ruoyu bao, lenovo, presentation at the chief data & analytics officer forum, singapore
TRANSCRIPT
Promoting and Implementing
Analytics Solutions
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Ruoyu Bao, WW Analytics & Operations
July 2016 @winiden
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FOUR DEVICES SOLD EVERY SECOND
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Stage 5
Stage 2
Stage 3
Stage 4
Stage 1
Analytically
Impaired
Localized
Analytics
Analytical
Aspirations
Analytical
Company
Analytical
Competitor
The company has some
data and management
interest in analytics
Functional managers
build analytics
momentum and
executive interest
through applications of
basic analytics
Executives commit to
analytics by aligning
resources and setting a
timetable to build a broad
analytical capability
An Enterprise-wide
analytics capability is
under development; top
executives view analytic
capability as a corporate
priority
The company is routinely
reaping benefits from its
enterprise-wide analytics
capability and focuses on
continuous analytics review
Adapted from Competing on Analytics, by T. Davenport and J. Harris, Harvard Business School Press, 2007
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C Suite Vs Front Line
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Data without purpose
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Under- / Un- Utilized
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Data Technology
Process
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Key elements of analytics
process
•Actionable
•Systematic
•Easy to use
8
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Toothbrush
• Convenient and easy to use
• Serves specific purpose
• People use it everyday
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Decision making support
Who are the decision makers?
What decisions do they make?
How can we help them?
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BMS integration
Lenovo 4P dashboard
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DOI example
• Good results and proved business impact
• Yet very low adoption
• How did we solve it?
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Consolidating tools
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Since this is the executive forum, let
me explain to you what regression is
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Tank
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Communication Do’s and Don’ts
DO communicate
• What is the business problem?
• How is success measured?
• What data is utilized?
• How is solution structured?
• What is the business impact?
DON’T communicate
• p-value
• Text parsing
• Clustering model selection
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“I couldn't reduce it to the
freshman level. That
means we don't really
understand it.”
- Richard Feynman