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‹ All case studies AI & automation Sample project

Knowledge assistant

An assistant that answers staff questions from the company’s own documents and shows the source of every answer. Built for a growing team whose procedures lived in shared folders nobody could search.

What we did
AI assistantDocument searchAccess control
Built for
Growing teamsInternal knowledge
Kept human
Source linksOwner review

This is a sample project: an illustration of the kind of work we do, not a client engagement. The screen is a mock-up.

What makes it work

Three decisions that shaped the assistant

  1. Answers with sources

    Every answer links to the document it came from, so people can check it and trust it, or correct it.

  2. It respects who may see what

    The assistant only uses the documents the person asking is allowed to open, so it never becomes a way around permissions.

  3. Easy to keep current

    Each document has an owner. When one changes, the assistant picks up the new version and old answers stop appearing.

Scope

What we delivered

  • Document import from the shared folders
  • A chat assistant for staff, in the tools they already use
  • Source links on every answer
  • Permissions that follow the existing folders
  • A simple page for document owners
  • Training for the team and a short usage guide

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