Now that we’ve outlined the challenges of moving AI deployments from pilots to production, let’s introduce a framework (see Figure 2-1) that will enable your organization to move past these challenges and operationalize AI at an enterprise scale.
Our AIOps framework will focus on two primary objectives: (1) evolving the AI development process itself and (2) integrating that development process within other parts of your organization to achieve a scalable, sustainable, and coordinated AI enterprise capability. In the following section, we’ll introduce the components and functionalities you’ll need to implement for a successful AIOps deployment. Figure 2-1 demonstrates how these components are aligned and sequenced with one another to enable enterprise AIOps.
Figure 2-1. AIOps framework
This AIOps framework provides you with the basis to move AI from pilots to production. It is composed of several key components that are integrated to deliver AI solutions that meet requirements of specific use cases, operate in production ...
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