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Shikha Verma
Nature Lover, Data & Analytics Leader & Advisor
Data Monetization
&
Money Making Analytics
Let’s get to know all you data heros!
 Quick Intro, company, one place you’d rather be
 Do you monetize your data? Examples?
Who am I?
 Data Analytics Leader, Advisor, Speaker, Nature Lover
 Formerly, Sr. Director – Data Insight & Analytics,
Central Garden & Pet
 Pre-Formerly, Director – Information Management & BI,
Symantec Corporation
 Pre-Pre… Boy I’m old – Principal with Knightsbridge, PCS
 Let’s connect!
LinkedIn: http://www.linkedin.com/in/shikhaverma
Email: shikha.verma.now@gmail.com
Twitter: @_shikha_verma_
I’d rather be here! Ah… Machu Picchu!
Data Monetization
 Generating revenue from the data you are creating, collecting
and/or aggregating
 Potential – huge in most industries
 Watch-outs – privacy, security, data ownership
 Is it for you? – My Data Monetization article on LinkedIn
* Selling or trading
data externally
* Creating data
services and
products
Direct
Monetization * Improving
efficiency internally
* Reducing risk
* Optimizing
operations
Indirect
Monetization
What are Money-Making Analytics?
 Analytics that help you create new revenue streams, make more money off
existing revenue streams or save money
 Money-Making Analytics harness indirect monetization capabilities and lead to
direct monetization
 Read more – My Money-Making Analytics article series on UPSIDE.COM (TDWI)
Let’s think of that for a second, standing in the Salt Flats in Bolivia!
Example – High Tech
 Background: Acquisition inquisitive large tech company,
big and diverse product portfolio, different go to market
strategies, huge data and process disparity across the
acquired entities
 Challenge/Opportunity: Money being left on the table
with customers for License renewals
 Monetization Potential: Over $60M
Example – Consumer Retail
 Background: Acquisition oriented large consumer retail
products company, diverse product portfolio, data and
process disparity across the acquired entities, several
plants, distribution centers, locations across US
 Challenge/Opportunity: Inventory optimization
 Monetization Potential: Over $100M
Example – Financial Services
 Background: Fin Tech online startup in the consumer
finance management, lending and mortgage industry,
rapid silo’d growth, no integration across
businesses/products
 Challenge/Opportunity: Cross-sell and partner
enablement
 Monetization Potential: Over $50M
Hmm…
 How do we find such opportunities in our company?
 How do we decide whether direct or indirect is the way
to go?
 What kind of money-making analytics would make sense
to deploy?
 How do we find out the size of the prize?
 How to get alignment across the company on moving
forward with such initiatives?
What a kaleidoscope of questions, just like the Rainbow mountains in China!
Money-Making Analytics – How to
find that rainbow?
Analytics
Strategy
Technology
that fits
Action-
oriented
framework
Collaborative
enterprise
Analytics Strategy
 What: Analyze Market, Company Strategy, Business
value opportunities and current value leakages. Pick
the biggest enablers
 How: Top down and bottoms up
 Sample questions
 Examples:
 License Renewals
 Customer Shipments
Strategy
•Market Share
•Differentiation
•Company Strategy
Operations
•Handshakes
•Goals
•SWOT
Nuts and
Bolts
•Key Decisions
•Roadblocks
•Opportunities
Technology that fits
 What: Evaluate the Technology & Data landscape, Data
Quality and Culture. Pick technology that enables the
culture.
 How: Wide and deep, Internal and external data sources
 Sample approach
 Examples:
 Spreadsheets or not
 Data quality
Action Oriented Framework
 What: Create your analytics tools in a way that enable
taking data-driven action across the organization
 How: Institute tools and process where
action/decision/steps are needed in the organization
 Sample approach
Collaborative enterprise
 What: Setup framework that enables collaboration
across the organization.
 How: Institute a cadence across the organization,
enable collaborative action
 Sample structure
 Examples:
 Retail
 High Tech
Now you can wander off into the sunset in the African Savannah!
Audience Poll again
 Did this presentation spark any ideas?
 Any new Monetization opportunities that come to mind?
 Follow-up conversations
Thank you for your time!
Here you can actually go this weekend, Mt. Diablo!
LinkedIn: http://www.linkedin.com/in/shikhaverma
Email: shikha.verma.now@gmail.com
Twitter: @_shikha_verma_

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Data monetization presentation-final

  • 1. Shikha Verma Nature Lover, Data & Analytics Leader & Advisor Data Monetization & Money Making Analytics
  • 2. Let’s get to know all you data heros!  Quick Intro, company, one place you’d rather be  Do you monetize your data? Examples?
  • 3. Who am I?  Data Analytics Leader, Advisor, Speaker, Nature Lover  Formerly, Sr. Director – Data Insight & Analytics, Central Garden & Pet  Pre-Formerly, Director – Information Management & BI, Symantec Corporation  Pre-Pre… Boy I’m old – Principal with Knightsbridge, PCS  Let’s connect! LinkedIn: http://www.linkedin.com/in/shikhaverma Email: shikha.verma.now@gmail.com Twitter: @_shikha_verma_
  • 4. I’d rather be here! Ah… Machu Picchu!
  • 5. Data Monetization  Generating revenue from the data you are creating, collecting and/or aggregating  Potential – huge in most industries  Watch-outs – privacy, security, data ownership  Is it for you? – My Data Monetization article on LinkedIn * Selling or trading data externally * Creating data services and products Direct Monetization * Improving efficiency internally * Reducing risk * Optimizing operations Indirect Monetization
  • 6. What are Money-Making Analytics?  Analytics that help you create new revenue streams, make more money off existing revenue streams or save money  Money-Making Analytics harness indirect monetization capabilities and lead to direct monetization  Read more – My Money-Making Analytics article series on UPSIDE.COM (TDWI)
  • 7. Let’s think of that for a second, standing in the Salt Flats in Bolivia!
  • 8. Example – High Tech  Background: Acquisition inquisitive large tech company, big and diverse product portfolio, different go to market strategies, huge data and process disparity across the acquired entities  Challenge/Opportunity: Money being left on the table with customers for License renewals  Monetization Potential: Over $60M
  • 9. Example – Consumer Retail  Background: Acquisition oriented large consumer retail products company, diverse product portfolio, data and process disparity across the acquired entities, several plants, distribution centers, locations across US  Challenge/Opportunity: Inventory optimization  Monetization Potential: Over $100M
  • 10. Example – Financial Services  Background: Fin Tech online startup in the consumer finance management, lending and mortgage industry, rapid silo’d growth, no integration across businesses/products  Challenge/Opportunity: Cross-sell and partner enablement  Monetization Potential: Over $50M
  • 11. Hmm…  How do we find such opportunities in our company?  How do we decide whether direct or indirect is the way to go?  What kind of money-making analytics would make sense to deploy?  How do we find out the size of the prize?  How to get alignment across the company on moving forward with such initiatives?
  • 12. What a kaleidoscope of questions, just like the Rainbow mountains in China!
  • 13. Money-Making Analytics – How to find that rainbow? Analytics Strategy Technology that fits Action- oriented framework Collaborative enterprise
  • 14. Analytics Strategy  What: Analyze Market, Company Strategy, Business value opportunities and current value leakages. Pick the biggest enablers  How: Top down and bottoms up  Sample questions  Examples:  License Renewals  Customer Shipments Strategy •Market Share •Differentiation •Company Strategy Operations •Handshakes •Goals •SWOT Nuts and Bolts •Key Decisions •Roadblocks •Opportunities
  • 15. Technology that fits  What: Evaluate the Technology & Data landscape, Data Quality and Culture. Pick technology that enables the culture.  How: Wide and deep, Internal and external data sources  Sample approach  Examples:  Spreadsheets or not  Data quality
  • 16. Action Oriented Framework  What: Create your analytics tools in a way that enable taking data-driven action across the organization  How: Institute tools and process where action/decision/steps are needed in the organization  Sample approach
  • 17. Collaborative enterprise  What: Setup framework that enables collaboration across the organization.  How: Institute a cadence across the organization, enable collaborative action  Sample structure  Examples:  Retail  High Tech
  • 18. Now you can wander off into the sunset in the African Savannah!
  • 19. Audience Poll again  Did this presentation spark any ideas?  Any new Monetization opportunities that come to mind?  Follow-up conversations
  • 20. Thank you for your time! Here you can actually go this weekend, Mt. Diablo! LinkedIn: http://www.linkedin.com/in/shikhaverma Email: shikha.verma.now@gmail.com Twitter: @_shikha_verma_