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Unknown Story

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Unknown Story

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  • 2 months later......
  • This is a risky profile with many missing information and no credit history
  • I have a new renovation loan to review. Looks like this applicant did not meet our credit criteria
  • XXX Digital Bank : Renovation loan
  • James Unverifiable
  • It has been 2 hours verifying his data ,I wish there is a technology that can automate this inefficient process
  • Me too, Let me take a look.
  • XXX Digital Bank : Renovation loan
  • I have received so many applicants with thin credit file the past few days. What should we do?
  • James Unverifiable
  • Have you heard of alternative data?I recently read an article on alternative data. Look it up.
  • It has been 1 month and our loan approval rate for renovation loan is still so low. What should we do?
  • 2
  • Approved
  • 20
  • Rejected
  • Office : Pain points of traditional credit analysis
  • Yes, you should.
  • Should we propose the idea using of alternative data to perform credit analysis ?
  • What is alternative data ?refers to any data that is not directly related to a consumer’s credit behaviour
  • In the afternoon.....
  • Office : Pain points of traditional credit analysis
  • Social Profile Data
  • Transaction Data
  • Rent/Utility Data
  • Alternative Data
  • Clickstream Data
  • Social Network Data
  • Since most renovation loan applicants are new to the credit system, there is not much data available for us to approve. Hence alternative data should be considered
  • Office : Pain points of traditional credit analysis
  • With alternative data, we are able to create a new customer segment, boost our loan process by using real-time data and enhanced the credit analysis by uncovering hidden relationships between variables that are not so obvious in traditional data
  • Alternative Data
  • VS
  • Traditional Data
  • Office : Discussing if alternative data should be used to evaluate credit risk
  • Meeting Room : Proposing(why?) alternative data for credit evaluation
  • Why should we use alternative data for our credit evaluation?
  • Meeting Room : proposing(why?) alternative data for credit evaluation
  • Sound great I approve this idea
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