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AI-Powered Bank Statement Analysis for Enterprise Lending

Bank statement analysis has become an important part of credit underwriting for banks and NBFCs. It helps lenders understand income, cash flow, existing obligations, repayment behaviour, and unusual account activity before making a credit decision. But enterprise lending introduces another challenge, i.e. scale. A lender may receive bank statements from major commercial banks, cooperative banks, regional institutions, and rural banking networks. Some arrive as ePDFs, while others are scanned copies, passbooks, images, or low-quality documents. Each can follow a different layout and transaction structure. For mid-sized NBFCs expanding into diverse borrower segments, bank statement analysis therefore needs to do more than extract transactions. It must handle document variation, understand financial behaviour, identify risk signals, and fit into the lender's existing underwriting process...