Securithings Horizon provides endpoint protection for IoT devices, powered by machine learning, to detect & mitigate threats across devices. In regards to predictive maintenance capabilities for IoT devices, real-time device data (CPU, RAM, temperature, storage, etc.) is utilized to evaluate the health status of each device, while machine learning is used to identify deviations over time.