Published onJanuary 14, 2026• 13 min readThe $2.8B Problem: How ML Stops Business Email Compromise Before Wire Transfers Executebusiness-email-compromisebecwire-fraudmlfraud-detectionaccounts-payablepaymentsStop $286K wire fraud before payments execute. ML invoice verification catches business email compromise attacks that traditional security misses. Act today.
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 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 onDecember 26, 2025• 15 min readHow AI Detects Cross-Border Fraud Rings Before They Scalefraud-detectioncross-border-paymentsainetwork-analysischargeback-preventionrisk-managementfintechDetect the coordinated attacks costing you $200K+ per quarter, without six months of engineering work, in just 60 days
Published onNovember 26, 2025• 4 min readStop Silent Data Bugs From Killing Your Fraud Modelsfraud-detectionpaymentsfintechdata-qualitycross-border-paymentsCatch silent data bugs before they tank fraud performance in just 7 days, without slowing down your cross border payments team.