Data Freshness Monitoring: How to Detect Stale Data Before It Breaks Dashboards

A dashboard shows yesterday's revenue as $0. The CEO pings the data team. Someone checks the pipeline, finds the source table hasn't updated in 18 hours, and kicks off a manual backfill. The dashboard was wrong for half a day before anyone noticed. T...