SlideShare a Scribd company logo
1 © Experian 25/07/2019
Sip and Solve
Collection prioritization using a
scorecard
Featuring:
Brodie Oldham
Consultancy Director, Commercial Data Science
Experian Business Information Services
2 © Experian
Recession risk
Sip and Solve: How to prioritize your collections with scorecards
• Overall outlook is generally positive but
slowing
• Delinquency rates remained stable through
market volatility
• Businesses are building and testing
“recession proofing” strategies
• Most businesses still focused on growth
and universe expansion
3 © Experian
Why prepare for recession
• Risk and loss
• Cost
• Compliance
• Growth
• Customer experience
Sip and Solve: How to prioritize your collections with scorecards
4 © Experian
1
2
3
Prioritize delinquent accounts with higher
likelihood of paying for collection efforts
Score driven processes throughout
lending cycle
Expedite accounts with low propensity for
payment to third party/legal collections
Key benefits from collection score
Sip and Solve: How to prioritize your collections with scorecards
5 © Experian
Manage &
Monitor
Manage
Assist
Special
Third Party
Manual
Hardship / Restructure
Exception
Legal Process
Agency Allocation
Trace
Auto
Pre Delinquent
Outcome
Payment
Promise
Dispute
Complaint
Escalate
Sell
Charge-off
Sell Write-off
Leave/
Monitor
Decisioning /
Machine Learning
Cases
Using machine learning in the collections process
Enabling you to make the right decisions
Sip and Solve: How to prioritize your collections with scorecards
6 © Experian
• Markets are still in the positive
• Grow more effectively
• Keep cost and losses at minimum
• Advanced techniques improve decisions
• Optimized customer experience
Summary and key takeaways
Sip and Solve: How to prioritize your collections with scorecards
7 © Experian 25/07/2019
Thank you!
Have questions or want to learn more about how you can prioritize your
collections using a scorecard? Chat with us:
˃ bit.ly/sip-solve-chat
Watch past episodes and join the list to stay in the loop:
˃ bit.ly/sip-and-solve

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Collections prioritization using a scorecard

  • 1. 1 © Experian 25/07/2019 Sip and Solve Collection prioritization using a scorecard Featuring: Brodie Oldham Consultancy Director, Commercial Data Science Experian Business Information Services
  • 2. 2 © Experian Recession risk Sip and Solve: How to prioritize your collections with scorecards • Overall outlook is generally positive but slowing • Delinquency rates remained stable through market volatility • Businesses are building and testing “recession proofing” strategies • Most businesses still focused on growth and universe expansion
  • 3. 3 © Experian Why prepare for recession • Risk and loss • Cost • Compliance • Growth • Customer experience Sip and Solve: How to prioritize your collections with scorecards
  • 4. 4 © Experian 1 2 3 Prioritize delinquent accounts with higher likelihood of paying for collection efforts Score driven processes throughout lending cycle Expedite accounts with low propensity for payment to third party/legal collections Key benefits from collection score Sip and Solve: How to prioritize your collections with scorecards
  • 5. 5 © Experian Manage & Monitor Manage Assist Special Third Party Manual Hardship / Restructure Exception Legal Process Agency Allocation Trace Auto Pre Delinquent Outcome Payment Promise Dispute Complaint Escalate Sell Charge-off Sell Write-off Leave/ Monitor Decisioning / Machine Learning Cases Using machine learning in the collections process Enabling you to make the right decisions Sip and Solve: How to prioritize your collections with scorecards
  • 6. 6 © Experian • Markets are still in the positive • Grow more effectively • Keep cost and losses at minimum • Advanced techniques improve decisions • Optimized customer experience Summary and key takeaways Sip and Solve: How to prioritize your collections with scorecards
  • 7. 7 © Experian 25/07/2019 Thank you! Have questions or want to learn more about how you can prioritize your collections using a scorecard? Chat with us: ˃ bit.ly/sip-solve-chat Watch past episodes and join the list to stay in the loop: ˃ bit.ly/sip-and-solve