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
Published onJanuary 8, 2026• 9 min readCold Start Fraud Detection: Deploy ML With Limited Historical Datafraud-detectionmachine-learningcold-starttransfer-learningpaymentsfintechStop waiting for fraud data and deploy ML with 50 events to achieve 70% accuracy in Q1.
Published onJanuary 7, 2026• 10 min readHow to Reduce AML False Positives in Paymentsamltransaction-monitoringfalse-positivescompliancefinancial-crimemachine-learningpaymentsCut AML false positives by 50% to 70% without replacing your transaction monitoring system, often within a single quarter.
Published onJanuary 5, 2026• 12 min readFraud Retraining for Cross Border Expansionfraudfraud-detectioncross-border-paymentspaymentsrisk-opsrisk-managementaimachine-learningStop losing margin to fraud drift and retrain by corridor and rail, without ripping out your stack, in the first 60 days.
Published onJanuary 2, 2026• 12 min readReal-Time FX Execution: How ML Recovers Hidden Margin on Every Transferfxtreasurycross-border-paymentspaymentsaimachine-learningRecover hidden FX margin without changing providers, starting in the next seven days.