Scorecard Construction Performance and Ongoing Review
We will review the iterative processes involved in :
Policy Rules, Decision Tree development, Scorecard composition and Cut Offs
Existing customers
New customers
Behavioural criteria and weighting
Financial criteria - Probability of default, credit score bands and cut offs
Collateral - LGD assumptions
Super accepts
Policy decline v system decline
Policy refer v system refer
Ongoing portfolio performance review and Testing
Testing frequency and protocols
Final decision rate - New scorecard v old scorecard by credit score
Approvals - new sc v old sc by credit score
Refers - new sc v old sc by credit score
Declines - new sc v old sc by credit score
System v analyst rates - new sc v old sc - over rides
1st payment defaults - old sc v new sc
Treatment of declines
P&L impact of incremental approvals - PV Margin +fees less Operating costs and Expected Loss
Knowledge of the strengths and weaknesses of the scorecard
Performance Reports, Dashboards by Dealer and Supplier
Volume, yield, margin, fees, AM Income
Conversion rate
Finance penetration
Decision rates - Approval, refer, decline, and turnaround time
Scorecards per rated Supplier (Gold , Silver and Bronze)
Portfolio performance - Arrears, provisions, w/o
Recourse performance - formal and informal