As technology evolves, so do biometric attendance systems. Future trends promise to enhance efficiency, security, and user experience, revolutionizing workplace management. A significant trend is the integration of artificial intelligence (AI) and machine learning. These technologies enhance the accuracy and speed of biometric recognition systems.