Castrol, a subsidiary of bp Plc (bp) that provides lubricants and services for marine, industrial, and automotive industries, wanted to improve and automate used oil analysis (UOA) using Amazon Web Services (AWS). UOA is essential to monitor the condition and performance of customer equipment, but traditional UOA is a time-consuming, manual process that can lead to additional maintenance and outdated oil metrics.