Campus intelligence
Students
Identify students who may need support earlier, explain why, and coordinate intervention.
Sample students
24
High support priority
7
Medium support priority
11
Open sample cases
3
Resolved sample cases
1
Why are students at risk?
Illustrative institution-wide scenario; the directory below contains 24 sample records
Attendance decline
38%
Academic performance
27%
Low LMS engagement
19%
Missed assessments
10%
Other
6%
Synthetic student directory
24 synthetic records shown
| Student | Program | Year | Risk | Risk Score | Attendance | LMS Activity | Academic Trend | Primary Signal | Intervention Status | Advisor | Action |
|---|---|---|---|---|---|---|---|---|---|---|---|
| MSMiguel Santos | BS Computer Science | Year 1 | High | 87 | 72% | 61% | Declining | 3 missed assessments | Active | Maria Cruz | |
| ARAngela Reyes | BS Civil Engineering | Year 2 | High | 86 | 73% | 62% | Declining | Attendance + grades | Awaiting review | Joel Abad | |
| PGPaolo Garcia | BS Information Technology | Year 3 | High | 85 | 74% | 63% | Declining | Low LMS activity | Active | Katrina Ong | |
| SMSofia Mendoza | BS Architecture | Year 4 | High | 84 | 75% | 64% | Declining | Recent assessment decline | Resolved | Samuel Uy | |
| CVCarlo Villanueva | BS Business Administration | Year 1 | High | 83 | 76% | 65% | Declining | Repeated absences | No case | Liza Ramos | |
| BNBianca Navarro | BS Nursing | Year 2 | High | 82 | 72% | 66% | Declining | 3 missed assessments | No case | Maria Cruz | |
| RBRafael Bautista | BSEd Mathematics | Year 3 | High | 81 | 73% | 67% | Declining | Attendance + grades | No case | Joel Abad | |
| JFJasmine Flores | BS Electronics Engineering | Year 4 | Medium | 65 | 88% | 78% | Stable | Low LMS activity | No case | Katrina Ong | |
| DRDiego Ramos | BS Computer Science | Year 1 | Medium | 72 | 81% | 79% | Watch | Recent assessment decline | No case | Samuel Uy | |
| NCNina Castillo | BS Civil Engineering | Year 2 | Medium | 71 | 82% | 80% | Stable | Repeated absences | No case | Liza Ramos | |
| GAGabriel Aquino | BS Information Technology | Year 3 | Medium | 70 | 83% | 71% | Watch | 3 missed assessments | No case | Maria Cruz | |
| MDCMara Dela Cruz | BS Architecture | Year 4 | Medium | 69 | 84% | 72% | Stable | Attendance + grades | No case | Joel Abad | |
| EMEnzo Mercado | BS Business Administration | Year 1 | Medium | 68 | 85% | 73% | Watch | Low LMS activity | No case | Katrina Ong | |
| ITIsabel Torres | BS Nursing | Year 2 | Medium | 67 | 86% | 74% | Stable | Recent assessment decline | No case | Samuel Uy | |
| LFLuis Fernandez | BSEd Mathematics | Year 3 | Medium | 66 | 87% | 75% | Watch | Repeated absences | No case | Liza Ramos | |
| ASAndrea Salazar | BS Electronics Engineering | Year 4 | Medium | 65 | 88% | 76% | Stable | 3 missed assessments | No case | Maria Cruz | |
| MDMarco Domingo | BS Computer Science | Year 1 | Medium | 72 | 81% | 77% | Watch | Attendance + grades | No case | Joel Abad | |
| CVCamille Valdez | BS Civil Engineering | Year 2 | Medium | 71 | 82% | 78% | Stable | Low LMS activity | No case | Katrina Ong | |
| NLNathaniel Lim | BS Information Technology | Year 3 | Low | 38 | 95% | 89% | Improving | Steady participation | No case | Samuel Uy | |
| FTFrancesca Tan | BS Architecture | Year 4 | Low | 39 | 96% | 90% | Improving | Steady participation | No case | Liza Ramos | |
| JPJosef Padilla | BS Business Administration | Year 1 | Low | 40 | 93% | 91% | Improving | Steady participation | No case | Maria Cruz | |
| AMAlyssa Manalo | BS Nursing | Year 2 | Low | 41 | 94% | 92% | Improving | Steady participation | No case | Joel Abad | |
| VSVince Soriano | BSEd Mathematics | Year 3 | Low | 42 | 95% | 93% | Improving | Steady participation | No case | Katrina Ong | |
| RERica Evangelista | BS Electronics Engineering | Year 4 | Low | 43 | 96% | 94% | Improving | Steady participation | No case | Samuel Uy |