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The Institutional Context Graph

A Context Graph That Captures Why Every Decision Was Made

Your organisation makes thousands of decisions. It remembers almost none of the reasoning behind them.

// SERVICE_INFO

WHAT IT IS

Context graph + agent memory layer

OUTCOME

Institutional knowledge that never leaves

// THE PROBLEM

Your organisation has made thousands of important decisions. But the reasoning behind them — why you chose this vendor, why the migration was structured that way, what was tried before and failed — is scattered across emails, buried in documents, or locked in people's heads. What survives is the decision itself, stripped of context. So the same questions get asked again, the same mistakes get repeated, and every new initiative starts without the benefit of what came before.

// THE SOLUTION

A context graph that stores reasoning, not just facts. Ask "why did we choose Vendor X over Vendor Y in 2023?" and get the full picture: the alternatives considered, the trade-offs weighed, the constraints, and who made the call. Not a search engine. Not a document store. A graph of decisions that your AI agents can reason with.

// WHAT WE BUILD

Context Graph

Seeded from your documents, emails, meeting notes, and interviews with key people. A graph of decisions and reasoning, not a document dump.

Agent Integration

Ask a question in plain English, get the full reasoning — not a list of documents to read.

Continuous Capture

New decisions are captured as they happen. The graph grows with your organisation.

Knowledge Continuity

When people leave, reorganise, or just move on — the reasoning they contributed stays. Permanently.

// HOW IT WORKS

4-8 weeks

Seed

Ingest existing knowledge. Interview key people to capture reasoning that was never written down.

8-12 weeks

Connect

Connect the graph to your agents and tools. Your team starts querying immediately.

Ongoing

Grow

New decisions are captured as they happen. When people leave, their knowledge doesn't.

Ready to Build?

We help enterprises pick the few AI bets that matter and get them into production.

Barnacle Labs
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