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

$49
/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

$49
/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.

Mnemos transformed how our team operates. We went from scattered docs to a single queryable knowledge layer that every AI agent draws from.

HELENA FLOWS

Founder, Altura AI

Mnemos transformed how our team operates. We went from scattered docs to a single queryable knowledge layer that every AI agent draws from.

HELENA FLOWS

Founder, Altura AI

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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