How do I generate a management summary from business data automatically?

Start with a controlled set of metrics and rules for what counts as a meaningful change. Generate a short summary that highlights movement, exceptions, and items needing attention, and keep links to the underlying data. Do not let the summary invent causes that the data does not support.