Agentic AI for Crisis Response

Leveraging agentic AI systems to support decision-making and coordination during crisis events.

Venue: ICDM 2025

The Crisis Observatory is a specialized, LLM-powered system designed to assist emergency responders and decision-makers in extracting credible, actionable information from the chaotic, high-velocity data streams of crisis situations.

Crisis Observatory framework overview

Key contributions:

  • Agentic workflow design for crisis information management
  • Integration with real-world crisis event datasets
  • Human-in-the-loop evaluation framework