#Germany #AI Optimization #Nuremberg #Embedded World #Nota AI

Nota AI Showcases On-Device AI Solutions at Embedded World 2026

Nota AI is making waves in the AI optimization landscape by showcasing its innovative solutions at Embedded World 2026, scheduled for March 10-12 in Nuremberg, Germany. The event is known for bringing together industry leaders from around the globe, including approximately 1,000 exhibitors and over 30,000 professionals, ranging from semiconductor giants to software developers.

As the demand for efficient AI applications grows, Nota AI stands out by offering a full lifecycle approach to on-device AI, from optimization to real-world deployment. Their focus is on empowering industries by providing optimized AI models that can operate seamlessly across diverse hardware platforms. At the core of Nota AI's strategy is its proprietary model optimization platform, NetsPresso®, which allows semiconductor companies to quickly enhance the performance of high-powered AI models tailored to their chips.

Major Innovations and Collaboration

At Embedded World, Nota AI will exhibit live demonstrations of their lightweight and optimized AI models, showcasing how these advancements can be integrated into popular devices. Some of the exciting highlights include real-time performances of large language models (LLMs) and computer vision models running on Qualcomm and Arm hardware. A dedicated Device Farm exhibit will allow attendees to explore over 100 hardware platforms optimized using Nota AI's technology, illustrating the company's extensive experience in this arena.

The collaborations with industry leaders like Samsung have further solidified Nota AI's reputation. Their AI optimization technology plays a critical role in enabling mobile on-device capabilities for Samsung’s Exynos 2600 chip, demonstrating the performance that can be achieved through effective model lightweighting. Additionally, ongoing collaborations with Qualcomm and Arm emphasize Nota AI's commitment to driving innovation in the AI optimization field.

Practical Applications in Safety and Security

Nota AI is not just about theoretical models; their applications extend directly into crucial real-world situations. The company will showcase its Nota Vision Agent (NVA), a video analytics solution capable of enhancing safety monitoring, security measures, and smart city operations. These solutions highlight practical uses of AI in everyday environments, with live instances of selective video monitoring and intelligent transportation systems poised to impress attendees.

Moreover, Nota AI's recent achievements in research will also take the stage. Accepted papers at prominent conferences, such as ICLR 2026 and AAAI 2026, will delve into improving the efficiency and reliability of vision-language models (VLMs). These studies emphasize the continuous evolution of Nota AI’s technologies and their applications in broader physical AI ecosystems, which go beyond just theoretical models.

Future Insights and Engagement Opportunities

Attendees will also have the chance to engage directly with Nota AI’s leadership. Tae-Ho Kim, the CTO and Co-Founder, will host mini-sessions at the booth. These presentations will dive into the company's strategies for lightweight AI model deployment and real-life use cases, providing insights into the unique advantages of Nota AI’s systems. The sessions will offer valuable takeaways for professionals interested in understanding how to efficiently run AI models on edge devices—a necessity in an increasingly technology-driven world.

Myungsu Chae, the CEO of Nota AI, expresses confidence in the journey ahead: "Nota AI has continuously advanced lightweighting and optimization technologies that enable AI models to run efficiently across more than 100 types of hardware without being limited to a single device architecture. Through Embedded World, we look forward to sharing how our technologies operate across diverse global hardware environments and how they are being applied in real industrial settings."

For those interested in exploring these groundbreaking innovations, Nota AI is offering complimentary visitor passes for Embedded World to pre-registered attendees, representing an excellent opportunity to witness the future of on-device AI firsthand.

With its ambitious vision and solid technological foundation, Nota AI is positioned to disrupt the AI landscape as it showcases its technologies at one of the most significant events in the embedded systems industry.