🧠 XEWACS AI Crisis Intelligence

XEAM Emergency Warning And Crisis Summarization is our AI-powered, real-time crisis intelligence pipeline algorithm, designed to ingest global headlines and turn them into actionable insights within 60 seconds.

🔄 Real-Time Ingestion

Continuously pulls the latest Google News RSS headlines for key disaster topics.

🎯 Keyword Filtering

Screens and excludes unrelated news to focus on floods, quakes, wildfires, and more.

📊 Death Count Extraction

Parses explicit fatalities—digits or small number words via regex analysis.

🤖 AI Classification

Uses Random Forest model trained on EM‑DAT data for severity assessment.

📝 Neural Summarization

Generates concise BART-based summaries via Hugging Face for quick insights.

🌍 Geolocation Context

Maps events to country/region with population analysis for impact assessment.

Analyzing real-time news with XEAM AI...

Total Crises

Critical

Moderate

Low

Total Reported Deaths

Critical Events

Moderate Events

Low Events

0 events with reported casualties

No casualties reported in current events

XEWACS integrates rule-based fatality extraction, EM-DAT trained Random Forest classification, and BART summarization into one real-time crisis intelligence pipeline.