Zebrium

Zebrium Inc., for example, offers a log manager that provides autonomous incident and root cause detection. By "autonomous," the company means that its tool features unsupervised machine learning that leverages common patterns of software failure. Zebrium can then find hotspots of abnormally correlated anomalous patterns automatically, giving operators exceptional insight into root causes of issues.