The implementation of fingerprint time tracking is rapidly reshaping the landscape of office hour management in Kenya. Previously, manual systems were susceptible to inaccuracies and frequently subject to abuse. Now, modern digital solutions, utilizing facial identification technology, offer greater accuracy, decreasing salary errors and optimizing