You are tasked with designing an architecture for a predictive maintenance system. The goal is to serve asynchronous predictions to determine whether a mission-critical machine part will fail. Your system collects data from multiple sensors on the machine. The model should predict a failure that could occur in the next N minutes, based on the average of each sensor's data over the past 12 hours. How should you design the architecture to meet these requirements?