In the current, accelerated and data-driven business landscape, organizations are increasingly recognizing the value of human capital as a key driver of success. Human Resources departments (HRH) play a significant role in managing and maximizing the potential of the workforce. One of the main resources used is payroll receipts data. Payroll receipts contain a lot of information that, when used effectively, can revolutionize human resources assessment practices and unlock the full potential of human capital within any organization, improving efficiency, optimizing processes, mitigating risks and providing better services to its customers.