This course introduces the concept of Negative Lists & Exclusion Framework within the Personal Loan Credit (Salaried/Self-Employed) framework. It focuses on defining and enforcing clear rules that identify prohibited exposures, customer profiles, or entities that fall outside the institution’s acceptable risk appetite, ensuring strong entry-level risk control.
Learners will explore key assessment dimensions such as establishing exclusion rules and cut-offs, validating income stability criteria against exclusion thresholds, and ensuring consistency in bureau-based screening, with an emphasis on independent validation and well-documented rationale. The course highlights how well-defined negative lists prevent high-risk or non-compliant cases from entering the credit pipeline, reducing downstream risk and operational burden. It also examines risks arising from weak or outdated exclusion frameworks, including unintended exposure to high-risk segments, regulatory breaches, and inconsistent underwriting outcomes.
The course distinguishes negative lists and exclusion frameworks from broader portfolio diversification strategies, emphasizing their role in upfront exposure filtering, rule-based rejection, and breach response at the application stage, whereas diversification focuses on balancing risk across the portfolio. Each requires distinct evidence standards, ownership, and approval authority.
By the end of the course, participants will understand how to design, implement, and maintain effective exclusion frameworks in practice, particularly within Eligibility, Bureau, and Entry Gatekeeping. The course also emphasizes the role of the credit manager in validating team-level analysis, approving case recommendations, and managing segment-level exposure within Personal Loan Credit, ensuring disciplined screening and alignment with credit committee priorities.