MemVerge, the leader in Big Memory software, today announced the launch of MemMachine, an open source project with companion enterprise offerings that deliver the best-in-class cross-model AI memory layer. Designed for the era of large language models and agentic AI, MemMachine provides the world's most accurate AI Memory system with fast recall and a foundation for human-like memory in machines.
MemMachine launches as open source project with enterprise offerings.
Achieves LoCoMo score of 84.87%, setting industry benchmark for recall.
Addresses AI "stateless amnesia" with persistent memory across sessions.
Supports major LLMs including OpenAI, Claude, Gemini, and Grok.
Market for AI memory systems projected to reach $12.88B by 2030.
Enables secure, personalized AI agents in customer service, healthcare, finance.
Modern AI suffers from "stateless amnesia" — forcing users to re-train and re-contextualize assistants at every interaction. MemMachine solves this by providing a persistent, intelligent memory layer that retains episodic, personal, and procedural knowledge across sessions, models, agents, and environments. The result: assistants that evolve from disposable chatbots into trusted, context-aware collaborators. This capability is essential for advancing agentic AI in enterprise settings.
Analysts project the market for AI Agentic Orchestration and Memory Systems will reach $28.45 billion by 2030. Of this, $12.88 billion is attributable to standalone AI memory software, with additional opportunities tied to database and application markets valued at $18 billion. Every enterprise deploying AI agents — in customer service, healthcare, finance, and beyond — will require secure memory infrastructure to enable productivity, personalization, compliance, and trust.
MemMachine sets a new industry benchmark with a LoCoMo score of 84.87%, delivering unmatched recall performance. This enables agents and applications to access, store, and retrieve context with real-time personalization, faster task execution, and fluid orchestration of complex workflows. MemMachine works seamlessly across Major LLMs – OpenAI, Claude, Gemini, Grok, Llama, DeepSeek, Qwen and other models, and can be deployed on any cloud or on-prem.
The long-term vision for MemMachine is to parallel — and surpass — the richness of human memory. Like people, it will enable agents to retain episodic experiences, semantic knowledge, and procedural skills. Unlike people, it will deliver limitless recall, instant context retrieval, perfect fidelity, and secure sharing across agents, applications, and enterprises. The result: AI that acts as a true collaborator, remembering everything important, forgetting nothing critical, and scaling far beyond biological limits.
The open source MemMachine project is available now at www.memmachine.ai. In parallel, MemVerge is launching commercial offerings at www.memverge.ai, delivering enterprise-class scalability, security, and support — with advanced capabilities for compliance, orchestration, observability, and enterprise integration.
"AI without memory is incomplete," said Charles Fan, CEO of MemVerge. "MemMachine delivers the memory layer that makes AI agents truly intelligent, personal, and enterprise-ready. This is the beginning of the next generation of Agentic AI, and we are proud to deliver the world's most powerful AI memory system."
MemVerge is the inventor of Big Memory software and the leader in AI memory infrastructure. Its Memory Machine products maximize GPU utilization, enable memory tiering and pooling, and now deliver the world's most powerful AI memory layer. MemVerge's mission is to enable human-centered AI by giving every enterprise and institution memories that last. For more information, visit www.memverge.ai and www.memmachine.ai.
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