What to Look for in an AIOps Solution
As businesses continue to embrace digital transformation, AIOps tools in IT operations are becoming more popular than ever before and there are several options to choose from. However, you need to do proper research and analysis before choosing which of these tools to use in your organization.
Let’s take a deeper look:
What Does the Term “AIOps” Mean?
Artificial intelligence for IT Operations (AIOps) refers to the application of artificial intelligence solutions to enhance IT operations. AIOps combines Big Data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination. Generally speaking, AIOps focuses on improving and automating machines.
With AIOps, thousands or even millions of data points are turned into information that can be used to make essential decisions in real-time. This approach is ideal for organizations with a lot of data to deal with in their IT infrastructure.
Factors to Consider When Choosing an AIOps Solution
1. Performance Analysis
The first capability that any reliable AIOps tool needs to possess is the ability to index and ingest all the data on the various devices on your IT infrastructure. The AIOps tool has to do in-depth performance analysis to determine the status of the different hardware devices in your IT infrastructure.
It should also gather and store data from the various devices and effectively follow up each of them for any changes as they continue to be used over time. As the number of devices and the amount of data they deal with continues to grow, it becomes increasingly complex to analyze all this data using the traditional IT methods that we have all been used to.
AIOps tools help fix this issue by using sophisticated AI techniques to analyze big data sets much faster and more efficiently than any humans or basic or traditional IT monitoring tools could.
2. Anomaly Detection Capacity
The AIOps platform you choose needs to have the ability to detect any anomalies in your IT systems and raise alarms when there is a potential problem. AIOps tools use algorithms that compare the current behavior of the target device to the previous to determine if there is a significant difference. In the event that the difference in the behavior of the device is significant when compared to the past data, the AIOps tool should be able to alert you in real-time.
3. Event Correlation and Analysis
One of the significant benefits of using AIOps tools is that they learn about occurrences in a given device and determine the best way to fix them when they reoccur. The problem with traditional IT methods is that they don’t provide deeper insights into the problem affecting a given device on the network; all you get are error messages.
AIOps tools reduce the burden of troubleshooting and solving various problems with your IT infrastructure. These tools group devices with similar problems into categories, making it easier for the IT team to find a lasting solution.
AIOps tools use sophisticated AI algorithms to group related issues, focus on key event groups, and perform rule-based decisions like removing any duplicated issues and closing out those that the team has fixed. With traditional IT systems, all these tasks have to be done manually.
So, as you are considering AIOps tool, make sure you choose one with the ability to correlate and analyze issues.
4. Automation Capabilities
Another crucial feature that you need to look at while choosing an AIOps tool for your organization is its ability to automate tasks. The main reason why you are getting an AIOps tool in the first place is to reduce the number of tasks that your IT team has to do manually. A valuable AIOps solution should possess intelligent automation, especially when it comes to remediation. You’ll want to invest in an AIOps solution that delivers automated remediation capabilities so that it lessens the burden on your IT team and they can solve issues more quickly.
AIOps from Broadcom
Now that you know what’s needed from an AIOps solutions and the value it can bring, the next step is finding an AIOps platform that meets those crucial set of criteria. Let A&I Solutions help! We provide cutting-edge AIOps solutions from Broadcom Software, a leader in Enterprise Software. Contact [email protected] to learn more about our AIOps products from Broadcom or to schedule a demo.
- On August 17, 2022
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