Description: Observational data is information collected through monitoring tools that allow for the analysis of system, application, and network behavior in real-time. This data is crucial for informed decision-making, as it provides a detailed view of the performance and health of technological resources. Often obtained through sensors, event logs, and performance metrics, it enables system administrators to identify patterns, detect anomalies, and optimize the operation of their infrastructures. In the context of modern computing environments, observational data is particularly relevant as it allows for the analysis and response to events at the location where data is generated, minimizing latency and improving efficiency. Various platforms facilitate the collection and analysis of this data, offering tools to visualize the performance and availability of applications and services across different environments. The ability to integrate observational data into a robust monitoring framework allows organizations to anticipate issues, enhance user experience, and ensure business continuity.