Snow Trigger

Snow Trigger – Intelligent Snow-Depth Monitoring for Real-World Environments

Snow Trigger is an advanced, AI-powered snow-depth monitoring system designed for airports, municipalities, industrial sites, and any operation that requires accurate, real-time winter data. Built on cutting-edge Edge AI technology, Snow Trigger combines high-precision imaging, embedded sensors, and custom firmware to deliver continuous measurements without the need for manual checks or expensive infrastructure.

At its core, Snow Trigger uses a ruggedized camera module paired with an ESP32-S3 processor to analyze snow depth directly on the device. This on-board intelligence allows the system to run advanced computer-vision models that detect ground contours, measure accumulation, and track changes over time—without relying on cloud servers or a network connection. The result is a fast, reliable, low-cost solution that works even in remote or low-signal areas.

Our AI segmentation engine is trained specifically for winter environments, enabling Snow Trigger to filter out shadows, headlights, and environmental noise. Whether mounted on a building, pole, vehicle, or equipment, it provides consistent measurements with inch-level accuracy. Automated alerts can be sent to supervisors, maintenance crews, or dispatch when thresholds are met—making it easy to schedule plowing, de-icing, or staffing long before conditions become critical.

Snow Trigger is engineered to operate through harsh winters: freezing temperatures, heavy wind, low-light conditions, and constant moisture. The enclosure is fully weather-sealed, and optional integrated heating ensures the lens stays clear during storms. Data can be viewed through a secure online dashboard or integrated into your existing systems via Wi-Fi, BLE, or API.

Designed for real-world decision-making, Snow Trigger doesn’t just measure snow—it transforms your winter operations. By automating snow monitoring, eliminating guesswork, and giving your team actionable intelligence in real time, you can reduce labor costs, improve safety, optimize logistics, and respond faster to changing conditions. Snow Trigger brings the power of AI and embedded systems directly to the field—simple to install, effortless to manage, and accurate when it matters most.

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