Organizations’ adoption of SaaS services and expansive multicloud application architectures continues to expand as threat actors take advantage of the complexity to seek out weaknesses that allow them entry and access to critical assets. The security information and event management (SIEM) and observability landscapes are evolving as the desire to ingest and analyze increasing amounts of structured and unstructured data has become crucial. The continued increase in the adoption of SaaS and modular application architectures is generating a massive number of signals that can help identify, resolve, and predict security and performance problems that impact the customer experience (CX). Often, developer, security, and operations teams require the same data (metrics, logs, traces, events) to identify security and performance problems. In addition, these teams can accelerate and improve collaboration, automate more processes.