Campus OS Demo

Live Pulse

The institution’s heartbeat. Right now.

Regional State University--:--:-- --

1,247

Students Active Right Now

of 8,420

3,891

Learning Events Today

quizzes, coaching, uploads, peer sessions

47

Signals Detected

trajectory changes requiring attention

14

Decisions Routed

8 resolved · 3 pending · 3 auto-handled

89

Interventions Active

coaching, peer matches, study groups

64.2%

Institutional Proficiency

↑ 0.3 from yesterday

Live Signal Feed

LIVE
10:42 AM

Elena Vasquez completed peer coaching session. Integration +8pts. Signal: trajectory improving.

Learning
10:38 AM

AI detected: 3 students in Psych 101 Section 2 struggling with statistical inference. Routed to outcome steward.

Alert
10:35 AM

Peer match created: Priya → Marcus (Derivatives). Match score: 91%.

AI Action
10:31 AM

Decision resolved: Dr. Kim approved Section 3 instructional review. Time: 22 minutes.

Resolved
10:28 AM

Financial aid alert: 2 students flagged for emergency fund eligibility. Routed.

Alert
10:24 AM

Study group formed: Calculus I Integration. 4 students. Wed 3pm.

Learning
10:19 AM

AI governance check: Fairness audit passed for Bio 201 intervention recommendations.

AI Action
10:15 AM

Prof. Martinez updated Chem 101 mastery thresholds. 3 students reclassified.

Resolved
10:11 AM

Signal: 5 students in English 102 showing declining engagement patterns over 7 days.

Alert
10:07 AM

Peer coaching session completed: Jake M. helped 2 students with membrane transport. Both +6pts.

Learning
10:03 AM

Auto-intervention: Personalized review materials sent to 12 students ahead of Psych midterm.

AI Action
9:58 AM

Decision routed: Nursing program requesting additional simulation lab hours. Sent to Dean of Health Sciences.

Resolved

Course Health Map

All active sections — color-coded by learning health

Healthy Watch Concern

BIO 201-1

Biology I

ENG 102-1

English Comp

MATH 151-1

Calculus I

52%

PSY 101-1

Intro Psych

CHEM 101-1

Gen Chemistry

HIS 201-1

US History

BIO 201-2

Biology I

ENG 102-2

English Comp

MATH 151-2

Calculus I

49%

PSY 101-2

Intro Psych

CHEM 101-2

Gen Chemistry

NUR 301-1

Nursing III

BIO 201-3

Biology I

44%

ENG 102-3

English Comp

MATH 151-3

Calculus I

BUS 101-1

Intro Business

SOC 101-1

Intro Sociology

CS 201-1

Data Structures

BIO 301-1

Genetics

ENG 201-1

British Lit

MATH 251-1

Linear Algebra

46%

PHIL 101-1

Intro Philosophy

ART 101-1

Intro Art

ECON 201-1

Microeconomics

PSY 201-1

Abnormal Psych

CHEM 201-1

Organic Chem

42%

SPAN 101-1

Spanish I

PHYS 101-1

Physics I

MUS 101-1

Music Theory

STAT 201-1

Statistics

The Old Model

What you’d see right now in the old model:

Nothing.

×The registrar’s mid-semester grade report comes out in 3 weeks.

×The retention office won’t see withdrawal data until Week 12.

×The provost gets a summary in January.

×By then, 340 students have already left.

AI Governance: All systems operationalFairness checks: 847/847 passedConfidence threshold: 91% avgHuman overrides today: 2Last anomaly: 8 hours ago (resolved)