Tool variety and coverage become essential in digital infrastructure environments, where a single monitoring tool is insufficient to provide visibility and observability across multiple silos.

With the introduction of behavioral correlation, ScienceLogic is transforming how IT teams identify, troubleshoot, and remediate service-disrupting events — before end-user impact can even be detected.

AIOps is described by Gartner as having two main components at its heart — big data and machine learning — which are supported by monitoring, service desk, and automation capabilities to give continuous insight into hybrid IT infrastructure.