Faculty command center
See the class behind the class average.
Identify risk earlier, understand weak concepts, and coordinate timely interventions from a single evidence-led workspace.
Class attendance
88.6%
+1.2%
Assignment completion
93.1%
+3.6%
Students needing support
17
-4 this week
Concept mastery
79%
+5 pts
Intervention queue
Ranked by urgency, evidence strength, and expected student benefit.
| Student | Risk | Evidence | Suggested next action |
|---|---|---|---|
| Dev Shah | High | Attendance dropped 14% across 3 weeks | Schedule advisor check-in |
| Nisha Raman | Medium | Weakness detected in normalization concepts | Assign targeted practice |
| Kabir Rao | Medium | Two assignments submitted late | Offer study plan review |
Weak topic radar
DBMS module 3 is the priority.
Normalization58%
Indexing64%
Transaction isolation71%
SQL optimization82%
AI intervention suggestion
Run a 20-minute micro-clinic on normalization before Friday’s lab. The model estimates it could reduce next assessment risk by 18%.