An empty chat box asks the operator to reconstruct the business before it can help. Context-aware assistance starts from the information the team has already created through daily work.
Grounding before generation
The relevant record, open work, permissions, and source material should be assembled before a response is produced. The answer must show enough evidence to be checked.
Action is the real interface
The most valuable output is often not prose. It is a prepared follow-up, a created task, a surfaced risk, or a decision the operator can approve.
