© 2019 Fair Isaac Corporation. Confidential. This ... Score and Consumer...This presentation is...
Transcript of © 2019 Fair Isaac Corporation. Confidential. This ... Score and Consumer...This presentation is...
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 1
© 2019 Fair Isaac Corporation. Confidential.
This presentation is provided for the recipient only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent.
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 2
© 2019 Fair Isaac Corporation. Confidential.
This presentation is provided for the recipient only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent.
UltraFICO™ Score & Consumer Contributed Data Experience
Dave Shellenberger
Vice President, Product Management FICO
Thorsten Jaeckel
Product Lead for Consumer Lending Square Capital
Kalpesh Kapadia
CEO & Co-FounderDeserve, Inc.
Yingfeng Xu
DirectorPenFed Credit Union .
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 3
UltraFICO™ Score Pilot Participants
Kalpesh Kapadia
CEO & Co-Founder,
Deserve, Inc.
Thorsten Jaeckel
Product Lead for Consumer Lending, Square Capital
Dave Shellenberger
VP Product Management,FICO
Yingfeng Xu
Director, Credit Card
Credit Policy Lending
Services, PenFed
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 4
Development, Model Design & Performance
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 5
Leveraging Financial Transaction Data
• The UltraFICO™ Score incorporates transactional data from consumer’s checking,
savings and money market accounts
• Extends the scorable population and refines prediction to broaden financial inclusion
UltraFICO™ Score
• Scaled to align to the standard FICO® Score
• Same 300-850 score range
• Score factor reason codes/Exclusion codes
• DDA index
• All supporting documentation for Risk Based Pricing and consumer dispute notification
Experian Credit Bureau
Data
Finicity DDA
Aggregation
ExperianDistribution &
Support
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 6
Providing a Demand Deposit Account Consumer Report
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 7
Is DDA Data a Leading Indicator of FICO Score Migration?
Benchmark: FICO® Score Migration on Population with FICO® Score 9 = 620-679
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When DDA Data Indicates Stronger Risk Profile
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When DDA Data Indicates Weaker Risk Profile
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Enhanced Score Performance
Meaningful increase in predictive power
Comparing KS Values UltraFICO™ Score FICO® Score 9 % Uplift
THIN/YOUNG PRIME POPULATION
Bankcard Originations 43.78 38.52 13.7%
Auto Originations 41.25 36.77 12.2%
NON-PRIME POPULATION
Bankcard Originations 44.55 42.69 4.3%
Auto Originations 48.35 46.43 4.1%
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Applicant Population: Total (with self-selection filters)
Score Difference Distribution: FICO® Score 9 vs. UltraFICO™ Score
• Consumers with no negative balances and $400 average balance in past 3 months • 70% of population experiences a score increase
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 12
Applicant Population: Thin/Young Prime (with self-selection filters)
Score Difference Distribution: FICO® Score 9 vs. UltraFICO™ Score
• Consumers with no 78% of population experiences a score increase
• More than 40% see increase over 20 points
© 2019 Fair Isaac Corporation. Confidential. This presentation is provided for the recipient
only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 13
Applicant Population: Non-Prime Credit Files (with self-selection criteria)
Score Difference Distribution: FICO® Score 9 vs. UltraFICO™ Score
• 77% of population experiences a score increase
• More than one in ten see an increase of 20 points or more
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 14
Sample Process FlowConsumer
applies for
credit
Minimum
criteria not
met
Consumer
presented with
UltraFICO™
option
Consumer
shares
accounts for
consideration
UltraFICO™
Score
calculated
Credit
decision
refactored
Minimum
criteria met
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 15
Square
Thorsten Jaeckel
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Payments are at the center of all we doAccept every payment type with Square and never miss a sale.
Transparent pricing and fast deposits included.
Start Run Grow
POINT OF SALE ANALYTICS CAPITAL
HARDWARE EMPLOYEE MANAGEMENT CUSTOMER ENGAGEMENT
INVOICES APPS
Free point of sale app that runs on iOS and Android devices
A real-time, centralized view of business data to help to manage operations
Fast, transparent loans offered to prequalified sellers based on payment history and repaid automatically through card sales
Start accepting card payments in minutes with Square’s hardware, including Square Stand and the contactless and chip reader
Manage employee timecards, oversee multiple locations, and view detailed sales reports
Engage customers and conduct closed loop email marketing
Quickly and easily create custom digital invoices and quickly collect payment
Marketplace to select third-party software products (such as Intuit) to integrate with Square
Square Installments allows our sellers to offer POS financing to their customers
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For Consumers
● Loans from $250 - $10,000 for 3 - 12 months
● Rates from 0% - 30% APR
● No hidden fees
For Sellers
● Quick & easy onboarding in minutes
● Full integration into Square POS
● Accessible to sellers of all sizes - no required minimums
We use Machine Learning on top of a wide range of data sources to make underwriting decisions
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CRA, IDV & Fraud Data
Square Proprietary Data
Consumer Contributed Data
Machine Learning
Square Installments Application
This allows us to expand access to credit for our borrower base
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Swap-ins from our proprietary ML model
Swap-outs
Approved by model & score
Consumer Contributed data helps us capture customers we can’t otherwise lend to
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PenFed OverviewOctober 2019
About PenFed Credit Union
WHO WE AREWe are America’s member-owned, growth-oriented financial leader providing
competitive pricing, digital convenience and exemplary service to those who serve.
OUR HISTORYEstablished in 1935 as the War Department Federal Credit Union, We are one of
the country’s strongest and most stable financial institutions.
OUR SIZE$24.5 billion in assets and 1.8 million members
OUR MISSIONTo empower the members of our communities in achieving their financial well-being.
OUR VISIONTo be recognized as one of America’s
Premier financial institutions, delivering convenience and compelling value.
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PENFED CORE PRODUCTS
Auto Loans Credit Cards Home Loans Deposits
+ Unsecured Loans Student Refi Wealth Management
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Tell us how we did!
Before you leave, please take
a couple of minutes to take our
session survey found in the
FICO World app in the session
details.
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Learn More
Related Sessions• Keynote: Behind the Number that Transformed Credit – Financial Inclusion
Innovation
• Sally Taylor - Thursday at 1:30
Solution Center • Scoring Strategies
Experts Here
• Ethan Dornhelm
• Radha Chandra
• Dave Shellenberger
• Julie Wooding
Demo Theater• Financial Inclusion & Empowerment through FICO Score Innovations
• Wednesday, Nov 6th at 10:30 am
• Tom Quinn
FICO Blog• https://www.fico.com/blogs/lendit-keynote-analytic-innovations-using-
consumer-permissioned-data
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only and cannot be reproduced or shared without Fair Isaac Corporation’s express consent. 27
Thank You!
Dave Shellenberger
VP Product Management, FICO