In today's rapidly evolving business landscape, organizations in Kenya are constantly seeking innovative solutions to improve operational efficiency. One such groundbreaking technology that has acquired significant traction is biometric time attendance. This system leverages {unique{ biological identifiers, like fingerprints or facial recognition,