Kenya's business landscape is rapidly evolving, with a growing emphasis on efficiency and productivity. Currently, time management has been a challenge companies. To address this, a wave of innovative technologies has emerged – time attendance systems. These automated platforms offer real-time tracking of employee attendance records, streamlining