Published onJanuary 19, 2026• 10 min readCross-Border Payment Recovery: From 11% Failure Rate to 2% With Machine Learningpayment-recoverycross-border-paymentsmachine-learningaipaymentsfintechretry-logicpayment-infrastructureRecover up to $1M annually in failed payments without building ML infrastructure in 6-8 weeks