Most cloud cost anomaly detection is based on statistical deviation from recent spend patterns, which means a legitimate but unusual event — a one-time data transfer, a scheduled batch job that doesn’t run daily — can trigger a false positive.
What to check first
Cross-reference the anomaly alert’s time window against your deployment and job-scheduling logs before assuming it’s a genuine cost leak; a surprising number of anomaly alerts are legitimate, planned activity.
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