize/)

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