A camera feed in Arizona's Coconino National Forest flagged smoke using artificial intelligence this March. The system scans visual data to alert rangers before fires spread. This deployment demonstrates a practical use of computer vision for environmental monitoring. It reduces response times for emergency crews by automating the initial detection phase.