AI Solutions Catalogue for Early Warning Systems

This catalogue showcases AI-enabled solutions that support the UN Secretary-General’s Early Warnings for All (EW4All) Pillars across hazards and regions. It helps to connect AI innovators with governments, practitioners, and partners looking for implementable tools and services. Use the filters and search below to explore solutions by Pillar, innovation type, technical readiness, application context, hazard, and keywords.

Filter Solutions
Pillar
Innovation Type
Technical Readiness? Technical Readiness Level (TRL) describes how mature a solution is, from concept or research stage through piloted, operational, and scaled deployment.
Application Context
Hazard
Search
ARIA-Lex: Early Action Message library

ARIA-Lex: Early Action Message library

▣ Type: Publication
▲ Readiness: Piloted (TRL 4–7)
⚠ Hazard: Cold Wave, Cyclone, Disease Outbreak, Flood, Heatwave, Tsunami, Wildfire
A sector-specific, severity-tiered early action messages for national authorities, UN agencies, and EWS implementers. Grounded in IFRC, WHO, WMO, FAO/WFP, UNICEF, OCHA, ITU, and UNDRR frameworks.
Dissemination & communication
Preparedness & response
Open-source, locally-hosted, fully customizable, contextual warning generator.

Open-source, locally-hosted, fully customizable, contextual warning generator.

▣ Type: Tool
▲ Readiness: Piloted (TRL 4–7)
⚠ Hazard: Cold Wave, Cyclone, Disease Outbreak, Earthquake, Flood, Heatwave, Tsunami, Wildfire
A free and open tool that helps emergency authorities query their own GIS data within an impact polygon, then generate sector-specific, library-grounded text for Common Alerting Protocol warnings.
Disaster risk knowledge
Dissemination & communication
Preparedness & response
Silvanet

Silvanet

▣ Type: Tool
▲ Readiness: Operational/Commercial (TRL 8-9)
⚠ Hazard: Wildfire
Silvanet is a large-scale, distributed sensor network for ultra-early wildfire detection. The solar-powered gas sensors use embedded AI to detect wildfires within minutes.
Observations & forecasting
SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf

SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf

▣ Type: Tool
▲ Readiness: Operational/Commercial (TRL 8-9)
⚠ Hazard: Extreme Weather
Real-time emergency and public information is converted into sign language, delivering accessible updates on low-end devices in low-connectivity areas to ensure inclusive communication for the Deaf.
Disaster risk knowledge
Dissemination & communication
Interactive Sentinel-1 Flood Modeling Tool

Interactive Sentinel-1 Flood Modeling Tool

▣ Type: Tool
▲ Readiness: Conceptual/Proof of Concept (TRL 1-4)
⚠ Hazard: Flood
Interactive webapp that let's you select Sentinel-1 data tiles from Microsoft Planetary Computer and run the Micorosft AI for Good flood detection model.
Disaster risk knowledge
Early Warning Connectivity Map (EWCM)

Early Warning Connectivity Map (EWCM)

▣ Type: Methodology, Research, Tool
▲ Readiness: Piloted (TRL 4–7)
⚠ Hazard: Cyclone, Earthquake, Extreme heat, Flood, Landslide, Tsunami, Volcano, Water scarcity, Wildfire
The EWCM uses AI-generated population density datasets to identify populations who cannot receive early warning messages because they live beyond the reach of fixed and mobile networks.
Dissemination & communication
Digital and Spatial Technologies for Anticipatory Action – DASTAA

Digital and Spatial Technologies for Anticipatory Action – DASTAA

▣ Type: Methodology, Tool
▲ Readiness: Operational/Commercial (TRL 8-9)
⚠ Hazard: Drought, Flood, Heatwaves
DASTAA is a GeoAI-enabled platform that helps governments and humanitarian agencies assess risk, send localized early warnings, and trigger anticipatory action before disasters strike.
Disaster risk knowledge
Observations & forecasting
Dissemination & communication
Preparedness & response
An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect

An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect

▣ Type: Methodology, Tool
▲ Readiness: Conceptual/Proof of Concept (TRL 1-4)
⚠ Hazard: Cyclone, Flood, Landslide, Storm surge, Tsunami, Volcano
Language barriers reduce EW effectiveness. Our AI system converts official alerts into CAP, translates them into local languages, and delivers clear warnings via voice or text messages.
Dissemination & communication
Preparedness & response
Google Groundsource

Google Groundsource

▣ Type: Methodology, Research
▲ Readiness: Operational/Commercial (TRL 8-9)
⚠ Hazard: Flood
An AI-powered methodology developed by Google as part of its Crisis Resilience efforts, transforms decades of public reports into high-quality historical disaster datasets. Using Gemini to analyse millions of reports, the system identified over 2.6 million historical flood events and combined them with geospatial mapping to create a global urban flash flood dataset.
Disaster risk knowledge
Observations & forecasting