Why Payment Systems Need Failure Matrices, Not Just Retry Logic

Most payment failures stem from oversimplified 'retry on error' policies that fail to distinguish between recoverable and unrecoverable failures. A proper failure matrix categorizes payment errors—network timeouts, soft declines, hard declines, fraud reviews, and 3DS challenges—then prescribes precise handling for each scenario. Without this taxonomy, 80% of production incidents become inevitable.