In the dynamic landscape of Kenyan businesses, effectively managing the workforce is paramount to success. Biometric time attendance systems have emerged as a revolutionary solution, delivering unprecedented accuracy and automating the process. These systems utilize unique biological identifiers such as fingerprints or facial recognition to record