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David K. Smith – Sr. Originations Consultant, FICO
Velocity in Small Business
– Auto Decisioning
Agenda
• What I’m NOT saying…
• Why Expedite/Automate Decisioning?
• How is the market auto-decisioning?
• What tools are needed to begin?
• What is the first step?
What I’m NOT saying…
• Change the culture of your organization today!
– Automated Decisioning may not be well received in some lending cultures
– Cultures don’t change overnight
• Use a single score to decision million dollar loans
– Not even FICO is saying this
• Book riskier loans more quickly
– Risk management is always priority #1
Why automate SMB decisioning?
• Competition
– FinTechs are aggressively going after the small dollar lending market
– Large Banks are pushing small dollar requests to commercial cards
– <$10B Banks and Credit Unions have a 9% market share of the <$100,000 loan market*
• Expense
– Cost to manually decision a $38,000 loan: approx. $2,500
– Cost of a completely digital decision: $38,000 loan: approx. $200*
* https://www.cuinsight.com/business-case-adopting-digital-automation-small-business-consumer-loans.html
Why automate SMB decisioning?
• Applicant experience
• Andy’s story: A small bus. owner trying to borrow $35,000
https://www.fedsmallbusiness.org/medialibrary/fedsmallbusiness/files/2019/sbcs-employer-firms-report.pdf
What is the market doing?
• Automating/Expediting small dollar loans/lines/leases
– Loans and Lines: $10,000 to $250,000
– Leases: < $25,000
• Small dollar lending is moving to an ‘App Only’ borrower
experience
– FinTech’s leading this charge
– Collect small amounts of information on the business and guarantors
– Rely on the bureau information, analytics (SBSS score), and proven strategy rules
What tools are required to begin?
• A Loan Origination System that allows throughput decisioning
– Baker Hill technology and experience
• A proven SMB lending strategy
– Data Driven Strategies are ideal (Empirically proven strategies work, too )
• Data
– Data from the application, consumer, and business bureau
– Collateral? Financial?
• Analytics
– SBSS score
What are the first steps?
• Analyze account performance
– Which accounts perform well, which don’t
• Talk to your underwriters
– Use their experience to determine KPI’s
• Run a ‘soft’ rollout
– Have the solution ‘suggest’ a decision and compare the suggested vs the actual outcome
• Start Small (ticket)
Thank you!

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Velocity in Small Business - Auto Decisioning

  • 1. David K. Smith – Sr. Originations Consultant, FICO Velocity in Small Business – Auto Decisioning
  • 2. Agenda • What I’m NOT saying… • Why Expedite/Automate Decisioning? • How is the market auto-decisioning? • What tools are needed to begin? • What is the first step?
  • 3. What I’m NOT saying… • Change the culture of your organization today! – Automated Decisioning may not be well received in some lending cultures – Cultures don’t change overnight • Use a single score to decision million dollar loans – Not even FICO is saying this • Book riskier loans more quickly – Risk management is always priority #1
  • 4. Why automate SMB decisioning? • Competition – FinTechs are aggressively going after the small dollar lending market – Large Banks are pushing small dollar requests to commercial cards – <$10B Banks and Credit Unions have a 9% market share of the <$100,000 loan market* • Expense – Cost to manually decision a $38,000 loan: approx. $2,500 – Cost of a completely digital decision: $38,000 loan: approx. $200* * https://www.cuinsight.com/business-case-adopting-digital-automation-small-business-consumer-loans.html
  • 5. Why automate SMB decisioning? • Applicant experience • Andy’s story: A small bus. owner trying to borrow $35,000 https://www.fedsmallbusiness.org/medialibrary/fedsmallbusiness/files/2019/sbcs-employer-firms-report.pdf
  • 6. What is the market doing? • Automating/Expediting small dollar loans/lines/leases – Loans and Lines: $10,000 to $250,000 – Leases: < $25,000 • Small dollar lending is moving to an ‘App Only’ borrower experience – FinTech’s leading this charge – Collect small amounts of information on the business and guarantors – Rely on the bureau information, analytics (SBSS score), and proven strategy rules
  • 7. What tools are required to begin? • A Loan Origination System that allows throughput decisioning – Baker Hill technology and experience • A proven SMB lending strategy – Data Driven Strategies are ideal (Empirically proven strategies work, too ) • Data – Data from the application, consumer, and business bureau – Collateral? Financial? • Analytics – SBSS score
  • 8. What are the first steps? • Analyze account performance – Which accounts perform well, which don’t • Talk to your underwriters – Use their experience to determine KPI’s • Run a ‘soft’ rollout – Have the solution ‘suggest’ a decision and compare the suggested vs the actual outcome • Start Small (ticket)