Academic discipline plays a crucial role in enhancing students' educational performance, but the traditional attendance registration process is time-consuming and prone to errors. Smart attendance systems offer an effective solution to this problem by using technologies such as facial recognition, fingerprints, or AI-based applications.<br />These systems rely on cameras or sensors that automatically identify students when they enter the classroom, eliminating the need for manual registration. They also provide accurate reports on attendance and absenteeism, helping educational institutions monitor students' adherence and offer appropriate support when needed.<br />An additional benefit of these systems is the reduction of attendance fraud, as they prevent students from marking their peers' attendance. Some systems also alert parents in case of frequent student absences, enhancing communication between the school and the family.<br />With the ongoing development of technology, these systems are expected to become a standard feature in educational institutions, improving the efficiency of classroom management and enhancing academic discipline.<br /><br /><br />Al-Mustaqbal University is the first University in Iraq.