A Time Attendance System in Singapore is a digital tool that tracks employee working hours, attendance patterns, overtime, and leave data, while adhering to Singapore's employment regulations. It automates the clocking in and out process, manages shift schedules, and integrates attendance records with payroll to enhance accuracy and efficiency.