When disasters strike, response time becomes critical.

Floods, earthquakes, cyclones, wildfires, and humanitarian emergencies generate massive amounts of fragmented information across different global platforms. Emergency teams and authorities often struggle with:

scattered disaster signals

delayed intelligence

lack of prioritization

incomplete geo-location data

slow operational escalation

I wanted to explore how workflow orchestration + AI could help bridge that gap.

So I built DSIE (Disaster Signal Intelligence & Emergency Escalation) — AI-powered orchestration workflow using Kestra that continuously monitors real-time disaster feeds, extracts structured intelligence, prioritizes severity, and generates emergency escalation dashboards automatically.

🚨 What DSIE Does

DSIE is a real-time disaster intelligence pipeline that:

✅ Monitors live disaster feeds

✅ Detects active emergency incidents

✅ Extracts geo-intelligence

✅ Prioritizes disaster severity

✅ Generates AI-powered operational…