Keep in Mind · Evolve over Time
[ SOTA Performance ]
LoCoMo
LongMemEval
HaluMem
It's not your model. It's the missing memory layer.
Product Family
Powered by EverCore
EverOS
The Memory OS for AI Agents
Powered by the strengths of EverCore, EverOS natively supports non-parametric, self-evolving Skill Memory, while offering a highly flexible framework that enables deep customization for diverse agent architectures and use cases.
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Ever Core
We don't build brains; we build memory. While models forget through updates, Evermind's high-fidelity LTM system scales infinitely—with data sovereignty remaining forever yours. This is your first ticket to 'Digital Immortality'
EverMemOS
A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
EverMemOS solves the context window limitations of LLMs in long-term interactions with an engram-inspired memory mechanism. It structures dialogues into MemCells and thematic MemScenes, delivering precise context-aware retrieval.
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HyperMem
Hypergraph Memory for Long-Term Conversations
Hits 92.73% accuracy on LoCoMo for long-dialogue systems.
Sets a new standard for conversational coherence and personalization.
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Memory-driven AI solutions for every use case
Multi-Agent Systems
Orchestrating multiple AI agents requires sophisticated coordination and task distribution. Multi-agent systems excel at complex problem-solving through specialized agents working towards common goals.
Personalized AI Companions
From personal AI assistants to therapeutic chatbots, companion AI requires deep emotional intelligence and behavioral consistency that only comes from genuine long-term memory.
Company Knowledge Base
Build an organizational memory that evolves with your team. AI learns from internal discussions, documentation, and decisions to become your company's institutional knowledge layer.
Customer Support Intelligence
Support that feels personal and continuous, not robotic. Agents remember past issues, resolution history, customer preferences, and communication style.
Wearable Hardwares
By processing fragmented interactions, visual cues, and voice commands into structured patterns, EverOS allows hardware to anticipate needs—whether recalling a new contact's name or maintaining conversational context across locations.
Use Case
Memory-driven AI solutions for every use case
Earth Online Memory Game
Earth Online is a memory-aware productivity game that turns everyday planning into a living quest log.
Missing Child Reunion Platform
Intelligent semantic matching, AI memory guidance, and progressive memory updates to deliver accurate, continuous family matching.
AI Wearable with Memory
A context-native empathic AI wearable that listens to everyday life and converts conversations into memory.
How EverOS Outperforms Alternatives
Not all memory solutions are created equal.
Here's how we compare.
Capability
EverOS
Traditional RAG
Full Context Window
Other Memory Infra
Long-term Memory
Accuracy
93.05%
-48%
N/A
66.80%
Retrieval Latency
< 200ms
100-500ms
0ms(no retrieve)
150-400ms
Token Efficiency
1/10 of full context
100-500ms
Very Low
(no retrieve)
150-400ms
Temporal Knowledge Tracking
Partial
Multi-Agent Group Memory
Hierarchical Memory Organization
Partial
Context Window Limitations
Unlimited
Database limited
128K-200K tokens
Database limited
Open Source
Apache 2.0
Varies
N/A
Varies
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