The implementation of biometric time attendance is rapidly changing the scene of office hour monitoring in Kenya. Historically, manual systems were vulnerable to inaccuracies and easily subject to fraud. Now, contemporary fingerprint solutions, utilizing facial scanning technology, offer enhanced reliability, reducing payroll mistakes and optimizin