Accelerating Global Momentum in Edge AI Excellence

Key Highlights

🔹 Amplifying Industry Leadership on the Global Stage

🔹 Advancing the AI Ecosystem through Strategic Partnerships

🔹 Driving Edge AI Innovation with Breakthrough Research

🔹 Securing Strategic Growth with IPO Milestone

Amplifying Industry Leadership on the Global Stage

Throughout May, Nota AI significantly enhanced its global presence by participating in prominent technology exhibitions, reaffirming our role as pioneers in edge AI innovation.

🌎 Embedded Vision Summit 2025

From May 20-22 at the Santa Clara Convention Center, Nota AI showcased groundbreaking innovations under the themes ‘AI Optimization for the Edge’ and ‘Gen AI-powered Vision Intelligence’.

Central to our presence was our strategic partnership with Qualcomm, building upon the successful integration of Nota AI’s NetsPresso® platform with the Qualcomm® AI Hub. Nota AI’s CTO and Co-Founder Tae-Ho Kim, highlighted significant improvements in efficiency and scalability through this integration during Qualcomm’s Deep Dive Session, seamlessly linking these insights to impactful booth demonstrations.

Key Booth Highlights Include:

• NetsPresso Optimization Studio Official Launch: Unveiled an intuitive visual interface featuring advanced layer-wise analysis and automated quantization.
  👉 Try optimizing your models: https://netspresso.ai/
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• NetsPresso® Integration with Qualcomm AI Hub: Demonstrated seamless integration with Qualcomm AI Hub, significantly enhancing workflow efficiency and scalability.
  👉 Watch the integration in action: https://lnkd.in/gC2CBHFV

• Real-time Use Cases Powered by NetsPresso®: Showcased optimized high-performance AI models—from LLM to VLM—running smoothly across devices, clearly demonstrating our ‘Any Model to Any Device’ capability.
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• Nota Vision Agent Real-Time Demonstrations: Showcased advanced real-time analytics from our vision-language model-based video monitoring solution, providing immediate insights for critical domains such as industrial safety, smart retail, and intelligent transportation systems (ITS).
  👉 Learn More on Our Website: https://www.nota.ai/ai-solutions-notavisionagent

🌏 Computex Taipei 2025

From May 20–23 at Taipei Nangang Exhibition Center, Nota AI strategically leveraged partnerships and showcased the advanced technological capabilities of Nota Vision Agent:

• Nota AI x EverFocus Joint Demo at EverFocus VIP Day: Demonstrated Nota Vision Agent powered by NVIDIA Jetson AGX Orin, delivering immediate actionable insights tailored specifically for key sectors such as industrial safety, intelligent transportation systems (ITS), smart city surveillance.
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• Nota AI x Advantech Joint Session at ‘Edge Computing & Wise-Edge in Action’: Our Chief of Staff Sukyoung Cho presented on ‘Vision AI Software Transforms Data into Actionable Insights’.
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• Nota AI Keynote at 2025 InnoVEX Forum: Our Chief of Staff, Sukyoung Cho, delivered an influential keynote titled ‘From Edge to Insight: Deploying Intelligence with Vision Agents,’ highlighting Nota AI’s visionary role and strategic leadership in the Edge AI industry.

Advancing the AI Ecosystem through Strategic Partnerships

In May, Nota AI expanded its strategic partnerships, significantly strengthening our global leadership and reinforcing the broader adoption of cutting-edge AI technologies:

• Nota AI and DEEPX Sign MOU for Strategic Collaboration: Signed an MOU with DEEPX at Computex Taipei 2025 to combine DEEPX’s ultra-low-power AI semiconductors with Nota AI’s lightweight optimization technology, enabling high-performance, energy-efficient AI solutions for diverse global applications.
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• Nota AI and Wind River Sign Partner Program Agreement (PPA): Signed a Partner Program Agreement (PPA) with Wind River to integrate Nota AI’s NetsPresso® optimization platform with Wind River Studio Developer, enabling advanced generative AI capabilities and optimized edge AI solutions for global markets.
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• Nota AI, Gwangju City, and DEEPX Sign Trilateral MOU: Signed a trilateral MOU with Gwangju Metropolitan City and DEEPX to combine advanced AI optimization technology with regional infrastructure and ultra-low-power semiconductors, accelerating practical AI deployments in transportation and public safety sectors.

Driving Edge AI Innovation with Breakthrough Research

Nota AI continues to push the boundaries of innovation, presenting impactful research breakthroughs that significantly enhance the deployment and capabilities of edge AI:

• SplitQuant: Layer Splitting for Low-Bit Neural Network Quantization for Edge AI Devices

Presented at Edge AI Foundation Austin 2025, SplitQuant significantly enhances neural network precision and efficiency, empowering robust AI deployment on resource-constrained edge devices and driving meaningful industry impact.

👉 Read the full article on our Tech Blog: https://www.nota.ai/community/uniform-a-reuse-attention-mechanism-for-efficient-transformers-on-resource-constrained-edge-devices-p98l9
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• Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

Featured at CVPR 2025 ELVM Workshop, this innovation drastically reduces computational demands in large vision-language models, unlocking greater scalability and paving the path for wider adoption of powerful, practical AI solutions.

👉 Read the full article on our Tech Blog: https://www.nota.ai/community/where-do-llms-encode-the-knowledge-to-assess-the-ambiguity-6zjbl-xzl9k

Securing Strategic Growth with IPO Milestone

On May 22, Nota AI reached an important milestone by submitting its preliminary IPO application to the Korea Exchange (KRX) for a KOSDAQ listing. As the first AI optimization technology firm pursuing this specialized listing, Nota AI reinforces its position as an industry leader.

This IPO will secure strategic funding, enabling Nota AI to attract top industry talent, drive technological innovation, and extend our global market reach. Building on previous validations such as the 'A' ratings from NICE Information Service and Korea Technology Finance Corporation, this IPO initiative highlights Nota AI’s market strength and lays the foundation for sustained growth and continued leadership in the global edge AI market.

👉 Discover more details in the full article: https://www.prnewswire.com/news-releases/nota-ai-seeks-kosdaq-listing-as-the-first-ai-optimization-tech-startup-302463159.html