MemoraX AI
Category: Foundation Models / LLMs
MemoraX AI raises $10M seed to embed long-term memory into LLM weights via Agentic RL, targeting enterprise knowledge management and personalized AI agents. MemoraX AI was founded in 2026. The company is led by Hao Jianye. Based in Shenzhen, China. Total funding raised: $10M. Latest round: Seed. Key investors include ["L2F Founder Fund","Zhongding Capital","L2F Light Source Entrepreneurs Fund"].
- Founded
- 2026
- Headquarters
- Shenzhen, China
- Total funding
- $10M
Value proposition
Endogenous memory architecture directly embedded in model weights, eliminating reliance on external retrieval systems, enabling persistent, self-updating memory for agentic AI.
Products and solutions
["Endogenous Memory Module"]
Target customer
Enterprises needing knowledge management, personalized AI agents, and consumer AI companions
Industries served
["Enterprise Knowledge Management","Consumer AI Assistants","AI Companions"]
Technology advantage
Agentic RL (reinforcement learning) technology that trains memory directly into LLM weights; proven industrial track record in RL deployments (chip design, autonomous driving, gaming); team combines top academic RL talent with large-scale industry deployment experience from Huawei, Alibaba, Tencent.
How they differentiate
MemoraX embeds memory directly into model weights through Agentic RL, eliminating the need for external retrieval systems (e.g., RAG, vector databases) and enabling persistent, self-updating memory that can transfer across scenarios.
Major milestones
["MemoraX AI raises $10M seed to embed long-term memory into LLM weights via Agentic RL, targeting enterprise knowledge management and personalized AI agents.","Founded March 2026","Raised $10M seed round co-led by L2F Founder Fund and Zhongding Capital","Achieved state-of-the-art memory performance on LoCoMo-Refined benchmark (30% ahead of 2nd place)"]
Market positioning
MemoraX AI raises $10M seed to embed long-term memory into LLM weights via Agentic RL, targeting enterprise knowledge management and personalized AI agents.
Official website: https://memorax.ai