01 AI-Powered Contextual Credit Underwriting AI-based underwriting is expanding as lenders combine conventional credit histories with contextual and alternative data to assess borrowers more precisely, particularly those with limited credit histories; a 2026 study of Indian lenders found that 79% of ML adopters believed machine learning helped them responsibly serve new customer segments that traditional scorecards often excluded.
02 Use of Transaction-Level Data for Dynamic Credit Limits Transaction-level financial data is also becoming more important for dynamic credit limits, as continuous information on spending, repayment, and cash-flow patterns allows lenders to adjust available credit according to changing borrower behavior rather than relying only on periodic credit-bureau updates; BIS research using transaction-level data found that machine-learning models using non-traditional data improved prediction of losses and defaults during periods of financial stress.
01 Increasing Adoption of Buy Now, Pay Later Services and Expansion of E-Commerce and Online Purchases Drive Market The increasing adoption of buy now, pay later (BNPL) services is raising consumer credit demand by allowing customers to spread payments for purchases over multiple installments. Greater availability of short-term financing at checkout encourages consumers to use credit for electronics, apparel, travel, and other discretionary purchases. For example, an online shopper can use BNPL to divide the cost of a smartphone into several scheduled payments instead of paying the full amount upfront. Higher transaction volumes create additional credit origination opportunities for lenders and BNPL providers. This expansion of installment-based purchasing therefore supports demand in the consumer credit market.The expansion of e-commerce and online purchases is increasing demand for consumer credit by creating more digital points where financing can be offered during checkout. Higher online transaction volumes encourage lenders and payment providers to integrate credit options directly into digital shopping platforms. For example, e-commerce platforms can offer instant installment financing for higher-value purchases such as laptops, smartphones, and home appliances. Greater availability of credit at the point of purchase increases borrowing opportunities and expands the volume of consumer credit transactions. The continued shift toward online retail therefore supports growth in the consumer credit market.
01 Higher Interest Rates and Borrowing Costs and Credit Fraud and Identity Theft Risks Restrain Market Expansion Higher Interest Rates and Borrowing Costs: Elevated interest rates increase the cost of loans, credit cards, and other consumer borrowing products, raising monthly repayment obligations for borrowers. Higher financing costs can reduce consumers’ willingness to take new credit and lower borrowing capacity, particularly for price-sensitive households. This can slow loan origination and limit growth in consumer credit demand.Credit Fraud and Identity Theft Risks: Increasing exposure to credit fraud and identity theft creates financial and operational risks for lenders and consumers. Stronger verification, fraud monitoring, and security measures increase the cost and complexity of credit approval and can make lenders more cautious in extending credit. These constraints can slow approval processes, restrict access for some borrowers, and limit market expansion.
01 Expansion of Credit Products for Underserved Consumers and Development of Credit Management and Debt-Resolution Services Offer Growth Opportunities Banks, fintech lenders, and community-focused financial institutions can target thin-file and underbanked consumers with secured cards, small-ticket loans, and alternative financing products. Companies such as Capital One and LendingClub can expand revenue through interest income, fees, and broader customer acquisition. Broader product access can also create cross-selling opportunities across underserved borrower segments.Lenders, fintech platforms, and debt-servicing companies can provide repayment management, financial planning, and delinquency-resolution solutions to borrowers and creditors. Companies such as FICO and Encore Capital Group can generate revenue through software services, servicing fees, and lender partnerships. Integrated repayment tools can create recurring income while supporting longer-term customer relationships.
01 Rising Consumer Delinquency and Default Risk and Tightening Credit Underwriting Standards Hinders Growth Higher household financial stress can increase missed payments and charge-offs, forcing lenders to strengthen provisioning and risk-management practices. For example, the rise in U.S. credit-card delinquency rates reported by the Federal Reserve has increased pressure on lenders to manage portfolio quality, potentially constraining credit expansion.Lenders are applying stricter income verification, affordability assessments, and credit-risk controls as consumer credit portfolios become more sensitive to borrower quality. This can reduce approval rates for near-prime and thin-file borrowers, limiting lenders’ ability to expand into underserved customer segments.
February 2026 Affirm entered exclusive distribution partnerships with Intuit QuickBooks Payments and Expedia, expanding the availability of its buy now, pay later (BNPL) consumer credit solutions across business payments and travel platforms.
May 2025 Capital One Financial completed its acquisition of Discover Financial Services in a USD 35.3 billion transaction, creating one of the largest U.S. credit card issuers and strengthening its consumer lending and payments network capabilities.
March 2025 JPMorgan Payments partnered with Affirm to integrate BNPL financing into its merchant payments network, enabling participating merchants to offer installment loans at checkout for eligible consumer purchases.