Experian Launches Cashflow Attributes to Boost Small Business Lending Performance

Experian has launched Cashflow Attributes, a tool designed to convert business bank transaction data into actionable analytics for commercial lenders. By integrating real-time cash flow insights with traditional credit reports, the solution allows financial institutions to more accurately assess the creditworthiness of small businesses, particularly those with limited credit histories that often struggle to secure traditional financing.

What was announced

The launch of Cashflow Attributes marks a shift in how commercial lenders evaluate the financial health of small and medium-sized enterprises (SMEs). The solution functions by ingesting raw bank transaction data and transforming it into standardized, analytics-ready attributes. This allows lenders to move beyond static credit scores and gain a more granular view of a business's daily financial operations, including revenue patterns, expense management, and liquidity. The tool is specifically targeted at commercial lenders looking to bridge the gap for "thin-file" businesses—entities that may have a strong operational history but lack the extensive credit footprint required by traditional underwriting models.

By combining these cash flow insights with traditional commercial credit data, lenders can better evaluate businesses with limited credit histories and identify opportunities to extend credit more confidently. In Experian's analysis, this approach delivered up to a 24% lift in predictive performance for thin-file businesses. The attributes are designed to be easily integrated into existing underwriting workflows, allowing for faster decisioning without requiring lenders to manually parse through months of bank statements. This automation of transaction data analysis is intended to reduce the friction often associated with small business lending, providing a more comprehensive risk profile that accounts for real-time financial behavior. The solution aims to help lenders better assess small business creditworthiness and overall financial health by providing a standardized way to interpret bank transaction data.

The companies involved

Experian is a global information services firm that provides data and analytical tools to the financial services industry. The company operates the website experianplc.com and maintains a significant presence in the credit reporting and commercial lending sectors. Its primary focus involves the aggregation of data to assist lenders in assessing risk and making informed credit decisions. By developing solutions that bridge the gap between traditional credit data and real-time financial behavior, the company serves as a critical infrastructure provider for commercial financial institutions.

The firm’s influence in the market is reflected in its extensive history of product development and industry engagement. FF News has reported on the company’s activities in 107 separate instances, documenting its role in the ongoing digital transformation of the credit and lending landscape. This volume of coverage highlights the company's position as a key player in the fintech space, particularly in the areas of credit decisioning and data-driven risk management. Through its various platforms and analytical tools, the company continues to provide the data necessary for lenders to evaluate business health and extend credit across different market segments.

What FF News has reported before

FF News has maintained a consistent focus on Experian’s technological evolution, particularly its integration of artificial intelligence into credit decisioning. In September 2026, we covered how Experian Integrates with Google Gemini to Provide AI-Powered Credit Insights, a move that brought generative AI to its consumer app. This followed the introduction of the Experian Launches AI-Powered Activate Engine to Personalize Credit Decisioning, which aimed to streamline real-time underwriting for lenders. Our reporting also highlighted the company’s infrastructure partnerships, such as when Experian and ServiceNow Partner to Scale Agentic AI with Trusted Decisioning Data. These stories illustrate a broader trend of data-driven automation that the industry is currently navigating, a topic also touched upon in our analysis of how AI Takes Center Stage as the Major Threat to Cybersecurity in 2026.

What this means

The move toward cash-flow-based underwriting represents a necessary evolution in the commercial lending space, where traditional credit scores often fail to capture the agility of modern small businesses. By formalizing bank transaction data into standardized attributes, Experian is essentially commoditizing cash flow insights, which puts pressure on traditional credit scoring models to adapt. This moves the needle for the industry by providing a more inclusive framework for lending to underserved segments. However, it also raises questions about how quickly legacy banks can integrate such granular data without overhauling their existing compliance and credit policy frameworks, and whether small business owners will embrace the transparency required for these real-time assessments.