Modern cloud environments facilitate business growth by enhancing customer experiences and accelerating digital transformation, but they also introduce an exponential level of complexity. These distributed systems generate massive amounts of data, making it difficult to identify important patterns, anomalies, or correlations. Multiple logging and monitoring tools means that the volume and diversity of alerts causes fatigue, increasing the risk of critical incidents being missed.