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Case study · Corporate Knowledge Base

One company brain for policies, offers, pricing and answers.

Every department's knowledge in one well-structured base, with an AI layer on top that answers in plain language - complete, reasoned answers drawn from the whole business, not one silo. It even drafts client offers.

one brainreasoned answersdrafts offers
Live reconstruction

Ask the base - watch the graph light up its sources

one brainall departments unified
secondscomplete answers
auto-draftsoffers & documents
The problem

The company knows the answer. No single person does.

Every company sits on a mountain of its own knowledge - pricing, policies, processes, contracts and their addendums, the rules and exceptions that live in people's heads - and almost none of it is in one place. The moment a question spans more than one area, no single person holds the whole picture.

What we built

Structure first, then an AI layer that reasons over all of it

We build one well-structured knowledge base that brings all of it together - every department's knowledge in a single brain - with an AI layer on top. A manager can ask the system almost anything, in plain language, and get back a complete, well-reasoned answer drawn from across the whole business.

For one client we built exactly this, and it answered their questions faster - and more completely - than a custom application they had been building for months. From the knowledge base alone it could assemble a client offer almost instantly: what that customer would need, priced and written up, ready to send. That was not bespoke software - it was the knowledge base, structured well enough for the AI to reason straight over it.

What changed

The outcomes, in plain numbers

  • One brain instead of five silos
  • Cross-department questions answered completely, in seconds
  • Client offers drafted almost instantly from the base alone
  • It outperformed a custom app the client had spent months building
Why it matters

Could this be your workflow?

If your company's answers live in five heads and three shared drives, one structured base with an AI layer changes what your team can do without asking around.

Best for · leadership, sales, ops - any company with knowledge spread across departments

Have a similar workflow? Let's map it.

We start with a fixed-scope AI Opportunity Audit: we map where the hours and the risk actually are, then show you the one or two systems worth building first.

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