Beyond Credit Scores: How Cash Flow Data is Expanding Access too Credit

For decades, credit bureaus have defined how lenders decide who deserves access to credit. but their lens has always been narrow – focused almost entirely on debt,delinquencies,and repayment history. as Nova Credit Co-founder and CEO Misha esipov told me,that view leaves too many consumers invisible.

“There are still a hundred million Americans who struggle to get basic access to credit,” Esipov said. “The only way to fix that responsibly is with better data.”

The problem, he explained, isn’t just that legacy credit scoring is outdated – it’s that it’s static.Customary bureaus report on liabilities and missed payments, but not on the actual financial lives people live day to day: income, spending, savings, and cash flow.

“Just looking at someone’s liabilities is a fraction of their financial health,” Esipov said. “You’re missing income, you’re missing expenses, you’re missing assets, you’re missing whether someone has overdrafted.That’s the missing half of the picture.”

Cash Flow as a foundation

Cash flow underwriting has emerged as one of the most promising fixes for this problem, enabling lenders to assess “ability to pay” through bank transaction data rather than just credit files.

Esipov sees this as more than a better model. It’s a step toward a new foundation for how creditworthiness is defined.

“Modeling income and understanding ability to pay is foundational,” he said. “The biggest gap in the U.S.credit bureau system is it’s inability to understand income. That’s what makes cash flow data so powerful – you can see it, verify it, and use it to make better decisions.”

Even when incomes fluctuate, visibility into deposits gives lenders a more complete picture of a borrower’s financial stability.