Globe From Home · 2026

Heat
ResilientSchools.

The world's first heat literacy and action platform for schools — combining source-based learning with AI-enabled heat intelligence to enable every school to monitor, manage, and respond to heat risk in real time.

Trusted by Columbia Climate School British Council American Federation of Teachers Government of Dominica
171M
children affected by heatwaves disrupting school in 2024
UNICEF · 2025
2B+
children will face heatwaves by 2050
UNICEF · 2022
Click here to learn more about extreme heat's impact on schools

We are building a global network of heat-resilient schools — equipped to manage heat risk in real time.

A connected system that builds heat literacy and combines real-time data with shared global learning — enabling schools to monitor, respond to, and continuously improve how they manage heat risk.

Live activity
847,320
Readings processed today
across pilot network
Active heat event
Pilot school
Phase 2 expansion
Ahmedabad pulsing · real heat event today
Pilot network
Ahmedabad · India10 schools
Phoenix · USAMonth 6
London · UKMonth 6
Kerala · IndiaMonth 9
DominicaMonth 12
Nairobi · KenyaMonth 15+
São PauloMonth 15+
Partners

A heat resilience platform that combines
learning and real-time intelligence.

Pillar 01 · Heat Literacy
Understanding heat is the first step to managing it.

The platform builds foundational heat literacy through structured modules — from understanding extreme heat to implementing practical resilience measures. Built on our unique source-based pedagogy, schools learn from real-world solutions and global best practices. Through virtual field visits, participants see what works, understand why it works, and apply it locally — turning heat from a hidden risk into action.

Heat Resilience Strategies — source-based learning materials
Foundation · Global best practices · Field visits
Pillar 02 · AI Heat Intelligence System

From real-time data to real-time decisions.

The platform transforms schools into live heat intelligence systems — combining sensors, environmental data, and AI to continuously monitor conditions at the school level. Schools receive real-time alerts, risk scores, and prioritised actions, enabling immediate and informed responses. This is not passive data — it is decision intelligence embedded into daily school operations.

School heat intelligence — sensors and AI agents producing alerts and insights
Sensors · Data · AI agents
Pillar 03 · Networked Heat Intelligence

From individual schools to a global heat intelligence network.

Every school becomes a live node — generating data on heat conditions, responses, and outcomes. As more schools participate, a shared intelligence layer emerges, revealing patterns across regions and identifying what interventions work best. This enables benchmarking, comparison, and continuous improvement — building a powerful, evidence-based understanding of heat resilience at scale.

A global network of heat-resilient schools connected as live nodes
Nodes · Data · Network intelligence

6 learning modules. 4 AI agents.
One resilient school.

The curriculum schools learn from, and the AI agents that run inside every school day. Built to be used, not just consulted.

Every school gets their own dashboard. This is Navjeevan's view, right now.

app.heatresilientschools.org/navjeevan-primary/dashboard
LIVE
Navjeevan Primary · Ahmedabad
Learning
Learning modules
Monitoring
Vulnerability score
Live alerts 1 new
Digital heat audit 54%
Campus heat map
Action
Recommendations
Water bell schedule
Symptom tracker
Progress
7-step tracker
Parent SMS log
Course · M3 in progress
Monitoring/Vulnerability Score
Today's vulnerability
Computed 14:32 IST · methodology v0.1 · CDRI-grounded
Updating
v0.1
Today's score
8.3/ 10
LowModHighSevere
7-day avg 7.1 · ↑ 1.2 vs yesterday
Building30% weight
8.0/10
Metal roof · low ventilation · 1987
Environmental30% weight
7.0/10
Heat index 52°C · AQI 180
Operational20% weight
4.0/10
Action plan live · 2 trained staff
Health20% weight
5.0/10
Clinic 2.1km · ORS stocked
Campus heat map
Cool
Warm
Hot zone
Hottest: metal-roof classrooms 3 & 4
7-step progress
Risk assessment
100%
Early warning
100%
Staff training
100%
Physical measures
62%
Response protocol
74%
·
Community coord.
20%
·
Continuity plan
10%
Water bell · today
14:45
Next bell · 13 min
10:00✓ Bell rang · 96% stocked
11:30✓ Bell rang · 92% stocked
13:00✓ Bell rang · 88% stocked
14:45◉ Next · 30min cadence (ORANGE)
16:15Scheduled
Cadence auto-adjusts: 60min GREEN · 30min ORANGE
01
Vulnerability score
Per-school 0-10 rating · full factor breakdown · versioned methodology
02
Live alerts
Green · Yellow · Orange · Red thresholds tailored to each school
03
Digital heat audit
CDRI checklist digitised · completed during course Module 3
04
Action recommendations
AI-drafted, evidence-cited, personalised to the school's risk profile
05
7-step progress tracker
CDRI Heat Smart School framework completion, per school
06
Water bell
Hydration bell that auto-adjusts cadence based on current heat index
07
Symptom tracker
Teachers log heat incidents · builds the dataset no one else has
08
Parent SMS log
Every message dispatched, consent record, delivery status
09
Campus heat map
Hottest zones within each school campus · powered by IoT sensors
Course deployment
Month 2 live
Teachers finish with a live system, not a document in a drawer.
M1 · Dashboard literacy92%
M2 · Alert response78%
M3 · Heat audit54%
M4-M6 · Actions, Water bell, Full systemMonth 4+
M1
Understanding Heat
→ AIHeat Monitor (Haiku)
Live dashboard, NOAA heat index, school-specific, every 15 min
M2
Personal Resilience
→ AIAlert Engine (Haiku)
Personalised SMS + email, CDRI templates, keeps school open = protects girls
M3
Heat Mapping
→ AIRisk Scorer (Sonnet)
Vulnerability Score /10, 4 domains, flags zones girls avoid
M4
Cooling Solutions
→ AIForecaster + Scorer (Sonnet)
Ranked AI interventions. Solar fans: 2.5°C equivalent, off-grid, GCF-eligible
M5
Daily Operations
→ AIMonitor + Alerts (Haiku)
Water bell, hydration protocols — water access keeps girls in school
M6
Heat Action Plan
→ AIAll 4 agents live
Living plan + GCF concept note + DfE compliance — climate finance unlocked
Heat Monitor
Tracks heat index per school, 15-min intervals, triggers alerts
Alert Engine
Personalised SMS/email, school-specific CDRI templates
Risk Scorer
Vulnerability Score /10, 4 weighted domains, explainable
Health Forecaster
Models cognitive + health impact per intervention, RAG evidence base

A live look inside one school running on the platform.

LIVE · AHMEDABAD PILOT
14:32 IST · updated 2 min ago
Navjeevan Primary School
23.02°N · 72.57°E · Tier 2 · 487 students
Rooftop · outdoor47.2°C · AQI 180
Classroom 1 · indoor38.4°C · PM2.5 76
Classroom 2 · indoor39.1°C · PM2.5 82
3 AirGradient sensors · Phase 1 hardware · £180/school
● AIRGRADIENT IOT
Open-Meteo
WAQI
Earth Engine
Copernicus
Temp
47°C
+3.2 vs avg
Humidity
52%
in range
Heat Index
52°C
+5.8 vs avg
AQI
180
unhealthy
7-day heat index trend7-day avg: 46.2°C
Apr 13Apr 15Apr 17Today
Agent pipeline
Triggered 14:32 · 15-min cadence
HM
Heat Monitor
Claude Haiku · classified ORANGE
742ms
Done
RS
Risk Scorer
Claude Sonnet · 8.3 / 10
2.1s
Done
HF
Health Forecaster
RAG · 3 citations retrieved
2.8s
Done
AE
Alert Engine
Drafting SMS · 23 parents
~0.9s
Running
4 specialised agents · safety limits hard-coded in Python · LLM never overrides thresholds
Current alert level
ORANGE
Heat index 52°C · −12% cognitive performance (Park et al.)
Recommended actions
Shorten school day by 90 minutes
Cancel outdoor PE and break
Hydration check every 30 minutes
Monitor Classrooms 1 & 2 (worst indoor)
Parent SMS · dispatched 14:33
14:33••• 5G ▮
HS
Navjeevan Primary
+91 22 6789 · Heat Alert
ORANGE ALERT · Heat index 52°C at school today. School day ending early at 14:30. Please arrange early pickup. Ensure child has water. More info: nav.hrs.in/a/2842
Delivered · SMS
Principal approval · Red alerts only
14:34••• 5G ▮
⚠ Action required
Red-level alert pending approval. Heat index projected to reach 54°C at 15:30. Full closure recommended. Review before dispatch.
Approve
Hold
AI advises · school decides · no autonomous class suspension

Rollout over 18 months

From 10 schools to 100+ across four countries

Month 0-6

Pilot over 10 worldwide cities

IoT hardware live · four AI agents running · first impact report
  • IoT sensors deployed across the pilot network
  • Four AI agents running every 15 minutes
  • Course modules M1 to M3 delivered
  • First published impact report
Month 9-12

100 schools India, Africa, Phoenix

Three new regional programmes · full curriculum live · compliance layer
  • Expansion across India, Africa, and Phoenix
  • Regional heat thresholds refined empirically
  • Course modules M4 to M6 delivered
  • Regional compliance layers (DfE, local)
Months 12-18

500 schools

Global scale · open platform · classical ML on pilot data
  • Grant-funded expansion to 500 schools
  • Open-source platform release
  • Classical ML models trained on pilot data
  • Full curriculum and agent suite live