In this episode of India FinTech Diaries, we unpack one of the most urgent challenges facing digital finance today: fraud at scale. With cybercrime cases in India crossing 36 lakh in 2024 and losses exceeding ₹22,000 crore, fraud is no longer an edge case—it’s a systemic risk.
To decode how fraud has evolved and what institutions must do next, we speak with Venkat Srinivasan, Chief Analytics and Risk Officer at Bureau.
Venkat explains why modern fraud is no longer about fake documents or isolated bad actors. Instead, it’s coordinated, networked, and industrialized—powered by mule accounts, device spoofing, identity rotation, and real-time information sharing.
Key Highlights:
🕸️ Fraud has become organized
What once looked like individual theft now resembles syndicates operating across banks, fintechs, and marketplaces simultaneously.
🧩Siloed risk systems are breaking down
KYC, fraud monitoring, AML, and device intelligence working in isolation miss the bigger picture. Unified risk decisioning is now essential.
📱 Devices are the new identity layer
From fingerprinting to behavioral biometrics, the device has become a powerful signal—often more reliable than static identity documents.
🧠 Graph-based models are the future
Bureau’s use of graph data structures helps uncover hidden networks and patterns that linear rules and traditional models simply cannot detect.
⚖️ Compliance is a guardrail, not a blocker
Venkat makes a strong case for internalizing regulation as a design constraint that enables sustainable innovation, rather than treating it as a checkbox.
This episode is a must-listen for fintech founders, risk leaders, product teams, and policymakers grappling with the trade-offs between growth, friction, privacy, and trust.
Timeline
00:00 Start
00:46 Introduction
02:06 About Venkat
04:48 Evolution of Fraud
07:48 Importance of Unified Risk Decisioning
14:09 Device as Identity
18:51 Bureau’s approach to combating fraud
24:37 How Bureau works with banks
31:03 Impact of regulations
33:26 Learnings from other markets
36:06 The way ahead