10.8M
students chronically absent nationally
22%
national chronic absenteeism rate — up from 15% pre-pandemic
5 signals
behavioral components feed every risk score in real time
Hall passes, event screening, and student data — all in one platform.
Real-time pass creation, approval workflows, emergency lockdown mode, overtime tracking, and no-contact group enforcement.
School event creation with capacity management, disciplinary blocking, facility scheduling, and status tracking.
Role-based staff profiles, login provisioning, student enrollment, and building/facility management.
Pass history, student summaries, frequent flyer identification, pass type breakdowns, and staff usage reports.
Five behavioral signals (absence rate, consecutive streaks, 30-day trends, day-of-week patterns, and early warning spikes) feed a risk score that surfaces students who need intervention now, not next semester.
Gen AI Intervention Engine
AI agents reason over the full student timeline, draft parent communications, and route to coordinators. No template dispatches. Every agent decision is logged as structured JSON for FERPA audit.
Event Ingestion
Swipe, QR, and NFC events captured with Ed25519 cryptographic signatures.
Signal Derivation
Nightly and real-time jobs compute behavioral signals from raw attendance data.
Risk Scoring
Python FastAPI microservice scores every student using 5 weighted signal components.
AI Triage
Agentic workflows reason over student context and draft contextual parent outreach.
Coordinator Review
Human-in-the-loop always. One-click approve, edit, or escalate.
Every AI decision on student data has a human-reviewable audit trail.
FERPA Compliant
All AI agent actions log full reasoning chains. Student data stays within contracted educational purpose.
Ed25519 Signed Collection
Every attendance event is cryptographically non-repudiable. No data can be fabricated or replayed.
COPPA 2025 Ready
No biometrics, no photos, no third-party sharing without explicit district consent.
Data Minimization
No raw parent PII stored — SHA-256 hashed contact IDs only. Raw data stays in the district SIS.
k-Anonymity Benchmarking
Cross-district cohorts with fewer than 5 districts are suppressed. No identifiable cross-tenant data.
Zero Trust Architecture
Breeze verifies every device, network, and user. Only the cryptographic signature is trusted.
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