SYNTHETIC TEACHING EXAMPLE — NOT A REAL BANK STATEMENT Before: fictional detail-heavy input Name: Example Person Address: 123 Example Street, Example City (fictional) Account: [fictional account identifier] Statement reference: [fictional reference] Dates: a fictional monthly period Transactions: Grocery store A: $125 Restaurant B: $45 Streaming service C: $30 After: manually reconstructed category totals for a bounded question Groceries: $125 Dining: $45 Subscriptions: $30 Total: $200 Question: Do these category amounts sum correctly? What additional information would be needed to decide whether the subscription is worth keeping? This reconstruction omits identity, account identifiers, exact dates and merchant identities. It cannot establish usage, refunds or duplicate renewals. Even category totals can be sensitive; decide whether sharing is necessary first. This is not a PDF redaction tool. For an actual exported document, verify that removed text cannot be selected, copied or searched. A rectangle over text does not prove removal. Inspect the final file and the recipient's data policies.