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Defining an initial AIOps scope that is small yet meaningful allows organizations to pilot the implementation, gather valuable data, and assess its effectiveness. This approach facilitates: * Validation: Assessing the success of the AIOps deployment in a controlled environment. * Iterative Improvement: Making informed adjustments before broader implementation. * Resource Management: Efficient allocation of resources and minimizing potential risks. Starting with a focused scope enables organizations to build confidence and expertise, paving the way for successful, scaled AIOps adoption. AIOps aims to improve incident-related metrics by: * Decreasing Mean Time to Acknowledge (MTTA): Faster detection and acknowledgment of issues. * Decreasing Mean Time to Resolve (MTTR): Quicker resolution through automation and actionable insights. * Increasing Mean Time Between Failures (MTBF): Enhanced system reliability and reduced frequency of failures. These improvements lead to more reliable IT operations, as highlighted in the DevOps Institute's AIOps Foundation course.