Find the details behind a business question

Name the customer, project, person, or period you are asking about. The assistant can use that context to search the records available to it, rather than requiring you to retell every detail in the conversation.

The useful answer should say what is known, where it came from, and what still needs checking. If the available records disagree, the difference is part of the answer rather than something to smooth over.

Areinum uses a persistent graph to find relationships in company information. In the demo, the graph indexes metadata such as titles, names, dates, addresses, and identifiers. Those connections help find related records without treating a full copy of every document as a single block of text.

When more detail is needed, the assistant can read selected record text. Check that the relevant record or attachment is available and that the information is current.

Imagine a small renovation firm trying to understand why a cabinet installation moved from May 12 to May 19. The available records include an original appointment, a supplier message about a delayed shipment, and a later confirmation with the customer.

A useful response would identify the original date, the supplier message, and the later confirmation, with their dates and sources. If the confirmation is missing, the answer should leave customer agreement unresolved.

A source tells you where to inspect a statement; it does not automatically prove that the underlying message was correct or final. Read the relevant record when the consequence matters, especially if another person has changed the plan since then.

Demo answers can include a data-up-to marker. Use that date alongside the record dates to judge whether you need a newer source or a direct confirmation.

1. Name the matter and the date range.
2. Read the cited record behind the important point.
3. Check whether a newer update changes the situation.
4. Resolve any missing or conflicting detail before acting.