Student Outcome Intelligence Demo

Interactive front end for the generated dropout-risk prototype: advisor risk list, model validation, faculty patterns, fairness checks, and audit-ready explanation fields.
As of Model Generated
Students scored
0
Active students in the Spring 2026 dummy scoring cohort.
Red cases
0
Highest-priority advisor queue.
Amber cases
0
Students worth monitoring or light-touch outreach.
Holdout ROC-AUC
0.00
Demo validation using point-in-time Autumn 2025 snapshots.

Advisor Risk Queue

0 matching students ยท Showing top 250
Reasons

Fairness Checks

Flag rates and error rates are demo-only because Spring 2026 labels are generated for illustration.
Group Value Students Label rate Avg score Flag rate Recall False positive rate
This is a synthetic demo. The front end reads embedded generated data from this HTML file and can be opened directly without a server. Production would add authentication, row-level access, intervention logging, and approved data governance controls.