This course explains Early Bucket Risk Monitoring and how tracking low-delinquency buckets helps detect early signs of repayment stress in loan portfolios. It covers the classification criteria, bucket definitions, threshold values, and reclassification triggers used to monitor delinquency flow and emerging risk patterns. The course also highlights how early bucket monitoring supports proactive credit actions by enabling timely escalation, portfolio surveillance, and risk mitigation before accounts deteriorate further.