This course explains Channel Risk Differentiation Logic and how lenders define risk controls and underwriting adjustments based on the sourcing channel of personal loan applications. It covers the operational processes, decision checkpoints, responsible roles, and documentation required to manage quality variations across channels such as direct sales, digital platforms, or third-party partners. The course also highlights how channel-based risk differentiation supports better credit risk management by enabling tailored controls, sanction conditions, and portfolio risk appetite adjustments.