Thanks to machine log & data analytics you can be alerted of suspicious events that could be the precursors to bigger problems.
Machine learning enhanced data exploration complements human expertise and enables faster and more efficient troubleshooting and reduce MTTR (mean time to repair): when investigating an issue, the anomalies can be highlighted and filtered on-the-fly, speeding up root-cause analysis and fixing the problem. Your service engineers will be guided to the small percentage of all log files and data that has the highest likelihood of containing the root cause of the reported issue.
Anomalies can be detected in real-time and can on some cases even be predicted before they occur. If there is insufficient time to involve a human, automatic remediation actions can be triggered to move the system temporarily in a safer mode of operation and prevent the problem, or to at least reduce the damage caused by it.
Machine learning enhanced data exploration complements human expertise and enables faster and more efficient investigating of the (near) issue, speeding up root-cause analysis and fixing the problem or even avoiding it.