The Dirty Data Problem: Why Modernizing Infrastructure Monitoring is Pivotal to AIOps Success
Jeff Dean at Google Brain once said that the most sophisticated AI algorithms succumb to the quality of the dataset they rely on. That's a fancy way of saying: "Garbage in, garbage out." And if your organization is struggling with the effects of dirty data-inaccurate analytics, sub-optimal automations, and persistent problems with IT operations management-chances are you've got visibility gaps in your infrastructure that have you operating with a CMDB filled with inaccurate, incomplete, or obsolete information.