Adaptive Response Network

Help should move with the emergency.

Guardian’s response network is designed around time-to-help, dynamic location coverage and human Safety Team coordination.

Core metric

Time-to-help

The goal is to shorten the gap between an active safety incident and meaningful assistance reaching the user.

Stationary

1 → 10 km adaptive expansion

Coverage progresses approximately 1, 1.6, 2.6, 4.1, 6.6 and 10 km until enough responders accept.

Moving

Four-zone response

A movement-aware cluster supports higher-speed incidents instead of leaving response coverage around an outdated SOS point.

How the dispatch logic reduces unnecessary alarms

Ring-band exclusion

When the radius grows, only responders in the newly reached band are targeted.

Per-alert deduplication

Client logic helps prevent the same responder from being alarmed repeatedly by re-rings.

Walk-drift re-ring

If a victim moves away on foot, the response area can follow their current position.

Moving-victim logic

The current design combines multiple speed signals, movement hysteresis and GPS-glitch rejection. At higher speeds, the response cluster can be planted ahead of the direction of travel, use bridge coverage between zones, expand a zone when responder availability is insufficient, re-anchor when the victim exits the cluster, and dismantle the moving model after stop detection.

The responder map is designed to use the same destination-point geometry as the backend so the visual response area matches dispatch calculations.