Monitoring Dashboards and Alerts

Platform

Track request count, error rate, latency, context resolution failures, wrong-school attempts, authorization failures, and feature flag state by school.

Finance Alerts

balance mismatch detected
payment mutation without audit log
wrong-school payment file attempt
finance exception spike

Attendance Alerts

scanner error spike
duplicate scan spike
badge not found spike
attendance mutation without audit

Students Alerts

identifier collision spike
student creation failure spike
wrong-school guardian link attempt

Communication Alerts

bulk send without preview attempt
provider failure spike
retry storm
wrong-school recipient attempt

Reporting Alerts

sensitive export by unauthorized actor
report export without audit
scheduled report failure spike

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