Amazon Lookout for Equipment

Amazon makes Lookout for Equipment, a predictive factory maintenance service that uses machine learning to help customers perform maintenance on equipment in their facilities. Lookout for Equipment ingests sensor data from a customer’s industrial equipment and then trains a model to predict early warning signs of machine failure or suboptimal performance. With Lookout for Equipment, industrial customers can build a predictive maintenance solution for a single facility or multiple facilities. To get started, companies upload their sensor data — like pressure, flow rate, RPMs, temperature, and power — to Amazon Simple Storage Service (S3) and provide the relevant S3 bucket location to Lookout for Equipment. The service will automatically sift through the data, look for patterns, and build a model that’s tailored to the customer’s operating environment. Lookout for Equipment will then use the model to analyze incoming sensor data and identify early warning signs of machine failure or malfunction.

Amazon Lookout for Equipment starts at $0.