Implement a comprehensive service assurance framework that incorporates automated root cause analysis via event correlation, machine learning (ML), and topology. Oracle Unified Assurance can function as an overlay to consolidate monitoring across pre-existing assurance tools or serve as an independent assurance platform. The solution is designed for seamless integration into multivendor networks and management systems, or it can be utilized in a hybrid configuration. By leveraging Oracle’s Unified Assurance solution, businesses can achieve automation in assurance processes and facilitate both assisted and fully automated closed-loop operations. This framework enables dynamic, end-to-end assurance for large-scale 5G solutions, ensuring high-quality service and enhancing customer experience through ML analytics. Streamline operations via comprehensive network and service assurance by integrating with current tools, while also making the most of existing investments with a strategic plan to optimize tools and establish a foundation for autonomous operations, ultimately leading to improved efficiency and service reliability.