Frostbyte 2026 | Live Ops Demo

HeatShield AI

HeatShield is a real-time heat emergency platform that combines live weather, open map intelligence, and AI operations planning to protect the neighborhoods at highest risk.

Intervention Risk

32.7/100

High-Risk Zones

ER Visits (72h)

78.9

Prevented Cases

25.5

Scenario Controls

City model

City

Add any city

Temperature anomaly5 C

Additional daytime heat above city baseline

Humidity shift6 %

Humidity amplification relative to baseline

Grid stress42 %

Power instability and outage probability

Extra cooling centers2

Temporary heat shelters to deploy

Outreach coverage45 %

Vulnerable households reached with alerts

Mobile clinics1

Rapid-response clinical teams

Neighborhood Risk Map

Phoenix modeled at 27.1 C, 58% humidity, AQI 43.6

Fast-growing desert metro with severe urban heat island hotspots and uneven cooling access.Data: weather live-open-meteo, neighborhoods local-fallback

Risk ranking

Airport Corridor

Guarded

Population

71,000

Vulnerability

Risk drop

-6.7

Predicted ER visits

14.4

Main drivers: limited tree cover, severe local heat island, long hospital travel time

AI Response Playbook

Generate a city operations brief for the current scenario using Gemini on the server, with a deterministic local fallback if the model is unavailable.

Volunteer teamsResponse budget (USD)

Tactical checklist

Run a scenario and generate a playbook to populate tactical actions.

Generated Plan

No plan yet

Click Generate AI Playbook to create a full 72-hour operations brief for this scenario.