I-monitor Iium Jun 2026

| Feature | i-Monitor IIUM | Starfish (US/UK) | SEAtS (Global) | |---------|----------------|------------------|----------------| | Cost | Internal development (no license) | $$$ per student/year | $$ per student/year | | Predictive analytics | Basic ML (2022+) | Advanced (retention models) | Moderate | | Attendance integration | Manual entry + kiosk | RFID/Beacon | Bluetooth beacon | | Customisable alerts | Yes (admin only) | Yes (faculty) | Yes | | Mobile app | No | Yes | Yes | | Intervention logging | Yes | Yes (rich templates) | Basic |

: If available, present any initial data on the effectiveness of "i-monitor". This could include improved student outcomes, enhanced faculty performance, or more efficient administrative processes. i-monitor iium

NOTICE ON SUBMISSION OF RESEARCH PROGRESS REPORT VIA I-MONITOR – Centre for Postgraduate Studies (CPS) International Islamic University Malaysia | Feature | i-Monitor IIUM | Starfish (US/UK)