What is AIOps? Artificial intelligence operations (AIOps) describes the process by which an organization employs artificial intelligence technologies to augment the systems that are charged with handling IT-related operations.
This augmentation can take many different forms. Natural language processing (NLP) and machine learning (ML) are among the technologies that are used to aid administrators in the fulfillment of their IT duties.
When an organization wants to implement an AIOps solution, there are four key steps that are essential to their success. These four stages of the AIOps process are:
AIOps data collection consists of four key steps. The four steps are:
Organizations that choose to employ AIOps software can benefit in many ways. These benefits can include:
In order for AIOps to be most effective, it should not exist in a vacuum. This process should be employed separately, but at the same time in conjunction with an organization’s already existing architecture. The AIOps solutions should be set up so that they can process all of the business’s IT data without being just another cog in the IT infrastructure. They should be an independent platform that is integrated with the existing system. This enables organizations to leverage all of their artificial intelligence capabilities to the fullest.
An organization looking to maximize the benefits that they gain through the implementation of an AIOps solution will want to diversify the needs that it serves. Instead of focusing on one or two highly specific areas of need, users will want to target many different functions. When organizations do this, they are able to address many more of the potential issues that can confront modern IT departments than if they were to limit the scope of their AIOps reach.
DevOps are the set of practices that integrate software development and IT practice teams and tools. AIOps are tools that might be utilized by organizations that deploy DevOps practices.
AIOps solutions are solutions that combine various types of AI technologies to enhance and improve the way that organizations run their IT operations.
AIOps platforms offer users various benefits. These benefits include:
Successful AIOps platforms offer users access to a wide array of features. These features include: