Find relevant passages in document leaks

Investigative newsrooms find the relevant passages in large document leaks

Needs setupAI Act: no extra obligationsResearching & comparingJournalism & publishing

Fits: Legal & compliance · Creative & media production

You find the passages relevant to your research question faster in tens of thousands of documents: names, payments, dates, contradictions. The AI delivers leads with their location; the newsroom checks and decides.

Is this for you?

  • You work with volumes of documents from leaks, files or freedom of information requests that cannot be reviewed by hand.
  • You can run or use an isolated environment in which the material and the source are protected.
  • In-house or among your partners there are people who can prepare data, for example a data team.
First step today

Put together a small set from public documents, for example published files from public authorities, or from test documents you have written yourself, and use the template below to search it for a research question. Real leaked material never belongs in a publicly available assistant, not least because of source protection.

How to go about it

  1. Define the research question and search criteria
  2. Secure the material and index it in an isolated environment
  3. Have the documents searched in a targeted way
  4. Check hits in the original document
  5. Organise evidence in a timeline and list of facts
  6. Record search lists and the checking process for further investigations

Templates to copy

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The complete guide

  • 6 steps explaining exactly what to do
  • 3 proven templates to copy into your own AI
  • Safe use: data, checking, deciding, informing
  • Pitfalls, effort and how to recognise success

With the training you get all 430 guides for as long as your access runs.

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Same approach, other use cases

17 more use cases follow the pattern “Researching & comparing”.

JV-04 · Legal status 08.10.2026