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The Data Driven Organization Big Data, Advanced Analytics, Business Intelligence August 5, 2015
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Page 1: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

The Data Driven OrganizationBig Data, Advanced Analytics, Business IntelligenceAugust 5, 2015

Page 2: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

powered by

Competitive Analyticstransform data | optimize decisions | maximize profits

Page 3: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

About Competitive Analytics

Page 4: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Better, Faster, More Profitable Decisions

We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business intelligence approach that addresses the challenges unique to each organization.

Page 5: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 6: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

preface

Page 7: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

“analytics”

Page 8: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Charles Barkley on Analytics . . .

“I’ve always believed analytics was crap. Analytics don’t work at all. It’s just some crap some people who are really smart made up to try to get in the game because they had no talent.”

Page 9: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

5:10 am this morningESPN Satellite Radio

“Anyone who is not using analytics is at a severe disadvantage.”

- Jeff Luhnow, GM, Houston Astros

Page 10: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

So, how important is Big Data and Advanced Analytics?

Page 11: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Maslow's Hierarchy of Needs 2.0

Basic needs:security, safety, transportation, energy

Big Data & Advanced Analytics

WiFi

Page 12: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

What will we show you today?

Page 13: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

are you ready to drink from a fire hose?

Page 14: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

• primer

• live dashboards

Page 15: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Big Data is not just a big trend

Page 16: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Big Data and Analytics are being absorbed into our culture . . .

Page 17: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

“It’s free, but they sell your information.”

Page 18: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 19: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 20: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Why?

Page 21: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Competitive Analyticstransform data | optimize decisions | maximize profits

Why?

Its simply the way the world is moving . . .

Organizations will embrace big data and advanced analytics or be left behind.

Page 22: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Why?

By 2016, big data analytics will pervade everything we do.

Page 23: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Why?

Based on an MIT/IBM survey of 3000 executives, managers, and analysts worldwide among 30

industries and 108 countries:

Top Performing organizations are FIVE TIMESas likely to use analytics versus Low Performers.

Top Performingas likely to use

Page 24: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Are businesses DDOs?

Page 25: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 26: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

95% of businesses use only 5% of the value of their own data.

5%

95%

Page 27: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Only 7% of organizations track demand indicators that “drive” their business.

7%

93%

Page 28: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Diagnosis:C-Suite are misinformed

about how to become a DDO.

Page 29: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Becoming a DDO

Page 30: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Let’s start with what a DDO is not . . .

Page 31: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 32: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 33: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Software

Page 34: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

So what is it?

Page 35: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Anatomy of a DDO

Page 36: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 37: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Lot’s of time series data!

Page 38: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Lot’s of time series data!Internal & External

Page 39: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Lot’s of time series data!Internal & External

Clean & Precise

Page 40: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Lot’s of time series data!Internal & External

Clean & Precise

Correlation v. Causation

Page 41: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Lot’s of time series data!Internal & External

Real-time Perpetual Downloading

Clean & Precise

Correlation v. Causation

Page 42: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

9 Functions of a DDO

Page 43: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

9 Functionsof a DDO

I N T E R N A LData Discovery

We organize, analyze, and “decipher” the hidden value

of your data and KPIs.

•95% of businesses use only

5% of the value of their own data.

E X T E R N A LData Mining

We track over 500,000 data series and research reports covering the

global & national economy, all sectors & industries, and over 10,000

public & private businesses.

•7% of organizations track demand

indicators that “drive” their business.

C O N T E X T U A LData Crunching

We run proprietary mathematical, statistical, and analytical apps to

identify the key indicators that correlate to and drive your business.

•Based on an MIT/IBM survey, “Top Performing”

organizations are FIVE TIMES as likely to use analytics versus “Low Performers.”

SalesSales Benchmarking

Marketing ROIRevenue Analytics

PricingPrice Optimization

Value ComponentsInventory Yield Mgmt.

DemandConsumer Demand

DemographicsB2B Demand

MacroGlobal Economics

National EconomicsSubmarket Economics

ValuationAsset Valuation

Acquisition AnalysisDisposition Analysis

ForecastingWhat-If Scenarios

BudgetingBusiness Planning

BehaviorConsumer Behavior

Focus GroupsPsychometrics

MicroSector Trends

Industry TrendsCompetitive Trends

SubmarketCMA Rankings

Entry & ExitSWOT Analytics

ProductProduct Segmentation

Product FeaturesProduct Feasibility

HREmployee Performance

Employee Comp.Employee Incentives

NanoTransaction AnalyticsPoint of Sale TrendsTransaction Cycles

CostsEfficiency Analytics

Cost RecoveryExpense Reduction

InvestmentFinancial Modeling

Project ROIAsset Analysis

RivalsCompetitive Intell.

Analogue IntelligenceRanking/Benchmarking

MediaWeb Analytics

Social Media AnalyticsEmail Analytics

1 2 3 4

5 6 7 8

9 10 11 12

13 14 15 16

C U S T O M I Z A B L EVisualizations

We help you visualize all your data by designing interactive

and custom dashboards, reports, and scorecards for

your exact BI needs.

•70% of BI projects fail to meet the enterprises' objectives. However,

successful BI and analytics projects yield a return of $10.66 for every dollar spent.

I N T E R A C T I V EMobile BI

We help you interact, share, collaborate, analyze, and

present your data by delivering an elegant, easy-to-use, and

rapid-fire mobile BI experience for iPad & iPhone.

S T R A T E G I CAdvisory

As your strategic and tactical advisor, we help you present and contextualize your data

into meaningful reports, powerful presentations, and

actionable decision scenarios.

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3

4

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© 2015 Competitive Analytics. © 2015 DECIPHER. All rights reserved. Competitive Analytics 3195 Red Hill Avenue, Suite C, Costa Mesa, California 92626 714 660 2799 !Office www.CompetitiveAnalytics.com Questions? Comments? Requests? Email us at [email protected]

MEMBERMEMBER

MEMBER

MEMBER

MEMBER

1P E R P E T U A L

InquiryNine

PerpetualQuestions

9O P T I M I Z E DDecisions

VisionMissionGoals

Objectivesdriven by

Enhancing ProfitsSustainable Growth

Competitive Advantage

www.CompetitiveAnalytics.com Questions? Comments? Requests? Email us at

Competitive Advantage

16 Areas of Strategic andTactical Decision Optimization

A C T I O N A B L EAnalytics

Page 44: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Applications

Page 45: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Predictive analyticsOperational intelligence

OptimizationTime series analysis

Geospatial or locational analysisQuality control monitoring

Risk analysisSocial media analyticsPrescriptive analytics

Web log analyticsAnalysis in data streams

SimulationText analytics

Fraud analyticsNetwork analysis

Link analysisCognitive computing

Voice analysisVideo analytics

0% 10% 20% 30% 40% 50% 60% 70% 80% 90%

Using today and will keep using Planning to use within next 3 years

Applications of Advanced Analytics is Growing!

37%46.5%

38%47%

31%

44%34%

25%

23%32%

21%

29%22%

31%24.5%

17%6%

9%6%

84%78%

74%73%

68%

65%65%

63%63%

62%60%

59%56%

54%48%

38%28%

24%23%

Page 46: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Working definition of a DDO

Page 47: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

DDOs transform data via applied economics, applied mathematics, and advanced analyticsin order to make better, faster, and more profitable decisions.

Page 48: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

There’s one exception:

SEQOLThere’s one exception:

SEQOL

Page 49: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Key Objective of Analytics

Page 50: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Minimize your margin of error.

Page 51: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

nil data

What’s YourMargin of Error?

Integrating data and analyticsfor better, faster, and confident decisions

dirty KPIs

clean KPIs

clean KPIs & EPIs

scenario-based optimization

modeling

+8.0!Margin of Error

>300%

+4!Margin of Error

151% to 300%

OptimizedMargin of Error

< 2%

-1!Margin of Error

3% to 25%

-2!Margin of Error

26% to 150%

-4!Margin of Error

151% to 300%

-8!Margin of Error

>300%

+2!Margin of Error

26% to 150%

+1!Margin of Error

3% to 25%

Page 52: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

How to become a DDO?

Page 53: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

9 Ingredients

Page 54: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Hardware

9 ingredients that will transform big data and advanced analytics to actionable BI

What-IfInteractivity

Analytics

Data FlowMicroEconomics

Intuition

MacroEconomics

Software

Culture

Page 55: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Hardware

What-IfInteractivity

Analytics

Data FlowMicroEconomics

Intuition

MacroEconomics

Software

Culture

9 ingredients that will transform big data and advanced analytics to actionable BI

Page 56: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Metaphors forBig Data and Analytics

Page 57: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Logicdeductive

inductive

statistical

mathematical

econometric

decision tree

data

organization

systems

facts

Creativerelationships

cause-and effect

hypothesis

feelings

emotions

intuition

experience

psychology

ideas

inquiry

Page 58: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Go To Dashboards!

Page 59: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Conclusion

Page 60: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

◎Price Optimization

Page 61: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

!Predictive Analytics

Page 62: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

"Performance Analytics

Page 63: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

"Logistics

Page 64: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Cost Minimization

Page 65: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

#Sales & Marketing Analytics

Page 66: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

$Demand Forecasting

Page 67: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

#Geospatial Analytics

Page 68: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Product Segmentation

Page 69: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

$Risk Analytics

Page 70: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Employee Analytics

Page 71: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Competitive Intelligence

Page 72: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Consumer Intelligence

Page 73: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Data Cleansing

Page 74: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Web Data Extraction

Page 75: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

%Strategic Planning

Page 76: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

& ' (Dashboarding & Reporting

Page 77: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

Challenges

Page 78: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

TechnologyCulture

Big DataAdv. Analytics

Dual Sisyphean Task of a Data-Driven Company

Page 79: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business
Page 80: The Data Driven Organization - OCBC · We help the world’s most successful companies analyze their data and the competitive forces affecting them . . . with a customized business

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