At the PCL innovation centre, we have created a tool called Payroll Analysis Dashboard, which analyses the data before running the payroll.   
  
Payroll Analysis Dashboard enables a proactive approach to payroll errors, against the reactive approach, by identifying issues early, thus improving Payroll operational efficiency. In addition, the dashboard presents vital statistics like total errors and missing entries in different fields in a structured format which helps to eliminate pre and post-run errors.