Experian Launches Cashflow Attributes to Help Thin-File Businesses Qualify for Loans

What Happened

On September 30, 2026, Experian announced the launch of Cashflow Attributes for commercial lenders, a new underwriting tool designed to improve access to thin file business loans by providing more than 500 bank transaction signals to evaluate small and medium-sized businesses with limited credit histories.

The product targets what the credit bureau calls the "thin-file SME credit gap" — the persistent challenge lenders face when evaluating businesses that lack extensive traditional credit data. By analyzing bank transaction patterns, the tool aims to give lenders alternative data points to assess a borrower's cash flow health and repayment capacity.

Why Thin File Business Loans Matter

The timing of this launch reflects ongoing pressures in small business credit markets. According to the Federal Reserve Banks' Small Business Credit Survey, employer firms continue to face uneven access to capital, with newer businesses and those without established banking relationships experiencing higher denial rates than mature firms with extensive credit histories (Federal Reserve Banks SBCS, 2024 release).

For small businesses with thin credit files — including newer ventures, cash-based operations, or businesses whose owners have limited personal credit history — traditional underwriting often means automatic rejection. Cashflow-based attributes offer an alternative lens, evaluating actual revenue patterns, expense consistency, and account stability rather than relying solely on credit bureau scores.

The FDIC's most recent Quarterly Banking Profile shows that small business lending by commercial banks has remained constrained amid elevated interest rates, making alternative data sources increasingly relevant for both lenders seeking to expand their customer base and borrowers seeking approval (FDIC Quarterly Banking Profile).

What Small Business Owners Should Do

Maintain consistent bank account activity. If lenders increasingly use transaction data for underwriting, account stability matters. Avoid frequent overdrafts, maintain regular deposit patterns, and keep business and personal finances separate.

Understand what data lenders see. Under the Consumer Financial Protection Bureau's Section 1071 rule, lenders collecting small business loan applications must gather demographic and decision data. While Experian's product operates on the lender side, borrowers should understand that bank transaction history may now factor into credit decisions (CFPB).

Prepare documentation proactively. Even with alternative data tools, lenders still require standard documentation. Have 12-24 months of bank statements ready, along with tax returns and basic financials. Transaction-based underwriting supplements — but doesn't replace — traditional requirements.

Consider multiple funding channels. Businesses applying to multiple lender types often have higher success rates than those approaching only one source. Online lenders, CDFIs, and credit unions may each weigh transaction data differently. Explore SBA loan options and compare business loan types to find the best fit.

The broader shift toward alternative data in small business underwriting reflects a market searching for better ways to serve creditworthy borrowers who fall outside traditional scoring models. According to the SBA Office of Advocacy, there are more than 30 million small businesses in the United States (SBA Office of Advocacy, 2024). Many of these lack the multi-year operating history that conventional underwriting requires — tools that evaluate actual cash flow patterns rather than credit history alone could expand access to working capital and growth financing.