AI lightweighting and optimization company Nota said on March 9 it will participate in Embedded World 2026, to be held in Nuremberg, Germany, from March 10 to 12.

At the exhibition, Nota will showcase the entire process from AI model lightweighting to deployment at industrial sites through its in-house AI model optimization platform NetsPresso. Nota said it has lightweighted more than 40 AI models including small language models (SLM), large language models (LLM) and vision-language models (VLM), and has experience applying them directly to more than 100 devices.

Key references will also be unveiled. Nota recently signed a contract to supply AI optimization technology for Samsung Electronics' Exynos 2600, and has continued technical cooperation with global chipmakers including Qualcomm and Arm. At the venue, visitors can see demos of computer vision (CV) models and large language models (LLM) running in real time on this hardware. A Device Farm that brings together key hardware optimized over 10 years will also be exhibited.

Commercial use cases will also be demonstrated, including selective monitoring, intelligent transportation systems (ITS) and industrial safety monitoring through its video monitoring solution Nota Vision Agent (NVA). It will also introduce research results related to vision-language models (VLM) selected for ICLR 2026 and the Foundation Model Workshop at AAAI 2026.

During the event, Nota Chief Technology Officer Taeho Kim (김태호) will hold a mini-session at the booth to present AI lightweighting and optimization strategies and real-world application cases.

Nota CEO Myungsoo Chae (채명수) said, "Through this Embedded World, we will share Nota's technology directly as it is implemented across various global hardware environments and applied at industrial sites."