The Blind Spot in Public Health
Educational Psychologists work case-by-case. But risks are often systemic. A bullying outbreak at one school, a spike in neglect in one postcode, or a sibling at risk in a different school.
Human oversight cannot scale to connect these dots in real-time. The Guardian can.
School Clusters
Is School X seeing a sudden spike in Self-Harm reports?
Sibling Propagation
If Child A is high-risk, is their sibling (Child B) being watched?
Autonomous Intelligence
The Guardian runs 24/7 in the background of your MindKindler instance.
1. Continuous Scan
Every night, the engine aggregates anonymized clinical tags from all active cases in your jurisdiction.
2. Pattern Recognition
It groups data by School, Postcode Sector, and Family linkage to identify statistical anomalies.
3. Proactive Alerting
District Admins receive a "Risk Radar" report, allowing proactive intervention *before* a crisis occurs.