This case study details the implementation of an automated performance evaluation system at the Manatee County Sheriff’s Office. The previous evaluation system was unable to support the complex public safety evaluation processes, leading to significant manual work for the HR department. Employees had to manually update hire and probation dates, which was time-consuming and inefficient. The new configurable solution automates the evaluation process, adjusting schedules automatically based on specific actions or defined dates. This change has resulted in the elimination of tedious manual updates, saving over 2,100 hours of HR work since 2018. Additionally, the integration of performance management with the payroll system ensures that employee changes are instantly reflected in both systems, further enhancing efficiency and accuracy in managing personnel actions.