Sauce Labs is introducing a new feature called Failure Analysis that uses machine learning to analyze test pass/fail data and identify common failure patterns. The goal of this feature is to help developers and QA teams understand why tests are failing, prioritize their efforts on the most pervasive issues, and improve developer efficiency. With Failure Analysis, leadership can see the positive impact of testing efforts and rest assured that their investment in automation is directly influencing user experience. This new feature is currently available for Enterprise contract customers, but will be rolled out to other plans at a later date.