This course covers Customer Outcome Deviation Analysis, which involves analysing gaps between expected and actual customer outcomes within Consumer LAP Credit workflows to identify conduct risks, fraud indicators, collateral integrity concerns, and governance weaknesses. It focuses on assessing whether customer experiences, repayment behavior, and product outcomes remain aligned with approved underwriting assumptions, policy intent, and fair lending expectations while strengthening risk oversight and corrective action frameworks. The course evaluates key dimensions such as policy interpretation, fraud governance, collateral valuation, and legal checks, with each requiring independent validation and documented rationale before any credit action is finalized. It is distinct from operational procedure design, as it focuses on customer outcome analysis, conduct-risk assessment, and exposure-level fraud and collateral integrity governance, rather than detailed operational workflow execution or process configuration frameworks. Within Fraud, Conduct & Collateral Integrity Controls, the credit manager validates team-level analysis, approves case recommendations, and manages segment-level exposure within Consumer LAP Credit, shaping escalation scope and credit committee priorities.