Built for
AI innovators:
Knowledge graphs for the AI era
Your Knowledge. Every AI. One Layer.
Build knowledge graphs individually or with your team. Every AI agent you use queries them through a single endpoint
01
Build
Create structured knowledge graphs
Add nodes, edges, and properties.
Import from Notion, Obsidian, or markdown.
01
Build
Create structured knowledge graphs
Add nodes, edges, and properties.
Import from Notion, Obsidian, or markdown.
02
Version
Git-like history for your knowledge.
Branch, diff, and time-travel.
Content-addressed, immutable commits.
03
Share
Publish graphs to the public commons.
Link or fork others' knowledge.
Control visibility: private, org, unlisted, public.
04
Query
Every AI agent retrieves grounded answers.
Semantic + keyword hybrid search via a unified endpoint.
Mandatory citations, zero hallucinations.
CONTROL
ANALYZE
CONNECT
RESOLVE
CONTROL
ANALYZE
CONNECT
RESOLVE
Overview
Mnemosch is an AI-powered operations layer for support teams that turns customer requests into completed work.
It connects your helpdesk, knowledge base, and CRM to resolve tickets, run approved workflows, and keep records accurate so your team ships faster outcomes with full visibility and control.
Refund request
Workflow example
01
Verify policy
02
Require approval
03
Sync graphs
04
Send confirmation
SOURCE CONNECT
Build, version, and share knowledge graphs.
ACTION RUNNER
Execute updates, tasks, and notifications.
APPROVAL GATE
Require approval for sensitive actions.
AUDIT + INSIGHTS
Track every change and spot patterns.
01
Capabilities
Capabilities
Four layers that connect, decide, and execute.
Mnemos is a platform for building, versioning, and sharing knowledge graphs that your AI tools query via a unified endpoint for grounded answers




Connect
Import from Notion, Obsidian, markdown, or build graphs from scratch in minutes.
Resolve
Turn every request into a completed outcome, end-to-end
Control
Set policies, approvals, and routing so automation stays safe
Analyze
See what’s working, what’s risky, and what to automate next
Connect
Import from Notion, Obsidian, markdown, or build graphs from scratch in minutes.




Resolve
Turn every request into a completed outcome, end-to-end








Control
Set policies, approvals, and routing so automation stays safe




Analyze
See what’s working, what’s risky, and what to automate next
Numbers
The performance behind the workflows
Clear visibility into execution, automation, and throughput improvements.
WEEKLY TICKETS
Knowledge graph queries
1,231
SU
MO
TU
WE
TH
FR
SA
MANUAL WORK
Graph syncs automated
38k
Internal handoffs automated
6.4k
Tasks created automatically
4.2k
OPS THROUGHPUT
Monthly requests per agent
139%
RESOLUTION MODE
Agent
72%
Human
28%
RESOLUTION GROWTH
Gated by approvals
+65.5%
FEB
MAR
COVERAGE GROWTH
Processes automated
+247%
1
15
30
AUTOMATION COVERAGE
With policies + approvals
69%
Features
Core systems that power every workflow
Real-time performance across queries and graph operations showing how Mnemos improves retrieval accuracy and coverage.
Context Assembly
001
Unify knowledge from docs, notes, and codebases into one structured, queryable graph.
Policy & Approvals
002
Apply configurable rules, review sensitive actions, and keep execution aligned with internal standards.
Action Execution
003
Trigger updates, modify records, and complete real system actions — with full visibility and auditability.
Integrations
Connect AI to the tools your team already uses
Our platform integrates directly with your core infrastructure so it can retrieve data, trigger workflows and act in real time.
Documentation
Communication
Support & Helpdesk
Integrations
Bidirectional
Secured by default
Context-aware
NOTARO
Sync internal team knowledge
ShareDock
Enterprise file synchronization
Confluency
Technical docs integration layer
GitForge
Repository-based AI context
G-Drive Cloud
Secure shared document ingestion
DocuSphere
Structured knowledge indexing
Documentation
Communication
Support & Helpdesk
Integrations
NOTARO
Sync internal team knowledge
ShareDock
Enterprise file synchronization
Confluency
Technical docs integration layer
GitForge
Repository-based AI context
G-Drive Cloud
Secure shared document ingestion
DocuSphere
Structured knowledge indexing
Documentation
Communication
Support & Helpdesk
Integrations
NOTARO
Sync internal team knowledge
ShareDock
Enterprise file synchronization
Confluency
Technical docs integration layer
GitForge
Repository-based AI context
G-Drive Cloud
Secure shared document ingestion
DocuSphere
Structured knowledge indexing
Pricing
Simple plans that scale with you
Transparent pricing designed to grow with your team — from first workflows to enterprise-scale operations.
STARTER
Free
Select preferred
billing cycle
MONTHLY
ANNUAL
USAGE
Seats
Resolutions / mo
Integrations
FEATURES
Auto-retrieve
Agest assist
Workflows
Sequences
SUPPORT
Email support
Priority support
Dedicated CSM
STARTER
Free
For individuals getting started with knowledge graphs.
Up to 3
200
2
-
-
-
-
-
PRO
/mo
For power users who need unlimited graphs.
Up to 15
2,000
Unlimited
-
-
ENTERPRISE
Custom
For orgs with advanced security, private hosting, and scale needs.
Unlimited
Custom
Unlimited
MONTHLY
ANNUAL
STARTER
Free
For individuals getting started with knowledge graphs.
Seats: Up to 3
Resolutions / mo: 200
Integrations: 2
Auto-retrieve
-
AI grounding
-
Workflows
-
Sequences
Email support
-
Priority support
-
Dedicated CSM
PRO
/mo
For power users who need unlimited graphs.
Seats: Up to 15
Resolutions / mo: 2,000
Integrations: Unlimited
Auto-retrieve
AI grounding
Workflows
-
Sequences
Email support
Priority support
-
Dedicated CSM
ENTERPRISE
Custom
For orgs with advanced security, private hosting, and scale needs.
Seats: Unlimited
Resolutions / mo: Custom
Integrations: Unlimited
Auto-retrieve
AI grounding
Workflows
Sequences
Email support
Priority support
Dedicated CSM
Testimonials
What our partners say about Mnemos
Mnemos is trusted by AI-first teams that need a single, queryable source of truth for every agent in their stack.
Blog
Articles, notes, updates, and latest case studies
Insights on knowledge graphs, AI memory architecture, and the systems behind grounded retrieval.
FAQ
Frequently asked
questions
STILL HAVE QUESTIONS?
WE'RE HERE TO HELP
If you handle complex workflows or need custom integrations, our team can help.
Do I need to train the AI myself?
No. Mnemos works with your existing content. Import from Notion, Obsidian, markdown, or create graphs directly in the web UI. No model training required.
What tools does it work with?
Mnemos works with every compatible AI tool: Claude, ChatGPT, Cursor, Gemini, and more. It also integrates with Notion, Obsidian, and other knowledge tools.
Can I control who accesses my knowledge?
Yes. Every graph has granular visibility controls: private, org-internal, unlisted, or public. You control who can view, link, fork, or edit each graph.
Is my data safe?
Yes. All data is encrypted at rest and in transit. Enterprise plans support customer-managed encryption keys. Role-based access controls and full audit trails are built in. SOC 2 compliance is planned.
How fast can I get started?
Most users create their first graph in under 5 minutes. Connect your project’s endpoint to Claude or Cursor and start querying immediately.
What does Mnemos actually do?
Mnemos is a platform for building, versioning, and sharing knowledge graphs. It connects to your AI tools via a unified endpoint, giving them grounded, citation-backed answers instead of hallucinations.
Do I need to train the AI myself?
No. Mnemos works with your existing content. Import from Notion, Obsidian, markdown, or create graphs directly in the web UI. No model training required.
What tools does it work with?
Mnemos works with every compatible AI tool: Claude, ChatGPT, Cursor, Gemini, and more. It also integrates with Notion, Obsidian, and other knowledge tools.
Can I control who accesses my knowledge?
Yes. Every graph has granular visibility controls: private, org-internal, unlisted, or public. You control who can view, link, fork, or edit each graph.
Is my data safe?
Yes. All data is encrypted at rest and in transit. Enterprise plans support customer-managed encryption keys. Role-based access controls and full audit trails are built in. SOC 2 compliance is planned.
How fast can I get started?
Most users create their first graph in under 5 minutes. Connect your project’s endpoint to Claude or Cursor and start querying immediately.
What does Mnemos actually do?
Mnemos is a platform for building, versioning, and sharing knowledge graphs. It connects to your AI tools via a unified endpoint, giving them grounded, citation-backed answers instead of hallucinations.
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