The Delphire Sentinel FD3 system provides a continuous AI monitoring device. We reduce wildfire impact by providing under-the-forest-canopy, long-range detection with on-board AI-assisted assessment along the lines with affordable deployments. Information is processed before signaling, reducing communications bandwidth requirements in remote areas.