This workflow automates the life-critical bottleneck of manually monitoring vast geographies for fire ignitions. By deploying AI agents to analyze thermal and optical feeds from constellations like Planet, Sentinel, or Landsat in near-real-time, you convert raw pixels into actionable intelligence minutes after a satellite pass. The operational upside is measured in hours of early warning, directly impacting evacuation timelines, resource deployment speed, and ultimate containment cost. Implementation requires integrating with ground segment data downlinks, cloud processing (AWS/GCP), and geospatial alerting platforms like Everbridge or Integrated Public Alert & Warning System (IPAWS) feeds.




