In this hands-on lab, learners will explore how to build and configure a data-driven automation workflow using Ansible Automation Platform and NetBox. The lab guides users through practical exercises that demonstrate how real-time source of truth changes can trigger automated configuration. Participants will configure NetBox event rules and webhooks to emit actionable events, set up Event-Driven Ansible event streams to receive and process those events, and create rulebook activations that respond intelligently. By the end of the lab, learners will have a working solution that tightly integrates their source of truth with automation workflows—enabling scalable, responsive infrastructure management.