TracPlus examines human factors in wildland firefighting AI use
Iain Hoey
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Wildland firefighting AI accountability
TracPlus has published a new white paper examining how aerial agencies can manage the adoption of artificial intelligence with transparency and accountability.
The document, titled AI Makes the Call. Who Answers for It?, provides an industry-informed perspective on the increasing role of automated systems in fire operations.
TracPlus is an operational data infrastructure provider that monitors more than 2,500 wildfire suppression aircraft across 44 countries.
The paper identifies that AI systems are already influencing how decisions are made while governance structures are still in a state of evolution.
National agencies including CAL FIRE, New Zealand’s Fire and Emergency New Zealand (FENZ) and Australia’s national aerial firefighting program use the platform as their system of record.
The infrastructure holds more than a billion flight records and collects approximately one million new operational data points every day.
Operational data and human judgment
The white paper highlights how AI systems can change how human judgment is applied during wildland firefighting operations.
Research indicates that the reliability of these tools depends on the quality and visibility of the underlying data.
Todd O’Hara, Chief Commercial Officer at TracPlus, said: “AI is becoming part of the operational toolkit, and that’s a positive development.
“The opportunity for agencies is to introduce it in a way that preserves visibility into what’s happening, why recommendations are being made, and how those decisions play out over time.”
The proposed approach involves running AI recommendations alongside human decisions and maintaining an independent operational record.
Agencies can use this data to establish a baseline and evaluate the performance of new technologies over time.
