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Institutionalizing
Analytics into
Decision Making
Cincinnati Business Intelligence Group   Presenters:
November 15, 2012
                                         Scott DeAngelo, Senior Vice President of
                                         Strategic Pricing & Portfolio Management,
                                         Vantiv
                                         Sarah Barber, Director of Strategic Pricing
                                         & Portfolio Analytics, Vantiv
                                         Shankar Ranganathan, Vice President of
                                         Analytics & Strategy, Kalvin
A Leading Integrated Payment Processor in the U.S.




               Merchant               Network         Card Issuer
               Acquiring              Services        Processing


      Merchant Services                           Financial Institution Services


 #3   Ranked U.S. Merchant Acquirer
      in Total Transactions
                                                 9%      Market Share in the U.S. based
                                                         on number of FI customers

 #1   Ranked U.S. Merchant Acquirer
      in PIN Debit Transactions
                                             1,300       Financial Institution
                                                         relationships across the U.S.

 #2   Ranked U.S. Merchant Acquirer
      in Transaction Growth



                Vantiv is Well Positioned as a Market Leader
12b+ Transactions at 400k+ Merchant Locations
Processed Annually through a Single Platform



                           Single, Integrated
                          Technology Platform

   Leading Merchant                                            Leading Financial
   Services Provider                                     Institution Services Provider

                       Proprietary Technology Platform

                       Integrated Business

                       Comprehensive Suite of Services

                       Diverse Distribution Channels

                       Strong Execution Capabilities
Hot Trends
• Enhanced
  Exposure
• Expanded
  Opportunity
• “Major” Area
  of Study
Hot Mess
• Up-front vs.
  Back-end
• Speed vs.
  Accuracy
• Form vs.
  Functionality
5 things we’re doing to accelerate
the Institutionalization of Analytics
into Decision Making at             .
1. Defining & Scoping
   What Analytics Is
Macro Level

   Analytics!?!?                 Analytics!?!?




Descriptive                         Predictive


   Analytics!?!?                 Analytics!?!?


                   Micro Level
Macro Level
  “Top of House”                   Monthly Business
    Financials                        Forecasts



Descriptive                             Predictive

  Segment Specific                 Customer Level
     Reporting                      Predictions


                     Micro Level
2. Location, Location,
      Location
3. Managing the “All or
   Nothing” Mentality
Where We Will Be




 Where We Are




Where We Were
4. Balancing Accuracy
 & Understandability
“The test of a first rate intelligence is the ability to hold two
opposing ideas in mind at the same time and still retain the
                       ability to function.”

                        -F. Scott Fitzgerald




     Key lessons learned from data
        visualization at
Data tells the narrative…




            Opposing ideas by default work against each other.

But if we think of opposing ideas like a magnetic force-- the very force that
  causes like magnets to push against each other also causes attraction.

    To get them to work together all relies on how they are positioned.

             …if that data is well-positioned
Visualizations deliver
                                                                        organizational buy-in.

Total Signature Revenue by Month – Vantiv Merchant Direct
          Feb. ’12                                                                                                                                              Spring ’11                                     Fall ’11 Pricing                             January ’12
                                                                                                                                                                   Action 1
                                                                                                                                                                Pricing Actions                                   Action 2
                                                                                                                                                                                                               Actions+Durbin                                  Action 3
                                                                                                                                                                                                                                                            Pricing Actions
$20,000,000

$18,000,000                            Incremental
                                     Pricing Ef f ect
                                      Baseline
                                     Volume Ef f ect
$16,000,000

$14,000,000                                                                                                                                                                                 29%                                                       42%                               50%
                                                                                                                                                                                            of                                                        of                                of
                                                                                                                                                                                            total                                                     total                             total
$12,000,000

$10,000,000

 $8,000,000

 $6,000,000

 $4,000,000

 $2,000,000

        $-
               02/01/10

                          03/01/10

                                       04/01/10

                                                  05/01/10

                                                             06/01/10

                                                                        07/01/10

                                                                                   08/01/10

                                                                                              09/01/10

                                                                                                         10/01/10

                                                                                                                    11/01/10

                                                                                                                               12/01/10

                                                                                                                                          01/01/11

                                                                                                                                                     02/01/11

                                                                                                                                                                 03/01/11

                                                                                                                                                                            04/01/11

                                                                                                                                                                                       05/01/11

                                                                                                                                                                                                    06/01/11

                                                                                                                                                                                                                07/01/11

                                                                                                                                                                                                                           08/01/11

                                                                                                                                                                                                                                      09/01/11

                                                                                                                                                                                                                                                 10/01/11

                                                                                                                                                                                                                                                            11/01/11

                                                                                                                                                                                                                                                                       12/01/11

                                                                                                                                                                                                                                                                                  01/01/12

                                                                                                                                                                                                                                                                                             02/01/12
Visualizations deliver
                        organizational buy-in.
Revenue by Industry                                  Revenue Margin by Industry

100% = $_B            $_B    $_B



      24%
                      29%    32%                                  Z%




                                    Industries 5-7
      48%                                                  Y%
                      48%           Industries 2-4
                             49%
                                    Industry 1




                                                      X%
      27%
                      23%
                             19%


      2010            2011   2012
Keep it Simple, Statistician.




Simplicity elevates insight to value.
Get in the weeds…




  … But don’t get lost.
5. Pushing Intelligence
   to the “Front Line”
From Push to Pull




    Presenting intelligence through data
visualization pulls executive strategies to the
                   front-line
Discover the “Unknown Unknowns”




           - Donald Rumsfeld
Real Time and Proactive – What is it?
Real Time and Proactive – What does it take?


       Information                       Action Distance   Decision Set
           Set
                                                             Predict
                                                              and
                                             Analytics         Act
                                             Process




Source: Richard Hackathorn at TDAN.com
So, what is Analytical Process?




  Business               Analytics                             Information
  Problem                                                          • Health Check
    • Shifts in Margin                                               Dashboard
                          • Attrition issue
                                                                   • Customer
                          • Lower Margin Customer
                                                                     Migration Report
                            Acquisition
                                                                   • Price/Attrition
                          • Volume Mix Shift
                                                                     Alerts

                         Measure                            Activate


 Operationalize          •KPIs                 •    Cross Sell
  and update             •Dashboards           •    Up Sell
   strategy              •ROI                  •    Reduce Price
                                               •    Add-On
Speed of Analytics – Why business reaction is slow?
                               business
                                event


                                                data
                                               stored
  Lost Business Value




                                                             information
                                                              delivered


                                                                           action
                        Capture                                            taken
                        Latency
                                             Analysis
                                             Latency
                                                                           Captured
                                                        Decision           Business
                                                        Latency
                                                                           Value

    Source: Richard Hackathorn at TDAN.com
                                                Time
Speed of Analytics – How can we increase speed?
                               business
                                event


                                              data
                                             stored
  Lost Business Value




                                                      information
                                                       delivered


                                                                    action
                                                                    taken



                                                                    Captured
                                                                    Business
                                                                    Value

    Source: Richard Hackathorn at TDAN.com
                                              Time
Speed of Analytics – Getting Real Time …….
                              business
                               event
                                             data
  Lost Business Value




                                            stored
                                                     information
                                                      delivered

                                                             action
                                                             taken




                                                           Captured
                                                           Business
                                                           Value



   Source: Richard Hackathorn at TDAN.com
                                                     Time
Data to Insights - How Traditional Process works?
                                                                                             Decision Makers


                           Integrated Data Warehouse and BI



                Data Integration      Data Marts




                                                                         Presentation Tool
                                                        Data Analytics
 Data sources                                                                                          Report
                                                                                                       Consumers




                                                                                                           Business
                                                                                                           Analysts

       6-8 months            6-8 months              6-8 months

                  End to End Data Analytics Solution
We are building data and delivering insights at the same
time


                          Integrated Data Warehouse and BI

                       Data Integration            Data Marts
 Data sources                                                                                      Analysts
                                                                                                   and
                                                                                                   Business Users




                                                                               Presentation Tool
                                                                                                   Decision Makers
        KalvinTellTM
        – An
        Integrated                    Enriched and
        Solution         Analytical   Intelligent Data
                          Engine


                                      Analytical Data Synchronization
                                                                                                        Analysts
                                                                                                        Business Users
                                                                                                        Decision Makers
                                       Feedback Process ( Update Analytical Models)
KalvinTell – An Integrated Analytical Engine for faster
                TM




turnaround
                                                                                          Data
                                               Data         Probabilistic
                                                                                         Security
 KalvinTell – an automated
          TM                                Integration        Model
                                                                                          Logic
                                               Logic
 end-to-end solution with                                                       Survival
 up-to-date predictive
                                                                                                  Report
 analytics embedded within                                                                      Calculations
 data layer                                                                                     & Business
                                                                                                   Rules
                                           Data
                                          Quality
                                          Logic
 Data sources                                                           Segmentation
                                                               Multiple
                                                              Regression


                                                                                                    Targeted
                                                                               Pricing              audience
                                                                              Strategy

                                                          Growth                                                Attrition
                         KalvinTell                                                                               Rate


                             ™                                WebI
                              (Kalvin’s
                             Analytical                      Mobility               Upside
                              Engine)                                              potential                   Explorer




                                                                            Dashboards
Merchant Centric Analytics Roadmap



                        Health                                                    Merchant
                                                     Predictive
Diagnostics             Check               to                         to        Engagement
                                                     Analytics
            enables... Reporting         drive...                    grow...      & Growth



– Analysis        – Customer Migration          – Retention Modeling           – Relevant
– Trends            Reporting                   – Attrition Modeling             Communications

– Segmentations   – Key Drivers & Metrics       – Revenue and Margin       – Merchant
                  – Customer Loyalty              Forecasting                Product
– Capture                                                                    Enhancements
  relevant        – Customer attrition          – Pricing Strategy
  attributes                                                               – Merchant
                                                                             Behavioural
                                                                             Selection
                                                                             (targeting)
Real Time in
                         Days

                                     Cross Sell or
                                     Up Sell

                 Pricing and
                 Attrition Alerts




What?                                          What Next?
  Merchant
  Centric
  Segmentation




                      Real Time in
                        Months
Key Takeaways

                36
Thank You!

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11.15.12 CBIG Event - Kalvin & Vantiv Presentation

  • 1. Institutionalizing Analytics into Decision Making Cincinnati Business Intelligence Group Presenters: November 15, 2012 Scott DeAngelo, Senior Vice President of Strategic Pricing & Portfolio Management, Vantiv Sarah Barber, Director of Strategic Pricing & Portfolio Analytics, Vantiv Shankar Ranganathan, Vice President of Analytics & Strategy, Kalvin
  • 2. A Leading Integrated Payment Processor in the U.S. Merchant Network Card Issuer Acquiring Services Processing Merchant Services Financial Institution Services #3 Ranked U.S. Merchant Acquirer in Total Transactions 9% Market Share in the U.S. based on number of FI customers #1 Ranked U.S. Merchant Acquirer in PIN Debit Transactions 1,300 Financial Institution relationships across the U.S. #2 Ranked U.S. Merchant Acquirer in Transaction Growth Vantiv is Well Positioned as a Market Leader
  • 3. 12b+ Transactions at 400k+ Merchant Locations Processed Annually through a Single Platform Single, Integrated Technology Platform Leading Merchant Leading Financial Services Provider Institution Services Provider Proprietary Technology Platform Integrated Business Comprehensive Suite of Services Diverse Distribution Channels Strong Execution Capabilities
  • 4. Hot Trends • Enhanced Exposure • Expanded Opportunity • “Major” Area of Study
  • 5. Hot Mess • Up-front vs. Back-end • Speed vs. Accuracy • Form vs. Functionality
  • 6. 5 things we’re doing to accelerate the Institutionalization of Analytics into Decision Making at .
  • 7. 1. Defining & Scoping What Analytics Is
  • 8. Macro Level Analytics!?!? Analytics!?!? Descriptive Predictive Analytics!?!? Analytics!?!? Micro Level
  • 9. Macro Level “Top of House” Monthly Business Financials Forecasts Descriptive Predictive Segment Specific Customer Level Reporting Predictions Micro Level
  • 11.
  • 12.
  • 13. 3. Managing the “All or Nothing” Mentality
  • 14. Where We Will Be Where We Are Where We Were
  • 15. 4. Balancing Accuracy & Understandability
  • 16. “The test of a first rate intelligence is the ability to hold two opposing ideas in mind at the same time and still retain the ability to function.” -F. Scott Fitzgerald Key lessons learned from data visualization at
  • 17. Data tells the narrative… Opposing ideas by default work against each other. But if we think of opposing ideas like a magnetic force-- the very force that causes like magnets to push against each other also causes attraction. To get them to work together all relies on how they are positioned. …if that data is well-positioned
  • 18. Visualizations deliver organizational buy-in. Total Signature Revenue by Month – Vantiv Merchant Direct Feb. ’12 Spring ’11 Fall ’11 Pricing January ’12 Action 1 Pricing Actions Action 2 Actions+Durbin Action 3 Pricing Actions $20,000,000 $18,000,000 Incremental Pricing Ef f ect Baseline Volume Ef f ect $16,000,000 $14,000,000 29% 42% 50% of of of total total total $12,000,000 $10,000,000 $8,000,000 $6,000,000 $4,000,000 $2,000,000 $- 02/01/10 03/01/10 04/01/10 05/01/10 06/01/10 07/01/10 08/01/10 09/01/10 10/01/10 11/01/10 12/01/10 01/01/11 02/01/11 03/01/11 04/01/11 05/01/11 06/01/11 07/01/11 08/01/11 09/01/11 10/01/11 11/01/11 12/01/11 01/01/12 02/01/12
  • 19. Visualizations deliver organizational buy-in. Revenue by Industry Revenue Margin by Industry 100% = $_B $_B $_B 24% 29% 32% Z% Industries 5-7 48% Y% 48% Industries 2-4 49% Industry 1 X% 27% 23% 19% 2010 2011 2012
  • 20. Keep it Simple, Statistician. Simplicity elevates insight to value.
  • 21. Get in the weeds… … But don’t get lost.
  • 22. 5. Pushing Intelligence to the “Front Line”
  • 23. From Push to Pull Presenting intelligence through data visualization pulls executive strategies to the front-line
  • 24. Discover the “Unknown Unknowns” - Donald Rumsfeld
  • 25. Real Time and Proactive – What is it?
  • 26. Real Time and Proactive – What does it take? Information Action Distance Decision Set Set Predict and Analytics Act Process Source: Richard Hackathorn at TDAN.com
  • 27. So, what is Analytical Process? Business Analytics Information Problem • Health Check • Shifts in Margin Dashboard • Attrition issue • Customer • Lower Margin Customer Migration Report Acquisition • Price/Attrition • Volume Mix Shift Alerts Measure Activate Operationalize •KPIs • Cross Sell and update •Dashboards • Up Sell strategy •ROI • Reduce Price • Add-On
  • 28. Speed of Analytics – Why business reaction is slow? business event data stored Lost Business Value information delivered action Capture taken Latency Analysis Latency Captured Decision Business Latency Value Source: Richard Hackathorn at TDAN.com Time
  • 29. Speed of Analytics – How can we increase speed? business event data stored Lost Business Value information delivered action taken Captured Business Value Source: Richard Hackathorn at TDAN.com Time
  • 30. Speed of Analytics – Getting Real Time ……. business event data Lost Business Value stored information delivered action taken Captured Business Value Source: Richard Hackathorn at TDAN.com Time
  • 31. Data to Insights - How Traditional Process works? Decision Makers Integrated Data Warehouse and BI Data Integration Data Marts Presentation Tool Data Analytics Data sources Report Consumers Business Analysts 6-8 months 6-8 months 6-8 months End to End Data Analytics Solution
  • 32. We are building data and delivering insights at the same time Integrated Data Warehouse and BI Data Integration Data Marts Data sources Analysts and Business Users Presentation Tool Decision Makers KalvinTellTM – An Integrated Enriched and Solution Analytical Intelligent Data Engine Analytical Data Synchronization Analysts Business Users Decision Makers Feedback Process ( Update Analytical Models)
  • 33. KalvinTell – An Integrated Analytical Engine for faster TM turnaround Data Data Probabilistic Security KalvinTell – an automated TM Integration Model Logic Logic end-to-end solution with Survival up-to-date predictive Report analytics embedded within Calculations data layer & Business Rules Data Quality Logic Data sources Segmentation Multiple Regression Targeted Pricing audience Strategy Growth Attrition KalvinTell Rate ™ WebI (Kalvin’s Analytical Mobility Upside Engine) potential Explorer Dashboards
  • 34. Merchant Centric Analytics Roadmap Health Merchant Predictive Diagnostics Check to to Engagement Analytics enables... Reporting drive... grow... & Growth – Analysis – Customer Migration – Retention Modeling – Relevant – Trends Reporting – Attrition Modeling Communications – Segmentations – Key Drivers & Metrics – Revenue and Margin – Merchant – Customer Loyalty Forecasting Product – Capture Enhancements relevant – Customer attrition – Pricing Strategy attributes – Merchant Behavioural Selection (targeting)
  • 35. Real Time in Days Cross Sell or Up Sell Pricing and Attrition Alerts What? What Next? Merchant Centric Segmentation Real Time in Months