This lesson develops practical capability in itsi 4.11 architecture, requirements, data readiness, service design, entities, and governance for the Implementing Splunk IT Service Intelligence 4.11 Training. Learners connect the topic to the wider course goal of designing and implementing ITSI services, KPIs, event analytics, dashboards, and operations.