Pipeline Monitoring

Concepts: paDataQuality

What They Want to Hear 'I monitor three things: freshness (did the pipeline run on time?), volume (did it produce the expected number of rows?), and content (are null rates and value distributions within normal ranges?). Thresholds are set based on historical variance: alert when values exceed 2 standard deviations from the 7-day rolling average.'