Industry Insights

For a long time, onboarding was treated as a checkpoint. Collect documents. Run a few verifications. Store the records. Move on. Compliance was something you completed at the start of the relationship. That model doesn’t really hold anymore. If you look at how regulatory expectations have been evolving, one thing becomes clear: onboarding is no…

Most risk teams don’t have a data problem. They have a data fragmentation problem. On paper, everything looks covered. You have identity data, transaction data, device data, bureau data, maybe even behavioral signals layered in. Each system does its job. Each check passes. Each report looks complete. And yet, something still feels off. Fraud slips…

There was a time when fraud in lending looked obvious. Fake documents. Mismatched details. Profiles that didn’t quite add up.You could spot it if you looked closely enough. That time is gone. What lenders in India are increasingly dealing with today is something far more subtle—synthetic identities. Not entirely fake. Not entirely real. Just real…

For years, KYC felt procedural. Collect the ID.Verify the details.Run database checks.Approve or reject. It was compliance by design — necessary, regulated, but rarely strategic. Then genAI in kYC arrived, and the ground shifted beneath digital onboarding. Not because regulators changed the rules overnight. Not because APIs evolved. But because the nature of identity itself…

Loan stacking rarely announces itself. There’s no dramatic system breach.No forged signature.No obvious identity theft. On paper, the borrower looks fine. The bureau score is acceptable.The income declaration seems reasonable.KYC checks pass. The loan gets approved. Three weeks later, repayment fails. What happened in between is what every NBFC in 2026 needs to understand. What…

There was a time when digital payment fraud meant card skimming. Then it meant phishing emails. Then it meant OTP theft. Now it means something subtler. It means social engineering that feels like customer service.It means mule accounts opened cleanly.It means fraud rings that understand UPI rails better than some bank teams do. The speed…

Fake identities don’t arrive wearing masks. They arrive with perfectly formatted names, clean profile pictures, valid-looking phone numbers, and documents that pass at first glance. They behave like users. They transact like users. Sometimes, they even convert better than real users. And that’s exactly why they’re dangerous. Digital platforms today operate at massive speed. A…

When most people read the Union Budget, they scan for tax slabs, sector allocations, or subsidy changes. But hidden between the headline numbers is a deeper structural story — one that matters enormously for the digital economy. This year’s policy direction makes one thing clear: India isn’t just expanding its economy. It’s strengthening the infrastructure…

In modern financial services, verification is no longer just a compliance step hidden in the back office. It’s part of the customer journey. Whether someone is opening a savings account, applying for a personal loan, or setting up a payments account, the verification process defines how fast, how smooth, and how trustworthy the experience feels.…

Every forged document tells two stories. One is about the person trying to cheat the system.The other is about the organization that failed to catch it in time. In banking and financial services, fake documents aren’t rare edge cases. They show up in loan applications, KYC records, income proofs, employment letters, address documents, and identity…