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Document retrieval and knowledge systems

Answers from your own documents, in seconds

A firm's documents are only worth what can be found in them. When retrieval is slow, people stop asking and start guessing, or they ask a colleague who is also guessing.

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Illustrative. Built around your firm, your clients and the systems you already run.

What it does

  1. 01

    Indexes the document estate you already have, wherever it sits

  2. 02

    Answers questions with the passage and the document behind the answer

  3. 03

    Keeps the index current as documents are added, without a rebuild

  4. 04

    Is designed so running costs do not climb with every document added, which is where these systems usually fail

This is the work behind the retrieval rebuild on the banking page: a platform used by central and investment banks, measured before and after on the client’s own question set.

Read the case study

Questions

How is accuracy checked?

Against a set of real questions with known answers, before and after, on your own documents.

Does it need our documents moved?

No. It reads them where they are.

What happens as the estate grows?

Cost per query is set by the design, so growth in the estate is planned for from the start.

Start with a conversation

The first conversation is free. We will talk through where your team’s time is going and tell you plainly whether we can help.

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Last updated 14 October 2026