FireScan AI
AI-powered wildfire management platform
FireScan AI launched on February 27, 2025 with 10 votes, #2,019 of 5,999 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
FireScan is an advanced wildfire detection and management platform that leverages AI, real-time satellite data, and predictive analytics to provide early detection, behavior predictions, risk assessment, and rapid response capabilities using drones.
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Signet – Autonomous wildfire tracking from satellite and weather dataMar 2026 · signet.watch · ▲123I built Signet in Go to see if an autonomous system could handle the wildfire monitoring loop that people currently run by hand - checking satellite feeds, pulling up weather, looking at terrain and fuels, deciding whether a detection is actually a fire worth tracking. All the data already exists: NASA FIRMS thermal detections, GOES-19 imagery, NWS forecasts, LANDFIRE fuel models, USGS elevation, Census population data, OpenStreetMap. The problem is it arrives from different sources on different cadences in different formats. Most of the system is deterministic plumbing - ingestion, spatial…



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