Common patterns that need review
Large unexplained deposits, frequent overdrafts, returned payments, cash advances, payroll inconsistencies, round-dollar transfers, and sudden balance drops may all require explanation.
A red flag is not automatically a rejection. It is a prompt for documentation, policy review, or a reviewer note tied back to the source statement.
Why structured rows help
Once the statement is in rows, reviewers can filter by amount, counterparty, keyword, date range, and transaction direction. This is much faster than scanning every PDF page manually.
Structured data also makes it easier to separate income deposits from transfers between accounts, refunds, loan proceeds, and one-off credits.
Keep an audit trail
Every flagged transaction should retain a link to the source row or page evidence. Reviewers need explainability, especially when asking applicants for additional documentation.
If conversion confidence is low, correct the rows before analysis. Do not build exception logic on unreliable extracted data.
FAQ
Are overdraft fees always a problem?
Not always. Frequency, recency, and lender policy matter. The point is to identify patterns that may require explanation.
Can software automatically decide which red flags matter?
Software can surface patterns and speed review, but final decisions should follow the lender's policy and compliance process.