In the evolving business landscape of Kenya, organizations are constantly seeking innovative approaches to optimize operations and enhance efficiency. A significant area where advancements have revolutionized traditional methods is time attendance management. Biometric systems, leveraging unique biological identifiers like fingerprints or facial re