AI at the edge demands a lot of computational power to ensure adequate performance. Standard storage and memory components might deliver the needed performance but are ill-equipped to handle the rough conditions at the edge. These applications are subject to temperature cycles from day to night and summer to winter, sustained shock and vibration, and increased levels of pollution that can severely hamper IoT devices. The solution is simple: rugged components designed to withstand the harsh conditions of AIoT applications.