Knowgraphia
Knowledge mapping system

Your organization, mapped as a system.

AI interviews that extract entities, relationships and operational signals. Actionable synthesis in hours, not months.

12× faster than building the same map by hand
Live graph · Demo account
MaríaSalesLegalBottleneckERPSlack
12×
Faster than traditional methods
100%
Employee coverage
0
Manual questions
3 min
First interview
The problem

Operational knowledge lives in heads, not in systems.

Information about how an organization works is scattered across meetings, chats and documents nobody reads. When someone leaves, part of the operational map leaves with them.

Consultancies interview for weeks, deliver a PDF and leave. The knowledge stays static. Within three months, it is already outdated.

It is not a lack of data. It is that no system captures, connects and updates what people know. What is not systematized cannot be repeated.

How it works

Define. Extract. Measure. Operate.

STEP 01

Define

Create your workspace, define the interview cohorts and send magic links to employees. No onboarding, no training.

Knowgraphia Agent · Discovery
Hi María. Tell me, how do you coordinate approvals for large clients on your team?
Knowgraphia Agent
STEP 02

Extract

AI agents run structured interviews in parallel. Every answer generates contextual signals. No human intervention.

100%

Cohort in parallel

AI interviews the whole team at the same time. No calendars, no waiting.

AUTO

Contextual follow-up

Every answer generates deeper follow-up questions. No generic scripts.

MaríaSalesLegalBottleneckERPSlack
STEP 03

Measure

Entities, relationships and patterns are extracted automatically. See the graph, read the synthesis and prioritize operations.

STEP 04

Operate

Generate complete SOPs from each synthesis. Operating procedures with imperative steps, checklist, escalation protocol and automation roadmap.

SOP · Deal Approval · v1.0
1.Verify deal amount and tier
2.Prepare business memo
3.Send to the tier approver
4.Notify the implementation teamAuto
What it installs

Five systems. One goal.

From interview to signal. From signal to operating system. Knowgraphia automates the full cycle of organizational knowledge.

Living knowledge graph

7 entity types and 10 relationship types connect automatically. Semantic search, depth-based sub-graphs and temporal diff between syntheses.

Synthesis in five formats

Process cartography, prioritized roadmap, employee personas, bottlenecks with severity and AI opportunities. Grounding score anchored in real data.

AI-generated SOPs

Each synthesis becomes a complete operating procedure: imperative steps, checklist, escalation protocol and automation roadmap. Eight sections in parallel.

MCP Server

Your graph exposed as tools for Claude Desktop. Six tools available: entity queries, synthesis, SOPs and statistics. Setup in two minutes.

Evolving graphs

Compare two knowledge snapshots and see what changed: new entities, relationships that appeared, nodes that mutated. The system learns with every cohort.

The product

Everything from a single panel.

Campaign: Onboarding Q1
24
Interviews completed
187
Entities extracted
342
Relationships mapped
5
Syntheses generated
Latest synthesis · Cartography · 2 min ago
Five deliverables per cohort

Every interview generates signal.

Knowgraphia generates five analyses per campaign. Each one with data anchored in real conversations and graph entities.

Structured map of processes, tools and workflows discovered in the interviews.

Sales
3 processes
Legal
2 processes
Finance
3 processes
Support
2 processes
Product
3 processes
Eng
2 processes
Grounding score0%
From signal to operating system

SOPs that write themselves.

Knowgraphia turns each synthesis into a complete operating procedure. Eight sections generated in parallel, ready to install.

Enterprise Deal Approval
v1.0 · Critical
01
Purpose and Audience
Roles that must follow the procedure, activation conditions.
02
Overview
Context, relationship to other processes, prerequisites.
03
Step by Step
15–30 imperative steps with confirmation criteria and conditional branches.
04
Checklist
Flat checklist covering the full process plus final verification.
05
Escalation
3-level protocol: owner, conditions and contacts.
06
Automation
3-question filter per step. Suggested tools, impact estimate.
07
Notes and Warnings
Recurring failure patterns, non-negotiable rules, known exceptions.
08
Metadata
Departments, sources, version, classification and usage frequency.
Sample steps
1.Verify deal amount and corresponding tier
2.Prepare business memo with key metrics
3.Send request to the tier approver
4.Notify the implementation teamAuto
Every SOP includes
8
Sections
15–30
Steps
3
Escalation levels
3 phases
Automation roadmap
Export available in Markdown and PDF. MinIO integration for cloud storage.
Testimonial
"What used to take us three months of interviews and analysis, Knowgraphia delivered in one afternoon. The graph showed bottlenecks we knew existed but could not document with a system."
MR
María Rodríguez
VP of Operations · TechCorp
Model Context Protocol

Claude Desktop, connected to your graph.

Knowgraphia exposes its knowledge graph as MCP tools. Any compatible AI agent can query entities, syntheses and SOPs in real time.

How does the approval process for large deals work in Sales?
6 tools available
list_campaignsList workspace campaigns
query_graphSearch entities by name or type
get_synthesisGet the full synthesis in markdown
get_graph_statsAggregated graph statistics
search_entitiesCross-campaign search with sources
get_sopGet the full SOP with all sections
Setup in under two minutes. It installs as a stdio server in Claude Desktop with a configuration JSON generated automatically from your workspace.
Knowgraphia vs. Status quo

The numbers speak.

Time to operational signals
Status quo
3–6 months
Knowgraphia
Hours
Cohort coverage
Status quo
~10%
Knowgraphia
100%
Cost per campaign
Status quo
$500K+
Knowgraphia
A fraction
System updates
Status quo
Static PDF
Knowgraphia
Living graph
Book · Discovery Call

Let's talk about your knowledge system.

45 minutes. No pitch. We review your operation and, if Knowgraphia fits, we define the first cohort.

Install the system

Your operational map, systematized.

Define your cohort in three minutes. Launch AI interviews to your whole team. See the knowledge system in hours.

  • —Unlimited interviews with AI agents
  • —Automatic knowledge graph
  • —Five-format synthesis per cohort
Book a demo