Campus OS Demo

The Signal Hub

One student’s learning signal radiates outward to every stakeholder who can act — simultaneously, with no hierarchy.

Elena Vasquez

Biology 201

42%was 58%
↓ declining

3 skills flagged

Dr. Okafor

Professor

Elena’s cell biology comprehension dropped 16pts in 2 weeks. Recommended: targeted coaching on membrane transport.

Maria Santos

Advisor

Elena’s trajectory suggests mid-semester withdrawal risk. Schedule check-in before Week 9.

Office

Financial Aid

If Elena withdraws, $18,400 in remaining tuition is at risk. Retention intervention cost: $420.

Jake Morrison

Peer Match

Jake Morrison mastered membrane transport 3 weeks ago. 94% match. Auto-suggest peer session.

Biology

Dept. Chair

Elena is the 4th student this week with membrane transport gaps. Possible instructional alignment issue in Section 3.

Academic Affairs

Dean

Bio 201 Section 3 has 6 students trending below intervention threshold. Pattern emerging.

AI Decision Log

LIVE

2:34 PM

Signal detected: proficiency drop >15pts in 14 days

Confidence: 0.91Routed to: Professor, Advisor, Financial Aid

delivered

2:34 PM

Peer match identified: Jake Morrison

Confidence: 0.94Routed to: Auto-suggested to both students

delivered

2:35 PM

Pattern detected: Section 3 membrane transport cluster

Confidence: 0.87Routed to: Dept. Chair

delivered

2:35 PM

Governance check: All signals passed fairness and confidence thresholds

Confidence: 1.00Routed to: System log

verified

Key Insight

In the old model, this information would take 3 weeks to reach the dean — via a grade report, aggregated by the registrar, summarized by IR, presented at a committee meeting.

In Campus OS, everyone sees it now.