EPISODE · Jan 26, 2026 · 15 MIN
Case File - Turning Risk Management Into Revenue
from What the F Happened? Fraud and Financial Crime, Deconstructed · host DEFEND by DataVisor
Risk and compliance teams are often viewed as cost centers—but what if your fraud and AML infrastructure could become a growth engine?In this episode, we unpack how a leading payments processor transformed its internal risk stack into a scalable, revenue-generating product. Handling over 60 million transactions per month across 2,500+ clients, the organization replaced siloed legacy systems with a unified, real-time fraud and AML platform—unlocking faster threat response, lower losses, and an entirely new monetization strategy.You’ll learn how modern risk architecture turns defense into differentiation, including:Why consolidating fraud and AML into a single platform accelerates agility and complianceHow ensemble machine learning (supervised + unsupervised) improves detection while reducing false positivesThe role of low-code workflows in empowering risk teams to respond in hours, not weeksWhy multi-tenant architecture is the key to turning internal capabilities into sellable servicesReal-world results: 35% fraud loss reduction, 98% faster strategy updates, 4× operational capacity, and sub-day onboarding for new clientsWhether you’re in fintech, payments, banking, or financial crime prevention, this episode offers a practical blueprint for converting security investments into competitive advantage—and incremental revenue.If you manage fraud, AML, risk, or P&L, this is your guide to moving beyond reactive defense toward a unified, real-time platform that protects margins while opening new growth opportunities.TranscriptLINKSReal-Time FRAML at Scale: Turning Payment Risk Into Incremental RevenueDEFEND Training(00:00) From Cost Center to Growth(02:31) The Breaking Point for Legacy Risk(04:08) Four Roadblocks Holding Teams Back(07:12) Building a Unified Fraud & AML Core(09:21) The Revenue Engine: Multi-Tenancy(10:47) Results: Losses Down, Speed Up
NOW PLAYING
Case File - Turning Risk Management Into Revenue
No transcript for this episode yet
Similar Episodes
Mar 26, 2026 ·1m
Mar 19, 2026 ·34m
Feb 18, 2026 ·11m
Feb 11, 2026 ·45m