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ScienceLogic is a system and application monitoring and performance management platform. ScienceLogic collects and aggregates data across and IT ecosystems and contextualizes it for actionable insights with the SL1 product offering.
Best IT Operations Analytics Software 2025
IT Operations Analytics software combine monitoring of IT assets and resources distributed across a cloud infrastructure, IT operational data analytics and visualization, and light automation to ease and optimize the management of a cloud or hybrid IT system. Effectively deployed cloud operations analytics platforms should leverage data to help the user locate and understand patterns in IT resource and application usage, and point the way toward more cost-effective allocation.
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Learn More about IT Operations Analytics Software
What is IT Operations Analytics Software?
IT operations analytics software analyzes large volumes of data produced by performance monitoring tools used to monitor the health of IT systems. IT operations analytics software uses complex algorithms to extract useful information from this data. IT operations analytics is an application of “big data” to the IT realm.
IT Operations Analytics Features & Capabilities
Minimizing outages
Root cause analysis
Service prioritization
Predictive capacity management
Modern IT infrastructures are typically very complex with combined physical, virtual and cloud components. On top of that, most modern IT organizations are using DevOps or Agile approaches to enable continuous development which adds another layer of complexity.
The mass of data that management and monitoring tools produce can be very difficult to stay on top of and understand. Sophisticated analysis of these massive quantities of IT operational data allows the IT organization to become much more proactive. IT Operations Analytics has evolved from uncovering issues an hour or two before they affect operations, to providing predictive capabilities well into the future.
These tools operate in two key areas: Performance analytics, and capacity management. Performance analytics is concerned with things like understanding how service levels impact users, prioritizing services by business value, service impact analysis and root cause analysis. Capacity management is about anticipating future needs for servers, storage pools etc. in the future.
Pricing Information
Many of these products offer a free trial, and some have a free version. Pricing structures differ from product to products, however, enterprise-level products typically start at $250 / month.
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IT Operations Analytics FAQs
What businesses benefit most from IT Operations Analytics?
The more complex you application infrastructure is, and the more data you have to analyze, the more essential an IT operations analytics tool is. For businesses with lots of data and applications, valuable insights may be left on the table without a tool to help surface them.
If I have an IT operations analytics tool, do I need an APM or IT monitoring tool?
Many APM and IT monitoring tools offer some form of analytics that can make an IT operations analytics tool seem redundant, but dedicated IT operations tools tend to offer additional specialized features for digging up useful insights. Even if you have an APM or IT monitoring tool, an operations analytics tool is still valuable.
Are there free or open source IT operations analytics tools?
There are free analytics tools available, but they rarely offer the same out of the box integrations included in dedicated IT operations analytics tools. For businesses with less complex data, or a lower volume of data, a free tool may suffice.
