First of all it's a SAAS based tool which is easy to use and can use querying capabilities to parse complex logs easily and do analysis on logs, Dashboards are very easy to create and can share to teams easily.
Sumologic is very powerful tool which one can leverage its custom script supporting capabilities to get some custom logs by creating powershell or python scripts and pull the custom logs created to sumo UI.
Sumo can easily identify the enterprise application and infrastructure problems in a single shot by collaborating metrics data with log data which gives whole picture of what is happening in enterprise level.
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What is Sumo Logic?
Sumo Logic turns insights into action by enabling customers to deliver reliable and secure cloud-native applications through its Sumo Logic SaaS Log Analytics Platform.
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