Humanitarian network integration

Disaster & Humanitarian Aid Framework

Real-time population strain sensing across the Love Key Help Network: Prepare → Respond → Recover → Heal → Coordinate.

1. First Aid AngelPREPARE

Educational gaps, readiness checklists and pre-event capacity sensing.

2. Crisis CompassRESPOND

Active hazard footprint, life-safety urgency and rapid ESI strain telemetry.

3. Aid AngelRECOVER

Financial assistance, grants and housing demand with burn-on-write privacy.

4. Guardian GuideHEAL

Community emotional strain and psychological care pulse — no profiling records.

5. Love Key LinkCOORDINATE

Care circle support states, coordinated without raw GPS or identity retention.

Signal mapping & burn schedule

Sensitivity tier	Example action	Data lifecycle
Tier 1 (Low)	Preparedness course start	90-day automatic decay
Tier 2 (Medium)	Disaster recovery search	30-day signal expiry; minimised in 24h
Tier 3 (High)	Financial aid inquiry	Session-only default; marketing blocked
Tier 4 (Critical)	Immediate danger / crisis prompt	Burned on write immediately

Geographical boundaries

Telemetry strictly avoids raw GPS coordinates, operating at regional scope (local government area / postcode) using Help Locale Packs.

Privacy requirement: k-anonymity density threshold N ≥ 50 signals per regional zone.

Core ethical safeguards

Coordination, not surveillance: real-time demand measurement with zero persistent ad profiling.
Hard-coded suppression: commercial offers are disabled in crisis or high-urgency states.
Multi-event portfolio reserve: allocation models reserve capacity to avoid starving adjacent regional crises.