TL;DR: Z-score with seasonality detects sales anomalies at 90% accuracy. Add Claude to explain them. Same business outcome, way more actionable.







The Problem: Numbers Without Context


You detect an anomaly. Sales in region X dropped 70%. Now what?


Is this a supply issue?
Is this seasonal?
Should leadership care?
What's the...