The Knowledge Layer for AI
Every answer shows exactly where it came from, or says “I don’t know.” Self-hosted, so your data never leaves your machine.
From scattered information to AI-ready knowledge.
Your data, documents, systems, and relationships live in different places. OpenCortyx connects them into one intelligent knowledge layer that AI agents can draw on to understand, reason, and act.
Everything your AI needs to know, in one layer.
AI agents fail when knowledge is scattered. OpenCortyx connects the four things that make up your world into one intelligent knowledge layer, so every agent starts from the complete picture.
- SQL databases
- Data lakes (S3, GCS, Azure)
- CSV & Parquet
- Excel
- Tables, columns & rows
- PDFs
- Word
- Markdown
- HTML
- Database connections
- Object storage
- Local folders
- JSON, XML & YAML records
- AI agents via MCP
- Entities & typed edges
- Foreign keys
- Claims & mentions
- Decisions & memories
- Source & confidence
Relationships turn information into knowledge.
Facts alone are not enough for AI to reason. Agents need to know how things connect: who owns what, which document supports which claim, which row references which. OpenCortyx stores them as typed nodes and edges, keeps every record as itself, and flags conflicting values for review instead of overwriting them.
Knowledge that lets AI understand, reason, and act.
Ask a question and OpenCortyx finds the right facts across all your data, follows how they connect, and gives your agent an answer it can trust, with every source attached.
Works out what is being asked, then finds the records, documents and entities that matter across all your sources at once.
Follows how those facts connect, from a table row to the decision behind it to the email that discussed it, and keeps only the evidence that holds up.
Hands your agent a cited answer it can act on with confidence. If the evidence isn’t there, it says “I don’t know” instead of guessing.
{
"query": "What changed in this system, why did it change, and what does it affect?",
"answer": "Billing now requires two-factor authentication for credential updates, approved in RFC 42. Mobile checkout needs SDK v3.4.",
"citations": [
{
"type": "Decision",
"text": "RFC 42: Mandatory 2FA for financial actions",
"asset": "rfc-0042.pdf",
"supports": true
},
{
"type": "Row",
"text": "users.mfa_required added in change #104",
"asset": "billing_db.users",
"supports": true
},
{
"type": "Email",
"text": "Security review: handling legacy API keys",
"asset": "sec-review-2026-08-12.eml",
"supports": true
}
],
"grounded": true,
"abstained": false
}One knowledge layer. Every agent, tool, and team.
Agents forget between sessions, and each tool sees only a slice of your world. OpenCortyx gives all of them one shared, persistent knowledge layer, so they start from the same knowledge every time.
Give your AI the knowledge it needs.
Connect your data, documents, systems, and relationships into one knowledge layer. Request early access to the beta.