Every AI Agent Needs a Memory — We Built It.
The memory layer enabling AI agents to think and act like humans. Transforms any data into 98% accurate, PB-scale knowledge for all LLM systems.
The memory layer enabling AI agents to think and act like humans. Transforms any data into 98% accurate, PB-scale knowledge for all LLM systems.
The memory layer enabling AI agents to think and act like humans. Transforms any data into 98% accurate, PB-scale knowledge for all LLM systems.
With MemoryLake
Results that matter
MemoryLake Evaluation on LoCoMo Benchmark
MemoryLake Evaluation on LoCoMo Benchmark
This study evaluates MemoryLake's long-term memory capability using the LoCoMo benchmark, which features multi-session span and temporal distribution across various Q&A tasks. Under strict experimental settings, MemoryLake demonstrates superior overall performance compared to existing memory systems. High-difficulty cases further validate its effectiveness in cross-session memory integration and complex reasoning.
This study evaluates MemoryLake's long-term memory capability using the LoCoMo benchmark, which features multi-session span and temporal distribution across various Q&A tasks. Under strict experimental settings, MemoryLake demonstrates superior overall performance compared to existing memory systems. High-difficulty cases further validate its effectiveness in cross-session memory integration and complex reasoning.
LOCOMO
LOCOMO
Stay organized with ease
Extensive Memory Sources
View all your projects, tasks, and deadlines in one simple dashboard. No more scattered to-dos.
Intelligent Document Understanding
Deeply parses and comprehends complex elements like tables, charts, and PDFs to extract knowledge into memory.
Flexible Customization
Enables the injection of domain knowledge and the creation of custom, specialized skills.
Management of Memory
Access & Application of Memory
Stay organized with ease
Extensive Memory Sources
View all your projects, tasks, and deadlines in one simple dashboard. No more scattered to-dos.
Intelligent Document Understanding
Deeply parses and comprehends complex elements like tables, charts, and PDFs to extract knowledge into memory.
Flexible Customization
Enables the injection of domain knowledge and the creation of custom, specialized skills.
Management of Memory
Access & Application of Memory
Stay organized with ease
Extensive Memory Sources
View all your projects, tasks, and deadlines in one simple dashboard. No more scattered to-dos.
Intelligent Document Understanding
Deeply parses and comprehends complex elements like tables, charts, and PDFs to extract knowledge into memory.
Flexible Customization
Enables the injection of domain knowledge and the creation of custom, specialized skills.
Management of Memory
Access & Application of Memory
Powered by MemoryLake
Works with every model.
Faster. Better. Cheaper.
98%
98%
98%
Accuracy
Truly relevant answers
Beyond pure similarity, MemoryLake finds what actually matters.
Reasoning-powered search
It doesn’t just match, it thinks as it retrieves.
Token
Flexible output
From concise summaries to million-token deep dives, tailored to your LLM.
Cost Reduction
MemoryLake
LLMs
3×
MemoryLake
LLMs
3×
One-time indexing —
One-time indexing —
pay once, reuse endlessly.
pay once, reuse endlessly.
Save LLM tokens —
Save LLM tokens —
only the most relevant context is passed, no wasted tokens.
only the most relevant context is passed, no wasted tokens.
1000×
1000×
Capacity
Attached files (LLMs):
MemoryLake:
Attached files (LLMs):
MemoryLake:
Attached files (LLMs):
Attached files (LLMs):
limited to tens of files,
a few hundred MB.
limited to tens of files, a few hundred MB.
limited to tens of files, a few hundred MB.
MemoryLake:
MemoryLake:
scales to thousands of files, hundreds of TB.
scales to thousands of files, hundreds of TB.
With MemoryLake API
Context infrastructure that adapts to every use-case
MemoryLake is a core platform that provides universal, high-capacity memory and collaboration support for various AI applications. It seamlessly connects multi-scenario tasks and multiple intelligent agents, enabling deeply personalized, long-term services.
General AI
Entertainment & Gaming
Finance
Industrial
Education
Enterprise Decision Center
Embodied Intelligence
Legal
E-Commerce
General AI
Entertainment & Gaming
Finance
Industrial
Education
Enterprise Decision Center
Embodied Intelligence
Legal
E-Commerce
General AI
Entertainment & Gaming
Finance
Industrial
Education
Enterprise Decision Center
Embodied Intelligence
Legal
E-Commerce
Sync my meeting preferences across all tools.
I often ask about technical documentation.
Always reply in English.
Call me "Alex" across all platforms.
I prefer gluten-free options.
monthly report on the 15th.
Ship my orders to my office address.
Remember I often ask about account security.
Long-Term Conversational Assistant
Say goodbye to first-meeting vibes. Remembers all topics, preferences, goals for coherent, personalized, memorable assistance.
Multi-Agent Collaboration
Agents no longer isolated. Shared memory core enables seamless teamwork across service, scheduling, analysis agents.
Multi-Task, Multi-Scenario Orchestration
Proactively links emails, meetings, reports; preloads info for efficient, fluid cross-scenario task orchestration.
Sync my meeting preferences across all tools.
I often ask about technical documentation.
Always reply in English.
Call me "Alex" across all platforms.
I prefer gluten-free options.
monthly report on the 15th.
Ship my orders to my office address.
Remember I often ask about account security.
Long-Term Conversational Assistant
Say goodbye to first-meeting vibes. Remembers all topics, preferences, goals for coherent, personalized, memorable assistance.
Multi-Agent Collaboration
Agents no longer isolated. Shared memory core enables seamless teamwork across service, scheduling, analysis agents.
Multi-Task, Multi-Scenario Orchestration
Proactively links emails, meetings, reports; preloads info for efficient, fluid cross-scenario task orchestration.
Sync my meeting preferences across all tools.
I often ask about technical documentation.
Always reply in English.
Call me "Alex" across all platforms.
I prefer gluten-free options.
monthly report on the 15th.
Ship my orders to my office address.
Remember I often ask about account security.
Long-Term Conversational Assistant
Say goodbye to first-meeting vibes. Remembers all topics, preferences, goals for coherent, personalized, memorable assistance.
Multi-Agent Collaboration
Agents no longer isolated. Shared memory core enables seamless teamwork across service, scheduling, analysis agents.
Multi-Task, Multi-Scenario Orchestration
Proactively links emails, meetings, reports; preloads info for efficient, fluid cross-scenario task orchestration.
Testimonials
Our customers love us
At MemoryLake, enterprise teams transform scattered data into a unified, queryable intelligence with powerful indexing and long-term memory.
Enterprise & Security
Enterprise-ready and built to scale
Deploy MemoryLake on your cloud, hybrid, or on-prem setup. Redundant storage, graph-based indexing, and sub-300 ms recall ensure your data stays fast, secure, and fully compliant.
SOC 2 compliant
All data is encrypted in transit and at rest, with fine-grained access controls built in.
Admin dashboard
Get full visibility into memory usage. Monitor ingestion, recall, and compliance
Admin dashboard
Get full visibility into memory usage. Monitor ingestion, recall, and compliance
Admin dashboard
Get full visibility into memory usage. Monitor ingestion, recall, and compliance
Cloud, on-prem, or hybrid
Deploy wherever you need. Flexible, composable, and built for enterprise.
Cloud, on-prem, or hybrid
Deploy wherever you need. Flexible, composable, and built for enterprise.
Cloud, on-prem, or hybrid
Deploy wherever you need. Flexible, composable, and built for enterprise.