Northbridge University•Faculty of EngineeringDemo Scenario Time: 10:02 PKT (Synthetic Dataset)Simulated AI · Deterministic Demo

Department of Computer Science

Operating perspective: Dr. Muhammad U. S. Khan (Dean of Academics) · Executive Academic Cockpit

8 Timetabled Classes · 348 Total EnrolmentsPresenter Mode

Total Enrolled Seats8 Classes

348

Sum of 8 daily class rosters

Active Classes

3 Live

8 scheduled today

Attendance Rate↑ 92% Avg

62%

101 of 163 active

Faculty Punctuality0 Alert

88%

CS-315 delay flagged

ERP Outbox SyncedVerified

Batches posted today

AI Executive Academic Brief

Morning Session

Faculty Delay: CS-3152m Delay

Dr. Usman Tariq has not yet arrived for CS-315 in Room B-210 (2 min past scheduled 10:00 start). 4-week compliance alert flagged.

Spatial Optimization: CS-11040.7% Util (89 Vacant)

CS-110 (61 enrolled) in Grand Auditorium (150 cap). Attempted swap to A-101/A-105 (60 cap) rejected by Guardrail (-1 seat deficit).

Low Attendance Risk: CS-35014 Students

14 students are currently below 75% examination eligibility threshold in semester tracking.

Positive Trend: 94% on-time lecture commencement in Block A & C.

Department Health Index

Grade A

91/ 100

Attendance Rate (40%)92%

Faculty Punctuality (25%)88%

Room Space Safety (20%)90%

Exception Resolution (15%)96%

Policy: Attendance (40%), Punctuality (25%), Room Space (20%), Triage (15%)

Campus Spatial Pulse

Block A (CS Main)94% Fit

113 / 120 seats occupied (A-101, A-105)

Block B (Computing)94% Load

80 / 85 seats occupied (B-204, B-210)

Block C (AI Labs)93% Fit

28 / 30 seats occupied (Lab C-3)

Quadrangle & GatesLow Flow

42 aggregate corridor count

Privacy Guardrail: Strictly anonymous headcounts · Zero biometric tracking.

Executive Decision Centre (Dean Approvals)

Prioritized operational interventions requiring human authorization.

Interactive Simulated Actions

DEC-01 · Faculty10:02 PKT

CS-315: Ping Dr. Usman Tariq

Faculty not yet detected in Room B-210 (2 min past 10:00 start). Automated ping ready for dispatch.

DEC-02 · Spatial10:02 PKT

Reassign CS-110 to Auditorium

61 students cannot fit in A-101/A-105 (60 cap). Confirm allocation to Grand Auditorium (150 cap).

DEC-03 · Advisory10:02 PKT

CS-350 Attendance Warning Push

14 students under 75% threshold. Push automated guidance notices to student mobile portal.

Active Department Timetable Board

Click any course row to inspect class roster, facial match telemetry, and student audit

Department Total: 348 Enrolments

Time	Course	Room	Lecturer	Start Time	Status	Present / Enrolled	Attendance %	Method
08:30–09:50	CS-201Programming Fundamentals	A-101	Mr. Bilal Ahmed	On time (08:31)	Ended	49/55	89%	Lecturer scan
10:00–11:20	CS-301Data StructuresDEMO CLASS	B-204	Dr. Ayesha Malik	Present (10:02)	Live	0/42	0%	Lecturer scan
10:00–11:20	CS-315Database Systems	B-210	Dr. Usman Tariq	Not yet arrived (2 min delay)	Live	33/38	87%	Student app
10:00–11:20	CS-402Machine Learning	Lab C-3	Dr. Sana Qureshi	On time (09:58)	Live	19/28	68%	Class kiosk
11:30–12:50	CS-220Discrete Mathematics	A-105	Mr. Hassan Raza	Expected	Scheduled	0/58	0%	Lecturer scan
11:30–12:50	CS-350Software Engineering	B-204	Ms. Fatima Noor	Expected	Scheduled	0/40	0%	Student app
13:00–14:20	CS-430Computer Networks	Lab C-1	Dr. Kamran Ali	Expected	Scheduled	0/26	0%	Class kiosk
14:00–15:20	CS-110Intro to Computing	Auditorium	Ms. Hira Javed	Expected	Scheduled	0/61	0%	Lecturer scan

CS-201Programming Fundamentals

49/55 (89%)

08:30–09:50 · A-101Mr. Bilal Ahmed

CS-301Data Structures

0/42 (0%)

10:00–11:20 · B-204Dr. Ayesha Malik

CS-315Database Systems

33/38 (87%)

10:00–11:20 · B-210Dr. Usman Tariq

CS-402Machine Learning

19/28 (68%)

10:00–11:20 · Lab C-3Dr. Sana Qureshi

CS-220Discrete Mathematics

0/58 (0%)

11:30–12:50 · A-105Mr. Hassan Raza

CS-350Software Engineering

0/40 (0%)

11:30–12:50 · B-204Ms. Fatima Noor

CS-430Computer Networks

0/26 (0%)

13:00–14:20 · Lab C-1Dr. Kamran Ali

CS-110Intro to Computing

0/61 (0%)

14:00–15:20 · AuditoriumMs. Hira Javed