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Alternatives

Products that do what Satellites on Fire does

AI fire detection and monitoring from satellites

  1. 1LW

    2025 · github.com

  2. 2SA

    I 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…

    Mar 2026 · signet.watch

  3. 3
    Signet78

    Autonomous AI wildfire agent with nearby alerts

    Mar 2026 · signet.watch

  4. 4

    AI agents for real-time aircraft monitoring and alerts

    May 2026 · wingbits.ai

  5. 5
    Hawknet89

    An API to turn any camera into a wildfire detector

    2021

  6. 6

    Get real-time alerts of wildfires and firefighting efforts

    2025

  7. 7

    A "virtual satellite" to map Earth in unprecedented detail

    2025

  8. 8
    Spectate273

    Monitor, alert & manage incidents - supercharged by A.I.

    2023

  9. 9

    AI space insights from satellite data

    May 2026 · littleplace.com

  10. 10IB
  11. 11

    Real-time space traffic monitoring

    2025

  12. 12

    Realtime tracking and prediction for thousands of satellites

    2019

  13. 13

    We inspect satellites in space

    2021

  14. 14

    Remote sensing and AI from space

    Apr 2026

  15. 15SI

    I built a browser-based tool for detecting objects in satellite imagery using vision-language models (VLMs). You draw a polygon on the map and enter a text prompt such as "swimming pools", "oil tanks", or "buses". The system scans the selected area tile-by-tile and returns detections projected back onto the map as GeoJSON. Pipeline: select area and zoom level, split the region into mercantile tiles, run each tile with the prompt through a VLM, convert predicted bounding boxes to geographic coordinates (WGS84), and render the results back on the map. It works reasonably well for distinct…

    Mar 2026 · useful-ai-tools.com

  16. 16BS
  17. 17

    Track satellites. Anywhere.

    Jul 2026 · apps.apple.com

  18. 18

    NASA + USGS live data. Real-time Earth event monitoring.

    Mar 2026 · apps.apple.com

  19. 19AS
  20. 20
    kanari2

    The free real-time map of every wildfire on Earth

    20d ago · kanari.io

  21. 21

    AI orchestration for satellite data networks

    May 2026 · collimatespace.com

  22. 22NT

    nightwatch is a local-first, read-only layer on top of your monitoring. it groups alert storm into incidents, flags noisy checks and has an agent that can investigate for you live systems. You can e.g. jump from the incident into the agent directly. the reason for this weekend project is that we had a kubernetes upgrade that went wrong, and at some point a rollback wasn't possible anymore, so it had to be fixed live during the night while several problems came together. We run a lot of different systems, on-prem and several Kubernetes clusters, and in a situation like that you spend most of…

    Jun 2026

  23. 23

    Real-time global intelligence dashboard on a live 3D map

    Jul 2026 · worldmonitor.app

  24. 24

    Detect RF hidden trackers, spy & drones and security threats

    Feb 2026 · sentryrf.com

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