reduced Mean TimeToRecover (MTTR). Communicate the impact of AI-driven service management anddemonstratethe value of platforms such as ServiceNow AIOps, Dynatrace, and Splunk IT Service Intelligence. Service Improvement Analyseservice metrics and trends toidentifyopportunities for continuous improvement. Embed incident learnings into automation workflows and prevention models. Use AIOps insights … incidents, service risks, and client concerns, including participation in on-call rotations. Use event correlation and root cause analysis tools such asMoogsoft,BigPanda, and Splunk IT Service Intelligence to accelerate resolution. Proactivelyidentifyand mitigate risks using data-driven insights. Compliance Ensure adherence to client data protection, security, and regulatory requirements. Govern ...