Product

Everything your team's intelligence
needs to stop leaking.

Compliance infrastructure with a knowledge graph at its core. Five layers of structured context served over MCP, with governance running across every one of them. Built for teams that have outgrown chat history and document search, and now have to prove how their AI works.

Architecture

Five layers of context

Most knowledge tools have one layer: the document. Kernal structures your intelligence across five distinct layers, each with its own schema, search, and relationship graph.

GovernanceGovernance is not a feature bolted on top. It is how the substrate works. Every layer is logged, attributable, and reviewable.
01
Intent
Goals, strategic direction, what matters and why
02
Commercial
Deals, accounts, relationships, stakeholders
03
Intelligence
Patterns, memories, insights, sources
04
Execution
Actions, tasks, decisions
05
Conversation
Activities, meetings, emails, transcripts

The five layers are the architecture. Governance is the band that runs across all of them, not a sixth layer.

Integrations

Works with your stack

MCP protocol
Works with Claude, ChatGPT, and any MCP-compatible client. 73 structured MCP tools (Pro and Enterprise), 13 core tools (open source).
PostgreSQL
Production-grade storage. Export to portable SQLite at any time.
REST API
95+ endpoints, integrate Kernal with any existing tool or workflow.
Export
Download your full knowledge graph as a portable SQLite file on demand.

Features

What's included

Knowledge graph visualization
Deal board
Goal tracking
Meeting prep
Pattern recognition
Source ingestion
Multi-environment
Team sharing
Org chart

Agents

Two ways to deploy

The same structured context, served to AI agents that keep working with it. One person, or a whole firm.

Individual
Kernal Agent
A persistent AI partner with a durable identity, its own memory, and scoped access to your tools. It works inside the applications you already use and remembers across sessions, so context built on Monday is still there on Friday. Ambient memory means nothing has to be re-explained.
Firm-scale
Kernal Team
Multi-agent coordination for firms. Domain-specialized knowledge agents maintain institutional context continuously, with cross-session persistence and knowledge continuity across the team. Each agent holds its part of the picture, and the shared graph keeps them aligned.

Continuity

Knowledge that stays
when people leave.

When someone leaves, their structured context stays. A portable knowledge graph transfers to their successor instead of walking out the door in a personal inbox. Knowledge portability turns institutional memory into something the firm keeps, not something it loses with every departure.

Compliance

Capabilities that support
your compliance programme

Governance is built into the substrate, so the evidence regulators ask for is already structured. These capabilities support your obligations under the EU AI Act and GDPR.

Audit trail
Every interaction records the input context, the AI output, the human decision, and timestamps, so you can reconstruct how any result came to be.
Human oversight
Human-oversight checkpoints you can enforce per workflow, so a person stays in the loop wherever your policy requires it.
Burden of proof
Evidence packages you can generate to support burden-of-proof requests, drawn directly from the audit trail rather than reconstructed after the fact.
Data residency
EEA data residency. AWS eu-west-1 (Ireland). Your candidate and client data stays in the region your obligations require.

See the regulatory detail →

Search

Ask one question.
Your whole world answers.

A single call to kernal_search reaches across memories, wikis, sources, people, organizations, and deals simultaneously, ranked by relevance. No separate queries. No stitching results together by hand.

Enterprise-grade

Built for production

PostgreSQL on AWS
Encryption at rest and in transit. Managed backups. RDS-grade reliability.
Schema-per-environment isolation
Dev, staging, and production share the same cluster but are hard-isolated at the schema level.
Export / import data portability
Download your full graph as a portable SQLite file at any time. No lock-in.
Self-host or managed
MIT-licensed open source core. Managed tier on AWS. Enterprise tier in your own AWS account.

Ready to build

Start your team's knowledge graph

Early-access cohort while the product stabilizes. Get in touch.

Book a demo →or self-host free on GitHub →