Ask an operations team why a collections cycle failed and the answer is usually specific: a batch went out unbalanced, a file was rejected on format, or the returns came back heavier than anyone expected. Ask why it failed three months running and the answer gets vaguer. The useful observation is that most ECS failures are not random — they cluster around a small number of causes, and all of them are detectable before submission rather than after rejection.