Enterprise dashboards tell you what happened. They rarely tell you why. For decision makers, that gap is expensive: an unplanned outage is detected quickly but diagnosed slowly, usually after the cost has landed.

CausalX, from Celebal Technologies, is a decision intelligence platform that moves beyond correlation to establish genuine cause and effect across enterprise systems. Built natively on Databricks, it traces KPI movements to their root causes, validates each finding against the underlying data, and quantifies the financial impact before any action is taken.

Users ask in plain language. Domain-specific agents return the causal chain, contributing factors, supporting evidence, confidence scores and recommended actions – decisions teams can defend, audit and act on.