Today's healthcare providers are faced with the convergence of remittance data from multiple payors, all of which occur at different frequencies. This data is often hand-typed into practice management systems, financial applications, General Ledgers, etc. Consequently, the revenue cycle process is inefficient and is fraught with potential data quality errors when humans are manually updating accounts with remittance data.