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Risk analysis of closed mortgage loans using DTI% and other loan factors

The Client

Independent Mortgage Lender

Challenge

  • Looking to create analytical models to:
  • Check integrity and accuracy of income calculations
  • Provide insights on the borrowers capacity to repay/ chances of defaulting
  • Identifying borrowers to contact for loan modification, revised payment plan etc.
  • Forensic examination of portfolio for sale of loans in the secondary market

Solution

  • Coforge supported the analytics by re-computing DTI for the full portfolio of loans
  • Analysis of DTI by:
    • Credit Score
    • LTV
    • Gift Amount
    • Loan Product
    • Property Type

Execution

Other analysis by:

  • Number of borrowers
  • Additional income and health benefits
  • Area of the property
  • Number of vehicles owned

Value Delivered

Early warning of possible default

  • Potential reduction in repurchase
  • Rebalancing of portfolio to manage risk
  • Reduced foreclosure risks
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