39
© CSC 2012 1 Getting 3Vs to 3Is to deliver Business Value Andreas Hufenstuhl

Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

  • Upload
    others

  • View
    2

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 1

Getting 3Vs to 3Is to deliver Business Value

Andreas Hufenstuhl

Page 2: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

2 © CSC 2012 December 3, 2012 2 © CSC 2012 December 3, 2012

Agenda

Transforming Organizations and Industries

Client Success Today

How to Drive Business Value

Page 3: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 3 December 3, 2012

Transforming Organizations and Industries

Page 4: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

4 © CSC 2012 December 3, 2012

The Data “rEvolution” Is: “Setting New Expectations”

• Credit and risk scoring

• Fraud detection

• Trade analysis

• “Whole earth” modeling

• Climate change

• Alternative energy

• Counter-intelligence

• Situational awareness

• Disease surveillance

• Drug discovery

• Personalized healthcare

• Sentiment

• Consumption

• Promotions

• Speed

• Traffic flow

• Detection

Page 5: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

5 © CSC 2012 December 3, 2012

Appropriate Use of Big Data Can Better Inform Your Organization

PAST (Intelligence)

FUTURE (Informed Intuition)

PRESENT (Insight)

What should I do about it?

What is likely to happen?

Why did it happen?

What happened?

Why is it happening?

What is happening?

Page 6: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

6 © CSC 2012 December 3, 2012

Why Now?

Economy/Marketplace Pressures

Data Mining Technology Advances

Falling Costs of Infrastructure

+ +

Page 7: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

7 © CSC 2012 December 3, 2012

Big Data Value is better Intelligence, Insight and more Informed Intuition put into Action for your organization

Big Data is about creating competitive advantage

Page 8: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

8 © CSC 2012 December 3, 2012

What One Piece of Information, If You Had It, Would Change the Way You Do Business?

CIO

Procurement

Supply Chain

Finance

Industry- Specific Marketing

Sales

Customer Service

COO

Human Resources

CEO CFO CMO

Business Directed, IT Enabled

Page 9: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 9 December 3, 2012

Client Success Today

Page 10: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

10 © CSC 2012 December 3, 2012

How Are Organizations Taking Advantage of Big Data?

Retail/CPG

Performance optimization and analytical insights into POS and

regional sales trends

Healthcare

Integrating data from member communities

Wholesale

Maximize profitability

Transportation

Better scheduling

Insurance

Single version of the truth

Travel & Leisure

Customer Intelligence Lifetime Value Model

Government

Reduce Tax Evasion

Commodities Trading

Climate data leveraged for commodities trading

Financial Services

Claims fraud detection

Natural Resources

Real time management of operations and maintenance

Page 11: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 11 December 3, 2012

How to Drive Business Value

Page 12: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

12 © CSC 2012 December 3, 2012

Where Are You on Your Big Data Journey?

Are You … Not yet Experimenting

Implemented

in Some

Business Units

Implemented

Enterprise-Wide

1 Embracing Big Data strategically?

2 Leveraging unstructured data and social media data to improve business

decision making?

3 Transitioning your organization into predictive analytics?

4 Addressing latency due to complex queries, analytics and reporting against large

data warehouses, or batch processing with database appliances and parallel

processing?

5 Improving performance management and self service with scorecards, dashboards,

heat maps, forecasting, and advanced visualization tools?

6 Consolidating disparate databases into an integrated DB architecture?

7 Implementing MDM, data quality, and data governance programs to meet

operational, regulatory, and customer service requirements?

8 Establishing Hadoop-based architecture environments for mining unstructured

sources, including social media, email, mobility, and other sources?

9 Implementing search intelligence and semantic engines against document

management, content management, and other enterprise sources for analytics?

10 Considering adopting “analytics as a service” transformation models?

Page 13: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

13 © CSC 2012 December 3, 2012

Lessons Learned

Start from the business need/opportunity

Imagine the potential from disparate data sources

Present the output in an easily assimilated form

It’s an iterative approach…

Avoid costly mistakes

Page 14: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

14 © CSC 2012 December 3, 2012

What Do I Need to Start Thinking About? Innovate Your Business Based on Complete View of Internal/External Dynamics

• Exceed business intelligence benefits Dynamic analysis of various types of data

• See hidden opportunities Address fundamental business challenges based on stronger analysis methods, drive new ways of thinking

• Technology advances Breaking previous limits on data volume

• Stronger analytics techniques Use advanced programming; statistical, research, text analysis; or data mining techniques

• Internal structured data Enterprise applications

• Internal (semi) structured Email, knowledge repositories, portals, desktop applications

• External (semi) structured Data providers, business partners, Web services

• External unstructured Social media, consumers, mobile

3. Unlock Big Value 2. Apply Modern Methods 1. Leverage Disparate

Data Sources

Page 15: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

15 © CSC 2012 December 3, 2012

Probably the Greatest Challenge Is Assembling the Right Skills

Page 16: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

16 © CSC 2012 December 3, 2012

• Analytics as a Service

• Business Intelligence as a Service

CSC offers clients full life cycle support through industry specific and cross-industry solutions

• CareVeillance

• ClimatEdge™

• Dashboard 360 Management

• Defense Supply Chain Analytics

• EI for Retail as a Service

• Electronic Patient Folder

• Fraud Analytics Management

• Manufacturing PBL Command

• Petroleum Enterprise Intelligence Information Management

• Dashboard 360 Implementation

• EI for Retail Implementation

• Field Tech 260 Implementation

• Fraud Analytics Implementation

• Health Enterprise Content & Collaboration suite

• Insurance Optics

• Petroleum Enterprise Intelligence

• Rail Control System

• Analytics Transformation

• Business Intelligence Implementation

• Master Data Management Implementation

• Aftermarket Roadmap

• Field Tech 360 Strategy and Architecture

• Insurance Optics Business Intelligence Roadmap

• Payor Optics 360 Roadmap

• Petroleum Enterprise Intelligence Discovery and Design

• Enterprise Intelligence Strategy

• Big Data Strategy

• Information Exploitation Assessment

• Data Strategy and Governance

Shape Manage

Ind

ustr

y S

olu

tio

ns

Cro

ss-I

nd

ustr

y

Optimize Business Value Realize Business Value Strategize Business Value

Transform

Page 17: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

17 © CSC 2012 December 3, 2012

Summary

Achieving business value from data requires business and IT transformation

Change is critical to staying competitive

Your current resources may not be able to support such major transformation on their own

Revolutionize your operating model/performance with Big Data

Many organizations are achieving business value today

Page 18: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

18 © CSC 2012 December 3, 2012

www.csc.com/bigdata Thank You

Follow us at:

#CSCBigData

Page 19: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

19 © CSC 2012 December 3, 2012

Page 20: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 20 December 3, 2012

Case Study — Financial Services

Page 21: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

21 © CSC 2012 December 3, 2012

Case Study — Commodities Trading/CSC Climate Edge from NASA Data

NASA, the most reliable source of climate data

• CSC’s Climate Edge is now distributed via reports through the Bloomberg network. Data will also be available for predictive analytics in phase 2 for insurance, investments, trading, healthcare, and other industries

• Needed access to leverage Big Data accumulated from climate changes, trends, and patterns that could impact crops, farming, food services, health, and catastrophic events

• Improved information for predictive analytics and outcomes management

• Maximize profitability through predictive and decisive responses to projections for commodities trading, insurance, and healthcare

Challenge Solution Results

Client

Page 22: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

22 © CSC 2012 December 3, 2012

Case Study — Financial Services MetLife Auto & Home

A leading insurance company

• Analytics

• Insurance Fraud Analytics Solution

• Uses data to detect patterns and behaviors that might be signs of fraud

• Detect fraud as early as the first notice of loss, without disrupting claims process

• Detect potentially fraudulent claims much earlier and with very few false positives

• 16% increase in investigations

• Significant return on investment within 6 months

Challenge Solution Results

Client

Page 23: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

23 © CSC 2012 December 3, 2012

Case Study — Investment Banking Major Global Investment Bank

One of the world’s largest investment banks

• Master data management

• Data warehouse

• Business intelligence

• Create single repository for all data deemed useful for multiple applications

• Enable very large information and data flows to be used more effectively

• Significantly improved decision-making ability and exposure monitoring

• More accurate and reliable regulatory reporting

Challenge Solution Results

Client

Page 24: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

24 © CSC 2012 December 3, 2012

Case Study — Insurance AG Insurance Company

Large insurance company

• Master data management

• Data warehouse

• Business intelligence

• Iterative, incremental approach to life insurance data warehouse design and implementation

• SAS Enterprise Data Integration and Business Intelligence software

• Change management action plan, before, during, and after the project

• Gain “single version of the truth” from centralized data definitions, data flows automation, data transparency, and traceability

• Generate faster, standardized dynamic reports and dashboards

• Reduce risks in knowledge sharing between business and IT

• More dynamic and responsive reporting

• More time to analyze figures and give advice

• Fewer risks in data traceability and knowledge sharing

Challenge Solution Results

Client

Page 25: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 25 December 3, 2012

Case Study — Healthcare

Page 26: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

26 © CSC 2012 December 3, 2012

Case Study — Healthcare BlueCross and BlueShield

One of the world’s largest healthcare organizations • Master data management

• Data warehouse

• Business intelligence

• Designed and developed data warehouse system that integrates data from 40 member companies

• Enhance benchmarking capabilities and enable advanced predictive analytics for world’s largest healthcare informatics data warehouse

• Warehouse can process medical and other claims for 90M – 100M people

• Delivers unmatched detail about trends and best practices

• Provides huge competitive advantage

Challenge Solution Results

Client

Page 27: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 27 December 3, 2012

Case Study — Transportation

Page 28: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

28 © CSC 2012 December 3, 2012

Case Study — Transportation Major Global Travel and Leisure Company

A leading global car hire company • Customer intelligence

• Analytics

• Master data management

• Strategic CRM/Customer Intelligence roadmap

• Customer lifetime value model to use for value segmentation

• Analysis, operationalization, and insight

• Increase growth

• Transform from transactional to customer-led, service-driven company

• Better decision making based on customer lifetime value

• 25% increase in more targeted campaigns

• Plan to drive incremental revenue over 3 years

Challenge Solution Results

Client

Page 29: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

29 © CSC 2012 December 3, 2012

Case Study — Transportation Swiss Federal Railways (SBB)

Operates most intensively used rail network in Europe • Big Data

• Analytics

• Performance improvement

• System uses hundreds of pieces of data — received per second from train position sensors and other peripheral systems — to calculate journey forecasts and deliver resulting changes to railway dispatchers and customer systems in near real time

• Needed to improve train dispatching

• More trains run on time (up from 92% to 96%)

• Passengers are happy

• Switzerland is now the leader in international punctuality statistics

Challenge Solution Results

Client

Page 30: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 30 December 3, 2012

Case Study — Government

Page 31: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

31 © CSC 2012 December 3, 2012

Case Study — Government

Large government institution responsible for tax collection

• Data warehouse

• Six business-oriented projects

• Data warehouse (combined traditional reporting, data analysis, advanced data mining)

• Predictive model for bankruptcy

• Need to be more efficient

• Pressure on government budgets and regulations (e.g., privacy)

• Manual information management processes (errors, time consuming)

• Low business intelligence maturity

• Increased profitability of tax recovery process (reduce tax evasion) — prioritize risks, new trend analysis to identify emerging threats

• Reduced litigations

• Single source of data: Increased cross-organization information management, improved access, business-intuitive format

Challenge Solution Results

Client

Page 32: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 32 December 3, 2012

Case Study — CENR

Page 33: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

33 © CSC 2012 December 3, 2012

Case Study — Natural Resources Major Global Mining Company

A leading global resources company

• Big Data

• Analytics, machine-to-machine and predictive

• Performance improvement

• Enterprise Intelligence Strategic Roadmap Project (in process)

• Discovery – Operations Readiness

• Future state design

• Roadmap

• Big Data volume and velocity of machine-to-machine sensor data from 12 borers and other mining assets operating 24x7x365

• How to gain real-time insights to efficiently operate the 21st century mine

• Future expected benefits

• Real-time management of drilling operations

• Predictive equipment maintenance

Challenge Solution Results

Client

Page 34: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

34 © CSC 2012 December 3, 2012

Case Study — Wholesale Large Diamond Company

One of the world’s largest diamond companies

• A simple and intuitive business intelligence and document management solution that delivers a competitive edge in performance

• Provide access to accurate, timely, and up-to-date business intelligence on customer demand, current stocks of rough diamonds, competitive activity, and market trends

• Improved information management

• Can maximize profitability through fast and decisive responses to even very small events and developments in national markets

Challenge Solution Results

Client

Page 35: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 35 December 3, 2012

Case Study — Retail

Page 36: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

36 © CSC 2012 December 3, 2012

One of the nation’s largest discount clothing retailers

• 4,800 stores and 28,000 employees

• More than 1 million POS transactions and 2 million historical transactions processed daily

Case Study — Retail/CPG Major Retailer

• Leverage database appliance (Netezza) and BI tools (MicroStrategy) for dashboards and analytics. Create an enterprise data mart for analytics and dashboards

• Lots of data. Latency in getting reports to users. Reliance on electronic spreadsheets. Long batch cycles. Manually intensive. Limited visibility into profitability and opportunities to optimize

• 957 million rows of data processed in 20 seconds. Eliminated electronic spreadsheets from operational reports

• Improved accuracy, profitability; eliminated manually intensive reconciliation

• Allowed costs to be managed at SKU/location level, and merchants/ finance to have visibility into financial results

• Real-time availability of dashboards and reports for stores and operations

Challenge Solution Results

Client

Page 37: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

© CSC 2012 37 December 3, 2012

Case Study — Other

Page 38: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

38 © CSC 2012 December 3, 2012

Technology services company that provides mission- critical network services and communication infrastructure

• Serves most of the major telecommunications operators, public sector agencies, and large-scale enterprises across the UK, Ireland, and Germany

Case Study — Technology Services

• Delivered strategy and direction by profiling and assessment of the business aspirations

• Targeted initial core business challenges (SCM, Finance)

• Created full suite of reports and dashboards

• Manual, ad hoc, and bespoke/customized spreadsheet based reporting

• No accurate control of budgetary spend and no ability to forecast or predict events

• Business information flawed, decreasing reliability of information

• No single view of truth to drive business growth

• Clear and accurate reporting to the board, executive community

• User self-service report generation

• Centralized reporting solution including single view of truth

• Tighter controls on budgetary expense and predicting spend

• Business expense savings

Challenge Solution Results

Client

Page 39: Getting 3Vs to 3Is to deliver Business Value Andreas ... · 3 Transitioning your organization into predictive analytics? 4 Addressing latency due to complex queries, analytics and

39 © CSC 2012 December 3, 2012

Wireline and wireless telecommunications provider transitioning into professional services, digital content sales and delivery, and cloud services

• Corporate performance management

Case Study — Telecommunications

• Defined and designed critical corporate KPI dashboards

• Built technical designs for interim enterprise date warehouse housing all finance summary data

• Combined 16 manual reporting processes for wireless and wireline BUs

• CFO recognized business need for consolidated/aggregate reporting made available directly from source systems, with drill-down capability and availability via mobile devices

• Corporate Performance Management system provides dashboard and analysis reporting for executives across all divisions. Key users include Sales, Finance, and FP&A

• First release: Summarized analysis supporting leadership financials

• Second release: Key finance and business metrics as well as drill-down for monthly financials and operational data

Challenge Solution Results

Client