From Anomaly Detection to Actionable Intelligence: Enhancing Elasticsearch ML with Automation and LLMs

Modern monitoring systems generate enormous volumes of telemetry data and anomaly alerts. While anomaly detection has become increasingly sophisticated, identifying an anomaly is only half the battle. The real challenge lies in interpretation — understanding why something happened and what to do next. At Oivan, we explored this gap through an engineering initiative focused on […]