The best 20 AI tools for wildfire detection (December 2025)

Ranking December 2025

Wildfire detection

The RankmyAI Wildfire Detection Ranking presents the top 25 AI tools from our Overall ranking focusing on wildfire detection.

Wildfire detection tools use artificial intelligence to analyze data from satellites, ground-based sensors, cameras, and weather systems to identify early signs of wildfires and assess fire risk. These tools apply pattern recognition, image analysis, and predictive modeling to detect smoke, heat anomalies, and vegetation dryness in real time or near-real time. They are commonly used by emergency services, environmental agencies, utility companies, and land managers to improve response times, monitor fire-prone areas, and support wildfire prevention and mitigation efforts.

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 20 out of

Spire Spire is a space-powered data company that designs, builds, and operates one of the world’s largest multipurpose satellite constellations. It delivers real-time weather, climate, maritime, aviation, and RF intelligence through APIs, dashboards, and custom datasets. Customers can also deploy bespoke missions via Spire Space Services, leveraging the LEMUR platform, global ground station network, and a Constellation Management Platform for streamlined satellite operations.

unknown

United States

Pano Pano Rapid Detect is a connected, intelligent platform utilizing AI and computer vision for efficient wildfire detection and response, enhancing safety and protection of lives and property.

unknown

United States

Ororatech OroraTech specializes in leveraging satellite data for precise wildfire detection and environmental monitoring, providing insights that assist in risk assessment and decision-making for asset protection and sustainability.

paid

Germany

-1

EarthDaily Analytics EarthDaily Analytics offers Earth observation data and analytics, leveraging advanced AI and big data tools through the EarthDaily Constellation, providing daily, comprehensive data coverage for global decision-makers.

unknown

Canada

Dryad Networks Dryad Networks provides ultra-early wildfire detection and forest monitoring using solar-powered gas sensors in IoT networks, addressing significant CO2 emissions and biodiversity impacts.

unknown

Germany

Vibrant Planet Vibrant Planet offers a prioritization system for land management restoration, providing real-time scenarios and reporting to improve wildfire and climate resilience, qualifying projects for conservation finance.

paid

United States

Chooch Chooch Vision AI provides a powerful AI Vision platform enabling real-time decision intelligence through advanced computer vision across various devices and industries, improving precision and operational efficiency.

freemium

United States

AEM AEM combines global technologies to empower communities against environmental risks, deploying intelligent sensing networks and scalable data management infrastructures for impactful environmental insights.

unknown

United States

Kodama Systems Kodama Systems provides scalable forestry management solutions by leveraging remote operation technologies to lower harvest costs and enhance safety, addressing the threat of wildfires and forest Mortality.

unknown

United States

SenseNet Inc. SenseNet Inc. develops solutions for early wildfire detection using gas sensors and AI for data processing, enabling protection across remote and urban landscapes through integrated IoT and 5G technologies.

Technosylva Technosylva develops software and consulting services for emergency solutions, such as forest fire management, utilizing tools like fiResponse and Wildfire Analyst. These products facilitate advanced emergency management and environmental impact assessments.

unknown

United States

-1

Gaia AI Gaia AI utilizes LiDAR, computer vision, and satellite data to collect biomass information in forests, aiding landowners and investors in understanding carbon stocks and timber content. Their accurate carbon measurement supports carbon credit transactions.

paid

United States

-3

Salo Sciences Salo Sciences develops conservation analytics products by integrating ecological science, satellite imagery, and AI, providing consulting and monitoring services for ecosystem management to track changes and support sustainable investment in land conservation.

paid

United States

-1

exci Exci specializes in automated real-time wildfire detection and tracking using deep machine learning algorithms to report fires swiftly, ensuring timely suppression and public safety protection.

unknown

Australia

Not Available

Davis Instruments Davis Instruments builds durable, research-grade weather stations, air quality monitors, and environmental sensor networks. Products like Vantage Vue, Vantage Pro2, AirLink, and EnviroMonitor collect hyperlocal data and connect through WeatherLink consoles, gateways, and cloud/mobile apps to deliver real-time insights for home, agricultural, marine, and enterprise users.

paid

United States

Robotics Cats Robotics Cats focuses on smart city and NatureTech solutions, such as the crowdsourced wildfire map platform ReportFires and the LookOut wildfire detection service, promoting biodiversity conservation across several markets.

unknown

Kiribati

Bayes Studio Bayes Studio provides AI-driven environmental monitoring solutions focused on wildfire resilience. Its product suite—Vision Nest, Sky Watch, and Resource Nest—uses satellite data, thermal imaging, computer vision, and UAV sensors to detect fires early, monitor behavior, and support response operations. The SaaS platform delivers real-time alerts and predictive analytics to help public and private stakeholders act quickly and reduce risk.

Delphire Delphire Sentinel FD3 provides real-time wildfire detection and visual confirmation, enhancing situational awareness and enabling rapid response to fire threats.

unknown

United States

-2

Rankings in Environmental Monitoring

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Disclaimer

The RankmyAI Wildfire Detection Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on wildfire detection, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).