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Case study · Corporate Knowledge Base

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

Five departments' knowledge - 350+ documents - in one well-structured base, with an AI layer on top that answers in plain language: complete, reasoned answers drawn from the whole business, with the sources there to check. It even drafts client offers.

5 departments, one basereasoned answersdrafts offers
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Live reconstruction

Ask the base - watch the graph light up its sources

5 departmentsone base instead of silos
350+ documentsread and reasoned over
secondscomplete answers
The problem

The company knows the answer. No single person does.

Company knowledge covers pricing, policies, processes, contracts and addenda, plus rules and exceptions held in people’s heads. It is often spread across several places. 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. The knowledge base could prepare a client offer almost instantly. It identified what the customer needed, priced it and wrote it 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. The same company knowledge can prepare customer replies as well: see how the support copilot drafts a sourced answer for approval.

What changed

The outcomes, in plain numbers

  • 5 departments, 350+ documents - one base instead of 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

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Have a similar workflow? Let's map it.

We start with the AI Opportunity Audit - a fixed A$2,000: we map where the hours and the risk actually are, then show you the one or two systems worth building first. This base answers across 5 departments in seconds.

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