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Tomorrow’s Knowledge,
Today
…numbers that can make or break your business




Credits (Group 7)
     Deepak Mishra (27)
     Sachin Kotgire (61)
     Tushar Khonde (81)                  1
Will I ever get my money back?



                                                                                 2011:
                                                                                 • Painful saga
                                                           2010:                   continues...
                                                           • Spain, Portugal
                                                             comes down
                                     2009:
                                                           • Germany steps in
                                     • Iceland             • EU – IMF rescue
                                       government            package ($955 bn)
               2008:                   collapses
                                                           • G20 Spending
               • Lehman, Banks       • Gov. stimulus         Disagreements
                 collapse              ($787 bn)
               • US Gov.             • Greece joins too…
2007:            intervenes –
• US Housing     Bailouts, assists
  downturn       buy over
• Subprime     • Heavy Job
  Woes goes      losses(unemplo
  Global         yment - 8.5%)



               meet ….
                                                                                                  2
Impact: Global Economic Slowdown
                Impact on Stock Markets Globally
                Losses to Investors
                Freeze in Inter Bank Credit
                Increasing Unemployment
                Decline in Businesses Globally
                Bailouts



 Aftermath: What did banks do?
    Purchasing information
    Spending habits & patterns
    Credit Scoring & Risk
    Fraud

e.g. If customers shop more often @ discount stores, then they
don’t have much money and hence may not repay bills


                                                                 3
Who is helping banks to look at right things?

• Specializes in                   • Solution improves returns           • 1st ever ‘hadoop’ powered
  • Regulatory compliance            generated by Home Equity              app. for Financial services
    products & services              Lines Of Credit (HELOC)
  • Customer Acquisition                                                 • Analyzes, automates
  • Retention & Churn              • Provides customer preference          storage, processing,
                                     based offers                          retrieval
• Barclays: Cross-channel sales
  campaign                         • U.S. Bank:                          • Cost effective
                                     • Increase in cross sell revenues
• Unicredit:                           by 300%($1 mn)                    • Cloud sol. available
  • Spot customer churn              • 189% y-o-y increase in
    behavioral patterns                responses from one Line of        • Bank of America
                                       Credit campaign
  • Personalized offers across                                             • Better understanding of
    multiple channels                • 73% increase in direct deposit        IMPACT of new & existing
                                       accounts                              products.
                                     • 40% reduction in mailing            • Examines credit &
• Finansbank: Identify prospects
                                       volumes                               operational risks across
  based on credit card holder’s
  spending patterns                                                          different lines of business




                                                                                                     4
Who is helping banks to look at right things? contd…

• Combines operational data         • Unique, patented solution          • Integrated suite of
  (CRM, Financials etc) with VOC      combining data into unified,         customer analytics &
  data -> VOCi                        cross-channel, experience            engagement solutions
                                      analytics framework
• Collection via web links,                                              • Analyzes customer
  comment portals, Email            • Renders simple visuals               sentiments around brands,
  surveys, telephone hotlines,        representing behaviors across        offerings, services etc
  customer feedback etc               systems
                                                                         • RBC:
• ING DIRECT:                       • Instant view and insights to         • Uses ‘Attensity Analyze’
  • Simplified financial products     granular level information             for customer analytics
  • Helps identify right customer                                            process to integrate over
  • Create an emotional             • Citibank:                              1 mn pieces of customer
    connection with customers         • Implemented Traffic Viewer, a        feedback
                                        visual traversal mapping
                                        showing customers movement        • Gained better insights
                                        through the bank’s IVR systems      into customers pain-
                                                                            points
                                     • Identify time spent before,
                                       after and between various
                                       steps in the self-service

                                                                                                     5
Who is Looking Beyond Numbers - HBOS

•   Largest retail bank in UK
•   Now part of Lloyds Banking Group
•   22 million current account customers
                                                                 10 – 15%
                                                                 increase in
                                                  Customer       leads and
                                                  Service        half of
                                                  Agent offers   those
                                    Predict       the product
                                    probable                     converted
                                    cross-sell                   to sales
                                    product
                       Analyze      opportunity
                       customer’s
                       profile




                                                                               6
Who is Looking Beyond Numbers – Fifth
                   Third Bank
•     Fortune 500 bank with $111 billion in assets
•     Based out of Cincinnati, OH
•     More than 15 million account holders
                                                                         400% ROI ::
                                                                         Account
                                                         Customer        attrition
                                                         Service Agent   went down
                                                         offers new      by HALF
                                       Predict           services &
    Lost 9 out of                      probable          discounts
         10                            reasons for
     customers                         dissatisfaction
                         Analyze
                         customer
                         transaction
                         data




                                                                                       7
Who is Looking Beyond Numbers – WELLS
                    FARGO
•   Fortune 500 bank with $1.3 trillion in assets
•   Based out of San Francisco, CA
•   More than 70 million account holders
                                                                     61% jump in
                                                                     lending sub
                                                                     $5000 loans
                                                    Tailor product
                                                    & service
                               Automate             needs
                               credit scoring
                               & customer’s
                   Competition ability to
                   from        replay loans
                   community
                   banks to
                   capture
                   small
                   businesses




                                                                                   8
Banking on
      Social Media
                                “prosumers” — professional,
                                productive, and proactive
                                consumers who typically
                                offer the most long-term
                                value to retail banks.

  Reach
                 Reduce Costs
Customers
         “Generation
             C”

 Restoring
                   Marketing
Confidence


                                                       9
Who stands where?




Forrester Wave: Predictive Analytics & Data Mining Solutions – Financial Services (2010-11)




                                                                                              10
What banks can do?

             Customer information available to you

        Customer’s life cycle stages and behavior patterns

            360 degree view of the customer profile

             Competitors action and consequences

         Customer sentiments on social media platforms

                  Don’t forget customer is KING




                                                             11
Q&A




      12

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Predictive analytics retail bank

  • 1. Tomorrow’s Knowledge, Today …numbers that can make or break your business Credits (Group 7)  Deepak Mishra (27)  Sachin Kotgire (61)  Tushar Khonde (81) 1
  • 2. Will I ever get my money back? 2011: • Painful saga 2010: continues... • Spain, Portugal comes down 2009: • Germany steps in • Iceland • EU – IMF rescue government package ($955 bn) 2008: collapses • G20 Spending • Lehman, Banks • Gov. stimulus Disagreements collapse ($787 bn) • US Gov. • Greece joins too… 2007: intervenes – • US Housing Bailouts, assists downturn buy over • Subprime • Heavy Job Woes goes losses(unemplo Global yment - 8.5%) meet …. 2
  • 3. Impact: Global Economic Slowdown  Impact on Stock Markets Globally  Losses to Investors  Freeze in Inter Bank Credit  Increasing Unemployment  Decline in Businesses Globally  Bailouts Aftermath: What did banks do?  Purchasing information  Spending habits & patterns  Credit Scoring & Risk  Fraud e.g. If customers shop more often @ discount stores, then they don’t have much money and hence may not repay bills 3
  • 4. Who is helping banks to look at right things? • Specializes in • Solution improves returns • 1st ever ‘hadoop’ powered • Regulatory compliance generated by Home Equity app. for Financial services products & services Lines Of Credit (HELOC) • Customer Acquisition • Analyzes, automates • Retention & Churn • Provides customer preference storage, processing, based offers retrieval • Barclays: Cross-channel sales campaign • U.S. Bank: • Cost effective • Increase in cross sell revenues • Unicredit: by 300%($1 mn) • Cloud sol. available • Spot customer churn • 189% y-o-y increase in behavioral patterns responses from one Line of • Bank of America Credit campaign • Personalized offers across • Better understanding of multiple channels • 73% increase in direct deposit IMPACT of new & existing accounts products. • 40% reduction in mailing • Examines credit & • Finansbank: Identify prospects volumes operational risks across based on credit card holder’s spending patterns different lines of business 4
  • 5. Who is helping banks to look at right things? contd… • Combines operational data • Unique, patented solution • Integrated suite of (CRM, Financials etc) with VOC combining data into unified, customer analytics & data -> VOCi cross-channel, experience engagement solutions analytics framework • Collection via web links, • Analyzes customer comment portals, Email • Renders simple visuals sentiments around brands, surveys, telephone hotlines, representing behaviors across offerings, services etc customer feedback etc systems • RBC: • ING DIRECT: • Instant view and insights to • Uses ‘Attensity Analyze’ • Simplified financial products granular level information for customer analytics • Helps identify right customer process to integrate over • Create an emotional • Citibank: 1 mn pieces of customer connection with customers • Implemented Traffic Viewer, a feedback visual traversal mapping showing customers movement • Gained better insights through the bank’s IVR systems into customers pain- points • Identify time spent before, after and between various steps in the self-service 5
  • 6. Who is Looking Beyond Numbers - HBOS • Largest retail bank in UK • Now part of Lloyds Banking Group • 22 million current account customers 10 – 15% increase in Customer leads and Service half of Agent offers those Predict the product probable converted cross-sell to sales product Analyze opportunity customer’s profile 6
  • 7. Who is Looking Beyond Numbers – Fifth Third Bank • Fortune 500 bank with $111 billion in assets • Based out of Cincinnati, OH • More than 15 million account holders 400% ROI :: Account Customer attrition Service Agent went down offers new by HALF Predict services & Lost 9 out of probable discounts 10 reasons for customers dissatisfaction Analyze customer transaction data 7
  • 8. Who is Looking Beyond Numbers – WELLS FARGO • Fortune 500 bank with $1.3 trillion in assets • Based out of San Francisco, CA • More than 70 million account holders 61% jump in lending sub $5000 loans Tailor product & service Automate needs credit scoring & customer’s Competition ability to from replay loans community banks to capture small businesses 8
  • 9. Banking on Social Media “prosumers” — professional, productive, and proactive consumers who typically offer the most long-term value to retail banks. Reach Reduce Costs Customers “Generation C” Restoring Marketing Confidence 9
  • 10. Who stands where? Forrester Wave: Predictive Analytics & Data Mining Solutions – Financial Services (2010-11) 10
  • 11. What banks can do? Customer information available to you Customer’s life cycle stages and behavior patterns 360 degree view of the customer profile Competitors action and consequences Customer sentiments on social media platforms Don’t forget customer is KING 11
  • 12. Q&A 12