Andes Labs
Structured knowledge
for AI agents.
The knowledge graph that turns conversations into connected intelligence. Local-first. MCP protocol. Open source.
The Godfather, mapped as a knowledge graph
Graph Intelligence
Ask questions that search can't answer.
Vector search finds documents. Kernal traverses relationships.
“Who had motive to betray the Corleone family?”
Secret alliance with rival family
Orchestrated the ambush at the causeway
Arranged meeting as a trap for Michael
Kernal traverses relationships to surface patterns invisible to keyword search. The graph knows who connects to whom — and why.
Now imagine this is your
client portfolio.
Fifty meetings. A hundred and ninety people. Fifteen hundred relationships. Every name, every connection, every promise your team has ever made — structured and queryable by your AI agent.
50+
Transcripts processed
190+
People extracted
1,500+
Relationships mapped
8
Enterprise accounts
Real production data from enterprise consulting engagements.
Philosophy
“An agent without context is a chatbot.
An agent with context is an employee.”
AI models get better every quarter. But a better model without your context still can't answer “Who introduced Sarah to the Hydro project and what was their concern about the timeline?”
Context is the durable layer. The thing that makes AI useful in professional services isn't the model — it's the structured knowledge the model can reason over. Better models make Kernal more valuable, not less.
If a product's value can be rendered obsolete by a better version of Claude or GPT, it lacks a structural moat. Kernal passes this test. The graph deepens with every conversation, and no model can replace what it contains.
Data Sovereignty
Your graph. Your machine. Your models.
Most AI knowledge tools send your data to someone else's servers. Kernal doesn't. No DPA needed. No data residency concerns. No vendor training on your client intelligence.
Local processing
Entity extraction runs via Gemma 4 on your machine. Your transcripts, client names, and deal details never leave your infrastructure.
Local storage
Your knowledge graph lives in a SQLite file on your device. No cloud database. No vendor access. Full portability.
Open protocol
MCP is an open standard, not a proprietary API. Connect Kernal to Claude, Cursor, or any compatible tool. No vendor lock-in.
Architecture
Five layers of intelligence.
Every entity connects to every other via the relationship graph. The graph is the product.
Capabilities
What Kernal does.
Entity Extraction
Drop in a transcript. Kernal extracts people, organizations, topics, and the relationships between them. No templates. No configuration. Just structure.
Graph Search
Not just keyword matching. Query across relationships: 'Who at Nordic Tech has influence over the SAP decision?' Kernal traverses the graph.
MCP Protocol
Plug Kernal into Claude, Cursor, or any MCP-compatible tool. Your agent gets structured context about your world — people, relationships, history — in every conversation.
Meeting Prep
Before any call, Kernal surfaces: who you're meeting, their org chart position, recent interactions, open action items, and strategic context. Automatically.
Built For
Professional services that
run on relationships.
Kernal is designed for people whose work depends on knowing who connects to whom, what was said, and what it means.
Executive Search
Map candidate networks, board relationships, and organisational dynamics. Know who knows who before the first call.
Management Consulting
Build institutional memory across engagements. Every meeting, every stakeholder, every strategic decision — structured and searchable.
Strategic Advisory
Track deal pipelines, stakeholder influence, and client goals across your portfolio. Your AI agent knows the full picture.
Law Firms
Matter context that compounds. Client relationships, precedent connections, and engagement history — locally stored, never shared.
Get Started
Three commands. That's it.
Install
Connect to Claude
Add Kernal as an MCP server in Claude Desktop or Claude Code.
Talk naturally
Start having conversations. Kernal extracts and connects entities automatically.
Community
Join the builders.
Build agents that remember.
See how Kernal works with your data. Book a 30-minute demo or start building with the open-source core.