Crisis Intelligence

SALAMA Crisis Agent

Real-time crisis intelligence for UAE. Aggregates verified sources, fact-checks social media. Shipped in 1 week.

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About

SALAMA was built and shipped in one week during a live UAE crisis. It aggregates verified information from 10+ official UAE government sources, fact-checks social media claims using Claude API, tracks sentiment, and answers natural language questions with citations. The speed of shipping was the point — during a crisis, wrong information is worse than no information.

Key Features

  • Aggregates verified news from 10+ official UAE sources (WAM, NCEMA, GCAA, CBUAE)
  • Fact-checks social media claims using Claude API with confidence scores
  • Real-time updates via Server-Sent Events (SSE)
  • Natural language Q&A with source citations
  • Sentiment tracking across news sources
  • Concept to production in 1 week during a live emergency

Impact

Shipped during a real emergency to help UAE residents access verified, fact-checked information. Demonstrates extreme shipping speed under pressure.

Tech Stack

FastAPI Next.js Claude API PostgreSQL SSE RSS/Web Scraping

Metrics

1 Week
Shipped In
10+
Official Sources
Real-time
SSE Updates
Cited
Fact-checking

Links