Powered by machine learning models and big data analytics, Whale helps users to monitor process and flag anomalies, carry out root cause analysis, and optimize end-to-end test guard bands. Compared to running similar tasks on local machines, the cloud-computing infra brings up to 50x speed up for data analysis jobs.