Banking and financial services institutions deal with large volumes of manual reconciliation works. Invoice processing, authenticity verification of invoices, signature forgery verifications, extracting digitizing information from handwritten forms, manual matching of records and invoices etc. Some of the few inefficiencies associated with manual statement reconciliation are duplication in information, more than one transaction, date/time differences, human errors and date format discrepancies.