Modern network infrastructures have become more complex due to digital transformation, expanding across IoT, edge computing, multi-cloud environments, and numerous SaaS applications. This growth increases challenges in managing, operating, and securing networks effectively. To address this, organizations need comprehensive observability and full-stack visibility into their systems. DDI, which includes DNS, DHCP, and IP address management, plays a critical foundational role by enabling connectivity and communication. By monitoring DDI infrastructure and analyzing DNS traffic, organizations can improve visibility, enhance control, and strengthen security, allowing for more efficient management of increasingly complex and dynamic network environments.

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