Risk scores updated daily from 5 weighted factors:
- Course-Role Fit Score: 28%
- Attendance Velocity: 24%
- Employer Engagement: 20%
- Assessment Trajectory: 18%
- Time-to-Placement (post-grad): 10%
Score > 65: High Risk · 40–65: Medium · <40: Low
| Name | Course | Risk | Attendance | Trend | Engagement | Days | AM | ||
|---|---|---|---|---|---|---|---|---|---|
| Ahmad Faris | Cloud Infrastructure Engineer (CIE) — SCTP | 78 | 62% | ↓ | No match 45d | 14d | Unassigned | ||
| Priya Nair | Business Analyst (BA) — SCTP | 71 | 85% | ↓ | Dropped 30d | 8d | John Lim (AM) | ||
| James Tan | Full-Stack Software Developer (FSSD) — SCTP | 45 | 85% | ↓ | N/A | 2d | Sarah Tan |