Korean companies build agent security and models with NVIDIA

Hyundai Motor Group is exploring NVIDIA NemoClaw blueprints and the NVIDIA OpenShell runtime to support secure AI agents for employee productivity and enterprise workflows. OpenShell, a component of the NVIDIA Open Agent Safety Platform, provides sandboxed execution and policy-based controls to protect sensitive data, manage access to enterprise tools and govern autonomous actions.

Korean AI security company AIM Intelligence is integrating its Starfort agent control platform with OpenShell. The integration aims to combine runtime access controls with detection of malicious instructions and data leakage. AIM Intelligence is also considering a preliminary proof of concept for the public energy sector, with potential applications across enterprise, industrial and robotics environments.

LG AI Research is opening application programming interface access for K-EXAONE-2.5, developed using NVIDIA Nemotron datasets, including Nemotron-Personas-Korea. That open dataset contains 7 million fully synthetic Korean personas grounded in official Korean statistics, helping model builders align training data and evaluation with Korean contexts. The broader Nemotron family includes open models, datasets and techniques for building specialized, efficient AI agents.