Your AI database answer needs a freshness window

AI answers can sound current even when the data is not. That is a problem for database-connected agents. If a user asks about revenue, incidents, inventory, failed payments, or usage, “probably recent” is not good enough. The answer needs a freshness window. Freshness is part of the answer A database answer should say when the data was read and what scope it represents.