Lenders have historically relied on credit bureau scores to evaluate loan applicants. While bureau scores serve as a good reference for a borrower's historical debt repayment, they present a major blind spot for new-to-credit (NTC) segments or borrowers without active credit files. The CredTrace Score fills this gap by evaluating real-time transaction stability and cash flow health directly from the borrower's bank statement records.

Why Bank Statement Scoring is the Next Frontier

Historical credit scores do not capture current income or real-time cash flow realities, which are the primary indicators of a borrower's capacity to service new debt. By applying automated transaction scoring algorithms, underwriters can evaluate actual operational consistency, recurring receipts, and overall balance stability in under 120 seconds, allowing for instant and data-driven underwriting decisions.

Core Scoring Parameters in the CredTrace Algorithm

The CredTrace algorithm analyses multi-month transactional data and aggregates a credit score using weighted behavioral data points. Underwriters get a clear picture of cash flows, regular deposits, undisclosed EMIs, and overall transactional stability, removing the subjectivity from manual credit analysis.

Key Metrics and Insights Captured by the CredTrace Score

  • Cash Flow and Income Stability: Verifies the frequency, consistency, and amounts of salary or business receipts, separating regular business credits from personal transfers.
  • Obligation and Debt Load: Automatically identifies recurring auto-debit transfers to undisclosed lenders and tracks the existing EMI load on the borrower's cash flows.
  • Negative Behavior Indicators: Evaluates cheque bounce frequencies, auto-debit failure histories, and critical low-balance dip frequency to compute overall operational risk.

Conclusion

The CredTrace Score acts as an automated underwriting tool that allows digital lending operations to confidently assess borrower creditworthiness. By supplementing credit bureau profiles with real-time transactional scores using our bank statement underwriting tool, lenders improve operational efficiency and expand credit access safely.