
The Hidden Layer in Lending: What Financial Behavior Analysis Reveals
Two borrowers sit in the same credit queue with the same salary band. Both carry CIBIL scores above 720. On

Two borrowers sit in the same credit queue with the same salary band. Both carry CIBIL scores above 720. On

Automated bank statement analysis processes a loan file in under 60 seconds. Manual review takes 20–40 minutes for the same

FOIR calculation is one of the first checks a lender runs when evaluating a loan application. FOIR stands for Fixed

Over 75% of loan applications in India now rely on bank statement data as a primary input for credit decisioning.

Credit appraisal is the process through which a lender evaluates whether a borrower can repay a loan. For NBFCs in

Bank statement analysis red flags are the warning signs that tell a lender something is wrong with a borrower’s financial

Account aggregator is a new class of RBI-licensed NBFC that enables consent-based sharing of financial data between institutions in India.

A fake bank statement is one of the most common instruments of loan fraud in India, and it is costing

NPA in banking refers to a loan or advance where the borrower has stopped making payments for 90 days or