Analytics Area Business Questions
Risk Mitigation
  • How to identify potential defaulters from a list of applicants for a secured / unsecured loan?
  • How to create risk buckets & assign all applicants to the appropriate bucket?
  • How to price the loan and initiate portfolio management activities (e.g. line decrease, grace period reduction etc.) based on the above identification?
Collection Analysis
  • Which accounts should we attempt to collect internally, and which should be outsourced to an agency?
  • What will be my monthly roll-rate?
  • What is the probability of each of my accounts in collections to settle all dues?

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