RIYAS BABU
Author: RIYAS BABU

How AI Is Changing the Way Lenders Use Bank Statements for Loan
What if you could spot a fraudulent bank statement before it even hit your desk?Or approve the right borrower without combing through 47 pages of transactions? That’s the power AI is bringing to the loan approval process – and it’s not a distant future. It’s happening now. Lenders are waking up to a new reality:

Worried About Bad Loans? How Credit Risk Assessment Tools Changing Lending in 2025
Have you ever spent a night tossing and turning, thinking about what could happen if your bank or finance company gave a loan to the wrong person? For thousands of lenders in India, fears of hidden risks, rising defaults, and missed warning signs create huge stress. Every lending decision feels like a gamble, and the

Why Borrowers Lie Less When You Have Better Tools
Borrower transparency isn’t just a compliance checkbox—it’s your line of defence. For lenders, underwriters, and NBFCs, the accuracy of a loan file could mean the difference between a profitable deal and a ticking time bomb. But here’s the overlooked truth: borrowers don’t lie just because they want to. They lie because they think they can

Why Lenders Care More About Assets Than Revenue
You’re a lender reviewing two businesses.One earns ₹10 crore a year in revenue, but owns barely any equipment or property. The other brings in only ₹3 crore—but sits on land, machinery, and inventory worth ₹15 crore.Who would you trust more?Exactly. Revenue is flashy. Assets are foundational. This simple contrast is why the age-old debate of

5 Signs Your Loan Processing Workflow Is Leaking Money
In one NBFC branch, a ₹12 lakh personal loan was approved in 6 days—only to be written off in 3 months. The documentation looked perfect, the bank statement looked clean… until collections found it was doctored. The real issue? A process so busy that no one had time to dig deeper.Loan processing, when not reviewed

The Hidden Risks of Non-Compliance in GST Returns
Ever seen a business spend years building its brand-only to get slapped with a massive tax penalty that wipes out its cash reserves in a single notice? That’s not drama; that’s what non-compliance with GST compliance requirements can do. And the worst part? Most businesses don’t even see it coming. For deeper insights into building

The Red Flags of Tax Evasion Hiding in GSTR-3B and GSTR-1
Ever looked at a GSTR-3B and thought, “Everything looks fine”? That’s exactly what someone trying to hide tax evasion wants you to think. The truth is, mismatches and manipulation don’t scream at you—they whisper. And for lenders, auditors, and NBFCs, missing these red flags means green money silently walking out the door. So let’s unpack

The Modern Underwriter’s Checklist: What Actually Matters in 2025
“Do you know how many loan files a senior underwriter clears in a day at a mid-sized NBFC?” Somewhere between 25 to 40. That’s one every 10–15 minutes. Not much time to catch fraud, misreports, or subtle red flags. And yet, one mistake could cost lakhs—or worse, your company’s reputation. That’s the pressure of credit

How to Detect Borrower Fraud Before It Hits Your Balance Sheet
“He seemed genuine—until the EMI bounced. Twice.”That’s what a frustrated loan officer said after a ₹40 lakh business loan turned sour. The borrower had all the right documents, clean statements, even a good credit score. But three months in, the cracks began to show. Welcome to the real face of borrower fraud—quiet, clever, and far

Why Embedded Finance Is the Next Fintech Disruption in India- What It Means for SMBs?
What if your competitors could offer loans, credit, or insurance without ever being a bank? That’s not a futuristic idea anymore – it’s happening now. And if your business still depends on outdated tools and legacy finance workflows, you might be falling behind. Welcome to the new fintech frontier: Embedded Finance. In simple terms, it

