When a borrower presents an active GSTIN as part of a loan application, credit teams typically treat it as a green flag. The business is registered, the number is valid, and the portal confirms it’s active. Move on to the next document. That’s the wrong conclusion to draw. A GSTIN validation check confirms one thing: […]
Most guides on credit underwriting spend a lot of words explaining what it is. This one focuses on what each stage requires: the documents, data points, and checks a lender needs before the next stage begins. Delays rarely happen at the decision point. They happen because one stage is waiting on something the previous stage […]
The credit process at most NBFCs has a paradox at its centre. The organisation has invested in digital loan origination, a modern LMS, and a CRM. Yet the credit analyst is still downloading PDFs, copying figures into spreadsheets, and waiting on physical documents that need to be verified by hand. The front end is digital, […]
DSAs and NBFCs approve thousands of loan applications monthly, but manual credit analysis misses sophisticated fraud patterns. A borrower shows a ₹80,000 monthly salary, maintains an average balance of ₹ 1.2 lakh, yet defaults within six months. The income was real. The bank statements were genuine. But the cash flow pattern revealed something the manual […]
