A source-citing document assistant: when is it worth it?
In teams where the same questions about policies, contracts or product documents come up again and again, an assistant that finds the answer in the documents and shows its source saves time. What matters is that it does not invent answers and that every answer can be checked.
When it helps
- Internal policies and procedures that many people ask about.
- Support teams who need quick answers from product documentation.
- Finding a specific clause in long contracts or technical documents.
What a good assistant does
- Shows the relevant document and section beside document-based claims; whether the source supports each claim must still be checked.
- Is designed to abstain when sources are insufficient, although this does not fully eliminate incorrect answers or citations.
- Access permissions are enforced and tested during retrieval, so unauthorised content is not sent to the model.
- Document changes are propagated to the search index, and freshness is tested.
How it is built
- Agree the document set and the 20–30 most common questions.
- Split the documents into sections and make them searchable.
- Set up the assistant to answer only from the sections it finds, and to cite them.
- Test it on the questions and fix wrong or unsourced answers.
Example
Mercek is a Minimolo concept prototype illustrating source-referenced answers across five policy and project documents. In a real project the same approach is adapted to your documents and your chosen model.