AIOps Must Map Business Services, Not Just Process Alerts

Traditional AIOps platforms reduce alert noise but fail to identify root causes or business impact because they lack reliable service dependency maps. Sensaka's approach combines hardware, software, and business service layers to trace failure propagation. Without such mapping, even LLMs can only summarize alerts, not reason across dependencies.