A useful first pass extracts the reporting period, revenue, costs, profit, cash position and notable movements. For long reports, AI helps reviewers jump directly to areas that need attention.

Beyond summarization, the system should flag unusual figures or wording and retain evidence for source verification.

Financial decisions still require responsible human review. AI is most useful when it turns a long report into a structured set of review questions.