Network complexity presents significant challenges for observability in cybersecurity. With the increasing number of devices, endpoints, and applications connected to networks, it becomes difficult to gain comprehensive visibility into network activities. Complex networks often lack standardized monitoring practices, making it challenging to observe and detect security threats consistently. Additionally, the dynamic nature of modern networks—with devices joining and leaving the network frequently—as well as remote devices and multiple distributed sites further complicate the observability process. Network administrators and security teams face the daunting task of managing and correlating vast amounts of data these networks generate to identify potential threats accurately.