Systems and Methods for One-Click Root Cause Analysis

[0000] One implementation is directed to implementations of an artificial intelligence (AI) assistant providing in a one-click root cause analysis (RCA). The disclosure provides for receiving a user input via a graphical user interface (GUI) requesting automated performance of a root cause analysis corresponding to an alert due to a triggering event, wherein the triggering event is associated with a time-series data set. A pre-processing may be performed on the time-series data set including performing an anomaly detection and retrieving one or more of traces or logs associated with the time-series data set. A prompt is generated instructing a large language model (LLM) to perform the root cause analysis based on results of the pre-processing and receiving a response to the prompt from the LLM including results of the root cause analysis. The GUI may be revised or updated to display of results of the root cause analysis.