Dnotitia

Dnotitia develops high-performance vector database and edge AI solutions for large language models, enabling enterprises to transform multimodal data into precise search results quickly and cost-efficiently. Its core products include Seahorse, a high-performance vector database powered by a proprietary Vector Data Processing Unit (VDPU) offering exceptional speed, cost efficiency, and multimodal optimization, and Mnemos, an advanced edge AI device that runs LLMs without data centers or cloud infrastructure. The company specializes in Small Language Models (SLMs) and Retrieval-Augmented Generation (RAG) systems, positioning itself at the forefront of GenAI innovation. With over 100 industry experts, 9 government projects in LLM development, and 34+ strategic partnerships across sectors including insurance, healthcare, and LLMOps, Dnotitia has established a strong market presence. Founded in 2023 and headquartered in Seoul, South Korea, the company has raised approximately $76.3 million at the Series A stage, backed by investors including TONY INVESTMENT, Telechips, Kolon Investments, KB Investment, and Shinhan Venture Investment.