Newsletter

From IPO Momentum to Next-Gen AI Solutions

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September 1, 2025

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5

min read

From IPO Momentum to Next-Gen AI Solutions

Key Highlights

🔹 Driving AI Sovereignty: Selection for the World Best LLM Project

🔹 IPO on Track: Filing Completed for KOSDAQ

🔹 Expanding the Edge with Our Latest Launches

🔹 ITSWC 2025: Generative AI-Powered Traffic Innovation

Driving AI Sovereignty: Selection for the World Best LLM Project

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We are thrilled to announce that Nota AI has been selected as a core technology partner in the World Best LLM Project (National AI Foundation Model Project) — one of only five elite teams chosen, and the only consortium led entirely by startups.

Our role is to apply NetsPresso®’s hardware-aware optimization capabilities to ensure that trillion-parameter foundation models can be deployed in practice—not only in the cloud, but across diverse industries and devices.

🎉 Why This Matters

  • Nota AI has been selected as one of only five teams, joining the only consortium composed entirely of startups—a testament to our distinctive technology leadership and growth potential.
  • The project aims to build Solar WBL, a world-class frontier foundation model that secures AI sovereignty, global leadership, and a sustainable ecosystem.
  • By bringing unmatched optimization expertise, Nota AI enables trillion-parameter models to deliver real value across industries such as law, finance, healthcare, and manufacturing.

IPO on Track: Filing Completed for KOSDAQ

Following the preliminary fast-track approval we shared last month, Nota AI has now submitted its securities registration statement, officially entering the next phase of its KOSDAQ IPO journey.

This milestone highlights Nota AI’s preparedness and business momentum. At a time when many IPOs are slowing down, we are moving forward on schedule, backed by a proven track record and strong market confidence.

📝 Why This Matters

  • Submitting our registration statement marks a major step forward, keeping us firmly on track for a year-end KOSDAQ listing.
  • This milestone reflects strong confidence in Nota AI’s proven business performance, with revenue growing at a CAGR of 159.7% and a technology-driven model now on a stable growth trajectory.
  • The IPO will provide resources to advance our technology, expand globally, and accelerate the adoption of AI optimization across industries.

👉 Read the full announcement

Expanding the Edge with Our Latest Launches

NVA: Korea's First Commercialized VLM-Powered Surveillance Solution

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We are thrilled to unveil NVA (Nota Vision Agent), a real-time video monitoring solution powered by advanced Vision-Language Models (VLMs).

As Korea’s first—and among the very few worldwide—to be commercially deployed, NVA goes far beyond object detection to truly understand complex, real-world scenarios. This launch positions Nota AI as a pioneer in bringing next-generation VLM technology out of the lab and into daily operations.

💡 Why It Matters

  • Proactive, Context-Aware Safety: Instantly detects SOP violations and multi-factor risks.
  • Effortless Rule Configuration: Add detection rules in under a week with natural language prompts.
  • Fast, Seamless Deployment: From installation to operation in just 2–3 weeks, fully integrated with existing CCTV.

🚀 Proven and Expanding

Already validated through an 8-scenario PoC at Kolon Industries’ Gimcheon plant, NVA is expanding into industrial safety, ITS, retail, and childcare. It transforms visual data into real-time, actionable intelligence—enhancing safety and operational efficiency across industries.

👉 Discover how NVA can be applied to your site: https://www.nota.ai/ai-solutions-notavisionagent

LLM Optimization Service: Bring Your LLM to the Edge

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Introducing the NetsPresso® LLM Optimization Service — a professional solution that makes foundation models lighter, faster, and cost-efficient for real-world deployment.

Enterprises face two common challenges: models that are too large, slow, and costly to run; and optimization that is too complex, error-prone, and resource-intensive to manage in-house. With NetsPresso®, we solve both problems—transforming massive LLMs and VLMs into production-ready solutions tailored for your hardware and business needs.

💡 How We Bring Models to the Edge

  • Ensure hardware-aware optimization, bridging model internals with device constraints.
  • Apply research-driven quantization and compression to cut costs and latency while preserving accuracy.
  • Provide end-to-end service, so you don’t need specialized in-house expertise.

🚀 Why Nota AI

  • Proven expertise: Optimized 100+ AI models across diverse hardware, backed by deep end-to-end understanding.
  • Hardware-aware optimization: Beyond simple compression, delivering device-specific performance maximization.
  • Research-driven methods: Applying the latest academic advances and proprietary R&D innovations to minimize accuracy loss while boosting efficiency.

👉 Find out where you can deploy your LLM now

Nota AI at ITSWC 2025: Generative AI-Powered Traffic Innovation

From IPO Momentum to Next-Gen AI Solutions

At the ITS World Congress 2025 in Atlanta (August 24–28), the world’s largest event for intelligent transportation systems, Nota AI showcased its generative AI-powered ITS solutions—from incident detection to V2X accident prevention—driving the future of safer and smarter mobility.

Together with partners ITS Korea, LG CNS, and Sony, we demonstrated how VLM-powered innovation is transforming real-world transportation.

🤝 Key Highlights

  • Korea Pavilion (Stand #1447): With ITS Korea, presenting our generative AI-powered incident detection system.
  • LG CNS Booth (Stand #1731): Joint demos on port safety and pedestrian safety, enhancing operational efficiency across diverse transportation environments.
  • Sony Booth (Stand #1605): Featuring the Lakewood City PoC powered by Sony’s IMX500 sensor, which achieved 100% accuracy in pedestrian safety monitoring.

🌍 Global Recognition

Nota AI’s ITS solutions are already trusted in mission-critical environments such as Dubai’s RTA and Korea’s Smart Intersection program (99%+ accuracy). Their validation on the global stage in the U.S. further reinforces our role as a global leader in generative AI-powered ITS.

👉 Read the full press release for more details

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