Tech, ExplainedFintech
Product

Bank statement analysis

Your bank statement, turned into a credit profile.

BEFORE ITAFTER ITBank statement analysisPerfiosFinBoxDigitap.aiOcrolusCOVERSStatement readingTamper checksTransactionsortingAccount aggregatorBanking APIs↗ DIGITAL BANKINGfetchesthe statementInstant personal loan app↗ DIGITAL LENDINGuploadsthe statementMSME loans↗ MSME LENDINGsendsbusinessstatementssends thecreditprofileCredit decision enginesendsthe analysisCreditunderwriting softwarelistsexisting EMIsDebt consolidation↗ PERSONAL FINANCECONCEPTS IT USESAccount aggregatorBEFORE ITAFTER ITBank statement analysisPerfiosFinBoxDigitap.aiOcrolusCOVERSStatementreadingTamper checksTransactionsortingAccountaggregatorBanking APIs↗ DIGITAL BANKINGfetchesthe statementInstant personalloan app↗ DIGITAL LENDINGuploadsthe statementMSME loans↗ MSME LENDINGsendsbusinessstatementssends thecreditprofileCreditdecision enginesendsthe analysisCreditunderwritingsoftwarelistsexisting EMIsDebtconsolidation↗ PERSONAL FINANCECONCEPTS IT USESAccount aggregatorBEFORE ITBanking APIs↗ DIGITAL BANKING↓ fetches the statementInstant personal loan app↗ DIGITAL LENDING↓ uploads the statementMSME loans↗ MSME LENDING↓ sends business statementsBank statement analysisPerfiosFinBoxDigitap.aiOcrolusStatement readingTamper checksTransaction sortingAccount aggregatorAFTER IT↓ sends the credit profileCredit decision engine↓ sends the analysisCredit underwriting software↓ lists existing EMIsDebt consolidation↗ PERSONAL FINANCECONCEPTS IT USESAccount aggregator
Bank statement analysis receives a statement as a PDF or through the account aggregator, checks it for tampering, sorts every transaction, and sends a one-page credit profile to the lender's decision engine.
opens a page inside this one a page in the same scene a page in another scene a concept page a label only, with no page

Bank statement analysis is software that reads a borrower's bank statement and turns it into a credit profile for the lender. It finds the borrower's income, regular expenses and existing EMIs, and it checks whether the statement has been tampered with.

A bank statement tells a lender a lot. It shows when the salary arrives and how much it is. It shows the EMIs already being paid, and whether any of them bounced. A bounce is a payment that failed because the account did not have enough money. It also shows spending, such as large payments to online betting sites, which many lenders treat as a risk.

The statement reaches the software in one of two ways. The borrower can upload a PDF downloaded from net banking. Or the borrower can share it through the account aggregator, India's consent-based system for sharing financial data. Through the account aggregator, the data comes straight from the bank, so the borrower cannot edit it. A PDF can be edited, so the software checks it for signs of tampering. For example, it checks whether the fonts match the bank's usual format. It also checks whether each closing balance equals the opening balance plus the credits minus the debits.

Consider a shop owner in Vijayawada who applies for a ₹5 lakh business loan and shares 12 months of statements. The software reads 1,940 transactions. It sorts them into groups: UPI payments from customers, payments to suppliers, rent, and two EMIs of ₹8,200 and ₹3,500. It finds that UPI payments from customers average ₹2.8 lakh a month, with a dip in the monsoon months. It also finds one EMI bounce, eleven months ago. The result is a one-page profile: average monthly money in, average balance, existing EMIs and bounces.

The profile goes to the lender's credit decision engine for a quick decision, or to credit underwriting software for a larger loan. Lenders of instant personal loans and MSME loans use it on almost every application. The list of existing EMIs also helps in debt consolidation, where several loans are replaced by one. Some lenders fetch statements directly through banking APIs.

Bank statement analysis is not the same as a credit bureau check. The bureau shows how a person has repaid past loans. The statement shows how money moves through their account today.

Tech, Explained is a part of ingrid.fyi. Every page explains one piece of technology in plain words.