Statement imports are easier to trust when cleanup is treated as a small data pipeline. Preserve the source PDF or CSV, normalize dates and decimal separators, map columns explicitly, then reconcile opening and closing balances. This Bank Statement Converter reference may help with the conversion step: https://bankfiletool.com/ I still spot-check several rows before exporting because clean formatting is not the same as correct data.