Faculty Dashboard
Classroom Pulse
Real-time engagement metrics and AI-powered suggestions
Live Session
78%
Engaged
Class Engagement
+5% from last session
Active Participants
22/28
Questions Asked
14
Comprehension
82%
Attention Score
75%
Student Engagement Heatmap
FA
92%
AM
78%
LH
85%
OK
45%
SF
88%
NA
72%
YK
95%
RB
38%
MA
82%
ZA
68%
HS
90%
JD
55%
KL
75%
PQ
63%
RS
88%
TU
70%
VW
82%
XY
91%
Real-time Alerts
Omar K. disengaged
Engagement dropped 40% in last 15 minutes
Group 3 struggling
3 students showing confusion patterns
High participation
Class average up 15% from yesterday
AI Suggestions
Quick Win
Call on Ahmad next
Hasn't participated in 10 minutes, usually very engaged
Group Strategy
Pair Omar with Fatima
Peer support may help re-engage struggling student
Timing
Break in 5 minutes
Engagement typically dips after 25 minutes
Historical Comparison
Today
78%
+5%
This Week Avg
74%
+3%
This Month Avg
71%
+8%
Class Record
92%
Nov 15
