Digital lending
Review the complete application and disclosure experience across devices and channels.
Digital Lending and Automated Credit Decision Compliance
Digital Lending and Automated Credit Decision Compliance concerns Digital Lending and Automated Credit Decision Compliance and the obligations attached to a creditor using digital channels or decision systems. Legal treatment depends on the jurisdiction, agreement and specific credit activity; documentation, customer communication and auditable controls should follow the governing provisions.
Consumer Credit Compliance for Online Lenders
Consumer Credit Compliance for Online Lenders concerns browser-based origination and the obligations attached to a lender offering credit through its own website. Legal treatment depends on the jurisdiction, agreement and specific credit activity; documentation, customer communication and auditable controls should follow the governing provisions.
Consumer Credit Compliance for Lending Apps
Consumer Credit Compliance for Lending Apps concerns mobile application lending and the obligations attached to a lender using a native app or embedded smartphone interface. Legal treatment depends on the jurisdiction, agreement and specific credit activity; documentation, customer communication and auditable controls should follow the governing provisions.
Digital Credit Application Requirements
Digital Credit Application Requirements concerns application intake and validation and the obligations attached to a consumer entering personal, employment and financial information. Legal treatment depends on the jurisdiction, agreement and specific credit activity; documentation, customer communication and auditable controls should follow the governing provisions.
Automated Underwriting and Credit Compliance
Automated Underwriting and Credit Compliance involves controlling rules engines and decision thresholds and documenting customer outcomes, adverse action reasons and appropriate review. Legal classification and safeguards depend on the governing framework, credit product and actual decision process.
AI-Based Credit Decisions and Regulatory Risk
AI-Based Credit Decisions and Regulatory Risk involves controlling machine-learned predictions, data provenance and vendor models and documenting explainability, governance, fairness and legal accountability. Legal classification and safeguards depend on the governing framework, credit product and actual decision process.
Explainability in Automated Credit Decisions
Explainability in Automated Credit Decisions involves controlling specific principal factors, intelligible notices and explanation fidelity and documenting adverse action and effective consumer communication. Legal classification and safeguards depend on the governing framework, credit product and actual decision process.
Human Review of Automated Credit Decisions
Human Review of Automated Credit Decisions concerns meaningful human intervention and appeal handling and controls addressing whether a reviewer has authority to change an automated outcome. The governing requirements depend on the creditor, consumer transaction and jurisdiction.
Alternative Data in Credit Underwriting
Alternative Data in Credit Underwriting concerns nontraditional payment and cash-flow inputs and controls addressing data provenance, privacy, representativeness and decision accuracy. The governing requirements depend on the creditor, consumer transaction and jurisdiction.
Open Banking in Digital Credit Decisions
Open Banking in Digital Credit Decisions concerns permissioned account-information access for credit decisions and controls addressing bank account data consent, permitted access and processing boundaries. The governing requirements depend on the creditor, consumer transaction and jurisdiction.
Machine Learning Models in Credit Risk Assessment
Machine Learning Models in Credit Risk Assessment addresses credit-risk machine learning models and the need to evaluate forecast calibration, data provenance and explanations. Compliance depends on a documented product, the applicable legal framework and the decisions the model actually affects.
Model Governance for Consumer Lending
Model Governance for Consumer Lending addresses consumer lending model governance and the need to evaluate approval records, model lifecycle roles and independent challenge. Compliance depends on a documented product, the applicable legal framework and the decisions the model actually affects.
Bias Testing in Automated Credit Decisions
Bias Testing in Automated Credit Decisions addresses bias testing in automated credit decisions and the need to evaluate legally scoped bias investigations, model diagnostics and remediation. Compliance depends on a documented product, the applicable legal framework and the decisions the model actually affects.
Put the topic in context.
Choose a jurisdiction before applying a rule. Use the sources attached to each guide and record unresolved product questions.