Failure → Inspect Logs → Diagnose → Repair → Rerun → Validate
The Problem
Cloud ETL jobs break because of:
Late or unavailable source data
Schema drift
Datetime parsing incompatibilities
Null-rate spikes
Type changes
Unknown runtime errors
Modeled manual MTTR ~ 2.5 working days