Shenzhen MemoraX AI Technology Co., Ltd. has secured tens of millions of US dollars in seed round financing, led by L2F Light Source Entrepreneurs Fund and Zhongding Capital, with participation from notable investors and industry figures. The funds will primarily be used to develop MemoraX AI’s Agentic RL technology and its endogenous memory module, aiming to enhance memory training efficiency and accuracy for enterprise knowledge management and personalized interaction. This marks a shift from external retrieval to model endogeny, addressing the “amnesia” issue in large models.
Founded in March 2026, MemoraX AI is pioneering innovations in personalized memory for large models, overcoming challenges like fragmented memory and static data through its Agentic RL architecture. The team, composed of top scientists and industry experts, combines academic prowess with commercial experience, having previously worked on projects generating billions in economic benefits.
MemoraX AI’s approach internalizes memory capabilities within models, transforming AI from mere information retrievers to entities capable of dynamic learning and memory evolution. Their technology boasts continuous memory evolution, precise recall, and cross-scenario generalization, significantly outperforming competitors in memory performance tests.
The company’s Agentic RL technology is key to developing advanced memory systems, enabling context perception, efficient data compression, dynamic recall, and adaptive evolution based on user preferences. MemoraX AI’s innovations have been successfully applied in various industrial fields, including chip design, autonomous driving, and game AI, demonstrating their ability to translate technology into commercial value.
MemoraX AI aims to redefine AI’s role from a tool to a partner, enhancing intelligent customer service and personal assistants with personalized memory capabilities. The company’s vision extends beyond commercial success, seeking to redefine human-AI relationships by enabling AI to truly “remember” users, thus evolving into intelligent partners. Investors and partners are optimistic about MemoraX AI’s potential to lead the transformation of large models into intelligent entities with long-term memory capabilities.
