This course covers Customer Outcome Risk Metrics, which involves defining and using metrics to quantify and monitor risks related to customer outcomes within the Housing Finance Credit workflow, particularly for accounts requiring structured assessment, clearly defined boundaries, and independent review. It evaluates key dimensions such as embedding fraud prevention, ethical conduct, and fairness principles into product and process design, with each representing a distinct assessment dimension that requires independent validation and documented rationale before any credit action is finalized.
It is distinct from portfolio diversification strategy, as it focuses on the structured measurement and monitoring of customer-level outcomes—such as fairness, transparency, affordability impact, and conduct risks—to ensure responsible lending practices, rather than broader portfolio-level strategies that address exposure distribution. Within Fraud, Conduct & Fairness-by-Design, the credit manager validates team-level analysis, approves case recommendations, and manages segment-level exposure within Housing Finance Credit, shaping escalation scope and credit committee priorities.