FairPlay finds Prism Data’s CashScore® Increases Both Credit Signal and Financial Inclusion

PR Newswire

LOS ANGELES, Sept. 28, 2026 /PRNewswire/ — FairPlay, the AI enablement company for the financial services industry, today released the results of an independent fairness assessment of Prism Data’s CashScore®, its cash flow underwriting score that predicts risk independently of credit scores using real-time deposit transaction data.

Prism’s CashScore enables lenders to analyze bank account transaction data to identify more high-quality borrowers and reduce losses. Through a comprehensive data study, FairPlay tested whether CashScore achieves these results fairly, without creating proxy risk or unjustified disparities in outcomes.

FairPlay’s assessment found:

  • Proxy Testing – CashScore was not correlated with protected status in a way that might suggest that it functions as a proxy for protected status.

  • Underwriting Outcomes – On a risk-adjusted basis, no statistically significant differences in underwriting outcomes were found between protected class consumers and non-protected class consumers evaluated using CashScore.

  • Scorability – Protected class consumers were equally as likely as non-protected class consumers to have sufficient data to receive a CashScore.

“The promise of cash flow underwriting is that lenders can see more about the borrower’s financial health and behavior than the traditional credit file can show,” said Kareem Saleh, Founder and CEO of FairPlay. “The test is whether you can widen that lens without introducing or widening disparities. Our analysis of Prism’s CashScore shows you can.”

“As pioneers of cash flow underwriting, we’ve built our solutions from the ground up not only for business impact, but also for compliance, transparency, and fairness,“ said Jason Rosen, Founder and CEO of Prism. “For over a decade, we’ve studied our impact and consistently found that this approach expands financial opportunity without discrimination or disparate impact. FairPlay’s independent, innovative testing methodology provides further evidence of that.”

About FairPlay

FairPlay is the AI enablement company for the financial services and insurance industries. FairPlay specializes in testing, tuning, and validating AI systems and agents, helping institutions deploy AI faster, more profitably, and in full compliance. Its products address the toughest challenges in AI deployment, including Bias Testing, Model Optimization, Model and Agentic Validation, Second Look, and Safe AI Sourcing. FairPlay’s work has been featured in The Wall Street Journal, USA Today, Politico, American Banker, and Forbes. In 2023, Fast Company recognized FairPlay as a “World Changing Idea.” To learn more, please visit fairplay.ai.

About Prism

Prism Data is the leading provider of cash flow underwriting and intelligence solutions for consumer and SMB lending. Its flagship product, CashScore®, enables lenders and banks to use first- and third-party deposit data to better understand applicant and customer risk, providing a more inclusive and predictive view of financial health than traditional credit data alone. Prism Data’s suite of solutions also includes Income, which delivers a comprehensive view of earnings across traditional and non-traditional sources; Insights, a library of tens of thousands of cash flow attributes for custom modeling; and Pulse, which extends these capabilities into continuous, time-series customer monitoring post-origination. To learn more, please visit prismdata.com.

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SOURCE FairPlay

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