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Automated root cause analysis is the missing link between autonomous detection and autonomous remediation. Bridging the gap holds, on the face of it, the true realization of AIOps. Alas, in reality, uncovering a root cause is conceptually complex and still impossible without a man in the loop, even using today’s bleeding-edge AI technology.

We continue our series on correlation analysis by examining use cases in eCommerce, especially in optimizing promotions and ad spend.

The first article in a three-part series on correlation analysis, and why pairing it with anomaly detection greatly facilitates root cause analysis, reducing time to detection (TTD) and time to remediation (TTR), as well as alleviating alert fatigue.