Credit scoring with open banking: how to assess thin-file borrowers
How lenders use open banking account data to assess income, expenses and affordability for borrowers with little credit history – process, data, risks and rules.
CCD2 is the new EU directive on credit agreements for consumers. It replaces the 2008 Consumer Credit Directive, which was written before smartphones, instant online loans and buy now, pay later became mainstream.
Member states had to transpose CCD2 into national law by 20 November 2025, and the new rules apply from 20 November 2026. Because it is a directive, the exact wording, some thresholds and optional exemptions depend on each country's implementing law – always check the national version in every market you serve.
The biggest practical change is scope. Many products that used to sit outside consumer credit rules are now covered.
CCD2 requires a thorough assessment of whether the consumer is likely to meet their obligations, based on relevant and accurate information on income and expenses and other financial and economic circumstances.
It also restricts the data that may be used: special categories of personal data, such as health data, cannot be used, and personal data from social networks should not be used for this purpose. Where the assessment involves automated processing, the consumer has the right to request human intervention, an explanation and to contest the decision.
For lenders this means every decision must be documented: which data was used, which rules applied and why the outcome was approve, decline or refer.
Pre-contractual information must be clear and timely, with key information presented in an overview at the top of the standard form. Advertising must include standard information and a clear warning that borrowing money costs money.
The directive also limits practices that can harm consumers: unsolicited credit is prohibited, tying practices are restricted, and member states must take measures against excessively high interest rates or total costs, for example through caps.
Before starting enforcement, lenders must have adequate policies to show reasonable forbearance to consumers in difficulty. This can include refinancing, changing the term, the type of agreement or deferring payments.
Collection strategies should therefore include documented forbearance options, contact rules and the ability to restructure loans without manual spreadsheet work.
Most lenders do not need a new business model, but they do need proof. A good starting point is to compare each product with the national law and check whether your systems can produce the evidence a supervisor would ask for.
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In most cases yes, especially when a third-party lender provides the credit. Some limited exemptions exist and member states have options, so check the national implementing law.
The directive covers credit agreements up to €100,000, up from €75,000 under the previous directive.
Yes, but consumers have the right to request human intervention, an explanation and to contest the decision, so lenders need a documented review process.
Software cannot guarantee compliance on its own. It should provide the processes, records and reports; policies and legal advice remain essential.
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How lenders use open banking account data to assess income, expenses and affordability for borrowers with little credit history – process, data, risks and rules.
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