Lessons from building the data layer for a national tertiary institution and three K-12 networks.
How to structure a single source of truth across SIS / LMS / finance / HR; the metric framework that actually predicts attrition; and the political traps in giving Deans live data.
Includes a worked example of the signal-to-noise ratio we use to prune dashboards back to ~7 metrics.
- Length
- 24 pages
- Updated
- 2026-02
- Format
Best for: Vice-Chancellors, registrars, ed-tech leads