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Institutionalizing
Analytics into
Decision Making
Cincinnati Business Intelligence Group Presenters:Cincinnati Business Intelligence Group
November 15, 2012
Presenters:
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
Merchant Services Financial Institution Services
Card Issuer
Processing
Merchant
Acquiring
Network
Services
A Leading Integrated Payment Processor in the U.S.
#3 Ranked U.S. Merchant Acquirer
in Total Transactions
#1 Ranked U.S. Merchant Acquirer
in PIN Debit Transactions
#2 Ranked U.S. Merchant Acquirer
in Transaction Growth
9% Market Share in the U.S. based
on number of FI customers
1,300 Financial Institution
relationships across the U.S.
Vantiv is Well Positioned as a Market Leader
Leading Merchant
Services Provider
Leading Financial
Institution Services Provider
Single, Integrated
Technology Platform
12b+ Transactions at 400k+ Merchant Locations
Processed Annually through a Single Platform
Proprietary Technology Platform
Integrated Business
Comprehensive Suite of Services
Diverse Distribution Channels
Strong Execution Capabilities
Hot Trends
• Enhanced
Exposure
• Expanded• Expanded
Opportunity
• “Major” Area
of Study
• Up-front vs.
Back-end
• Speed vs.
Hot Mess
• 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
Descriptive Predictive
Analytics!?!? Analytics!?!?
Micro Level
Descriptive Predictive
Analytics!?!? Analytics!?!?
Macro Level
Descriptive Predictive
“Top of House”
Financials
Monthly Business
Forecasts
Micro Level
Descriptive Predictive
Segment Specific
Reporting
Customer Level
Predictions
2. Location, Location,
Location
3. Managing the “All or
Nothing” Mentality
Where We Will Be
Where We AreWhere 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
$18,000,000
$20,000,000
Pricing Effect
Spring ’11
Pricing Actions
Fall ’11 Pricing
Actions+Durbin
January ’12
Pricing ActionsAction 1 Action 2 Action 3
Incremental
$-
$2,000,000
$4,000,000
$6,000,000
$8,000,000
$10,000,000
$12,000,000
$14,000,000
$16,000,000
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
Volume Effect
29%
of
total
42%
of
total
50%
of
total
Baseline
Visualizations deliver
organizational buy-in.
Z%
Revenue by Industry Revenue Margin by Industry
24%
29% 32%
100% = $_B $_B $_B
X%
Y%
27%
23%
19%
48%
48%
49%
2010 2011 2012
Industries 5-7
Industries 2-4
Industry 1
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?
Decision Set
Predict
and
Act
Information
Set
Real Time and Proactive – What does it take?
Analytics
Process
Action Distance
Process
Source: Richard Hackathorn at TDAN.com
So, what is Analytical Process?
• Shifts in Margin
Business
Problem
• Attrition issue
• Lower Margin Customer
Acquisition
• Volume Mix Shift
Analytics
• Health Check
Dashboard
• Customer
Migration Report
• Price/Attrition
Alerts
Information
• Volume Mix Shift
Alerts
• Cross Sell
• Up Sell
• Reduce Price
• Add-On
Activate
Operationalize
and update
strategy
•KPIs
•Dashboards
•ROI
Measure
Speed of Analytics – Why business reaction is slow?
BusinessValue
business
event
data
stored
information
delivered
Business
Capture
Latency
Analysis
Latency
Decision
Latency
Time
action
taken
Captured
Business
Value
Source: Richard Hackathorn at TDAN.com
Lost
Speed of Analytics – How can we increase speed?
business
event
data
stored
information
delivered
BusinessValue
Time
action
taken
Business
Captured
Business
Value
Source: Richard Hackathorn at TDAN.com
Lost
Speed of Analytics – Getting Real Time …….
business
event
data
stored
information
delivered
action
taken
BusinessValueLost
Time
Captured
Business
Value
Source: Richard Hackathorn at TDAN.com
Data to Insights - How Traditional Process works?
Data sources
Data Integration Data Marts
PresentationTool
Decision Makers
Report
Consumers
Integrated Data Warehouse and BI
DataAnalytics
PresentationTool
Business
Analysts
DataAnalytics
End to End Data Analytics Solution
6-8 months 6-8 months 6-8 months
We are building data and delivering insights at the same
time
Data sources
Data Integration Data Marts
PresentationTool
Analysts
and
Business Users
Integrated Data Warehouse and BI
Enriched and
Intelligent Data
PresentationTool
Feedback Process ( Update Analytical Models)
KalvinTellTM
– An
Integrated
Solution Analytical
Engine
Decision Makers
Analysts
Business Users
Decision Makers
Analytical Data Synchronization
KalvinTellTM
– An Integrated Analytical Engine for faster
turnaround
Data
Integration
Logic
Report
Calculations
& Business
Rules
Data
Quality
Logic
Data
Security
Logic
Multiple
Regression
Survival
Segmentation
Probabilistic
Model
Data sources
KalvinTellTM – an automated
end-to-end solution with
up-to-date predictive
analytics embedded within
data layer
KalvinTell
™
(Kalvin’s
Analytical
Engine)
Growth
Targeted
audience
WebI
Dashboards
Upside
potential Explorer
Attrition
Rate
Pricing
Strategy
Mobility
Merchant Centric Analytics Roadmap
Diagnostics
Health
Check
Reporting
Predictive
Analytics
Merchant
Engagement
& Growthenables...
to
drive...
to
grow...
– Customer Migration
Reporting
– Retention Modeling – Relevant
Communications
– Analysis
Reporting
– Key Drivers & Metrics
– Customer Loyalty
– Customer attrition
– Attrition Modeling
– Revenue and Margin
Forecasting
– Pricing Strategy
Communications
– Merchant
Product
Enhancements
– Merchant
Behavioural
Selection
(targeting)
– Trends
– Segmentations
– Capture
relevant
attributes
Real Time in
Days
What? What Next?
Pricing and
Attrition Alerts
Cross Sell or
Up Sell
Real Time in
Months
What? What Next?
Merchant
Centric
Segmentation
36
Key Takeaways
Thank You!Thank You!

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Institutionalizing Analytics for Strategic Decision Making

  • 1. Institutionalizing Analytics into Decision Making Cincinnati Business Intelligence Group Presenters:Cincinnati Business Intelligence Group November 15, 2012 Presenters: 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. Merchant Services Financial Institution Services Card Issuer Processing Merchant Acquiring Network Services A Leading Integrated Payment Processor in the U.S. #3 Ranked U.S. Merchant Acquirer in Total Transactions #1 Ranked U.S. Merchant Acquirer in PIN Debit Transactions #2 Ranked U.S. Merchant Acquirer in Transaction Growth 9% Market Share in the U.S. based on number of FI customers 1,300 Financial Institution relationships across the U.S. Vantiv is Well Positioned as a Market Leader
  • 3. Leading Merchant Services Provider Leading Financial Institution Services Provider Single, Integrated Technology Platform 12b+ Transactions at 400k+ Merchant Locations Processed Annually through a Single Platform Proprietary Technology Platform Integrated Business Comprehensive Suite of Services Diverse Distribution Channels Strong Execution Capabilities
  • 4. Hot Trends • Enhanced Exposure • Expanded• Expanded Opportunity • “Major” Area of Study
  • 5. • Up-front vs. Back-end • Speed vs. Hot Mess • 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 Descriptive Predictive Analytics!?!? Analytics!?!? Micro Level Descriptive Predictive Analytics!?!? Analytics!?!?
  • 9. Macro Level Descriptive Predictive “Top of House” Financials Monthly Business Forecasts Micro Level Descriptive Predictive Segment Specific Reporting Customer Level Predictions
  • 11.
  • 12.
  • 13. 3. Managing the “All or Nothing” Mentality
  • 14. Where We Will Be Where We AreWhere 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 $18,000,000 $20,000,000 Pricing Effect Spring ’11 Pricing Actions Fall ’11 Pricing Actions+Durbin January ’12 Pricing ActionsAction 1 Action 2 Action 3 Incremental $- $2,000,000 $4,000,000 $6,000,000 $8,000,000 $10,000,000 $12,000,000 $14,000,000 $16,000,000 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 Volume Effect 29% of total 42% of total 50% of total Baseline
  • 19. Visualizations deliver organizational buy-in. Z% Revenue by Industry Revenue Margin by Industry 24% 29% 32% 100% = $_B $_B $_B X% Y% 27% 23% 19% 48% 48% 49% 2010 2011 2012 Industries 5-7 Industries 2-4 Industry 1
  • 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. Decision Set Predict and Act Information Set Real Time and Proactive – What does it take? Analytics Process Action Distance Process Source: Richard Hackathorn at TDAN.com
  • 27. So, what is Analytical Process? • Shifts in Margin Business Problem • Attrition issue • Lower Margin Customer Acquisition • Volume Mix Shift Analytics • Health Check Dashboard • Customer Migration Report • Price/Attrition Alerts Information • Volume Mix Shift Alerts • Cross Sell • Up Sell • Reduce Price • Add-On Activate Operationalize and update strategy •KPIs •Dashboards •ROI Measure
  • 28. Speed of Analytics – Why business reaction is slow? BusinessValue business event data stored information delivered Business Capture Latency Analysis Latency Decision Latency Time action taken Captured Business Value Source: Richard Hackathorn at TDAN.com Lost
  • 29. Speed of Analytics – How can we increase speed? business event data stored information delivered BusinessValue Time action taken Business Captured Business Value Source: Richard Hackathorn at TDAN.com Lost
  • 30. Speed of Analytics – Getting Real Time ……. business event data stored information delivered action taken BusinessValueLost Time Captured Business Value Source: Richard Hackathorn at TDAN.com
  • 31. Data to Insights - How Traditional Process works? Data sources Data Integration Data Marts PresentationTool Decision Makers Report Consumers Integrated Data Warehouse and BI DataAnalytics PresentationTool Business Analysts DataAnalytics End to End Data Analytics Solution 6-8 months 6-8 months 6-8 months
  • 32. We are building data and delivering insights at the same time Data sources Data Integration Data Marts PresentationTool Analysts and Business Users Integrated Data Warehouse and BI Enriched and Intelligent Data PresentationTool Feedback Process ( Update Analytical Models) KalvinTellTM – An Integrated Solution Analytical Engine Decision Makers Analysts Business Users Decision Makers Analytical Data Synchronization
  • 33. KalvinTellTM – An Integrated Analytical Engine for faster turnaround Data Integration Logic Report Calculations & Business Rules Data Quality Logic Data Security Logic Multiple Regression Survival Segmentation Probabilistic Model Data sources KalvinTellTM – an automated end-to-end solution with up-to-date predictive analytics embedded within data layer KalvinTell ™ (Kalvin’s Analytical Engine) Growth Targeted audience WebI Dashboards Upside potential Explorer Attrition Rate Pricing Strategy Mobility
  • 34. Merchant Centric Analytics Roadmap Diagnostics Health Check Reporting Predictive Analytics Merchant Engagement & Growthenables... to drive... to grow... – Customer Migration Reporting – Retention Modeling – Relevant Communications – Analysis Reporting – Key Drivers & Metrics – Customer Loyalty – Customer attrition – Attrition Modeling – Revenue and Margin Forecasting – Pricing Strategy Communications – Merchant Product Enhancements – Merchant Behavioural Selection (targeting) – Trends – Segmentations – Capture relevant attributes
  • 35. Real Time in Days What? What Next? Pricing and Attrition Alerts Cross Sell or Up Sell Real Time in Months What? What Next? Merchant Centric Segmentation