SlideShare a Scribd company logo
SUCCESSFUL
DATA STRATEGY
!  Telecommunication
!  Financial Services
!  Consumer Goods
!  E-Commerce
!  Government
!  Political Activity
!  Transportation
MAIN SECTOR
It is not technology problem,
but it is a business problem
!  Creating Business Value: Improving the quality or accessibility
of enterprise data is not an end in and of itself. It is merely an
enabler for creating business value. The data strategy must be
driven by an understanding of how information can enable or
improve a business process. The data strategy does not need to
identify all possible business benefits, but it should define
several that are material to the business and measurable.
Establishing some early, visible benefits is important to
launching the data strategy and giving it momentum.
!  Identify Critical Data Asset: Not all data in the business is
critical. In fact, most data is specific to an application, business
function or transaction. Data that is critical typically has two
characteristics: It is associated with something of long-term
value to the firm (e.g., product, customer or financial
information) and It is used across multiple systems and business
processes.
KEY SUCCESS (1)
!  Data Ecosystem: For most businesses, data is an active asset that is
captured, created, enhanced and used in many business processes
and applications. To manage this dynamic environment, the flows of
data across systems and processes need to be organized in a
coherent way. We use a business architecture (not a technology
architecture) to define core data capabilities that business and IT
must create together. These capabilities organize technology
platforms and business processes based on their function in the
ecosystem: capturing and creating data, cleansing and organizing it,
mining business insights from it, and using those insights to drive
intelligent actions in the business.
!  Data Governance: the implementation of a data strategy is not a
project; it is an ongoing function of the company that must be
governed. Because data is so ubiquitous, the governance structure
must be federated, with a central governing body addressing the
most important, common data and most of the data managed
locally in the lines of business.
KEY SUCCESS (2)
So don’t dismiss Big Data as useless,
just because it’s being hyped.
• Rethink how your organization adds value.
• Treat Big Data and the algorithms that run
them like managing top talent.
• Ask “What value matters most, and what
marriage of data and algorithms get us
there?” instead of how do we get more value
from more data?
! Data Protection
! Data Privacy
! Very BIG BIG Data
! Structured vs Unstructured Data
! Not focus on specific process as a
strating point
! Impact for the business?
CHALLENGES
Thank You
Heru Sutadi
Email: hersut@outlook.com
Twitter: @herusutadi

More Related Content

What's hot

How Data is Driving AI Innovation
How Data is Driving AI InnovationHow Data is Driving AI Innovation
How Data is Driving AI Innovation
Matt Turner
 
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
DATAVERSITY
 
Slides: Achieving a “Single Source of Truth” with BI in Your Enterprise
Slides: Achieving a “Single Source of Truth” with BI in Your EnterpriseSlides: Achieving a “Single Source of Truth” with BI in Your Enterprise
Slides: Achieving a “Single Source of Truth” with BI in Your Enterprise
DATAVERSITY
 
Data strategy demistifying data
Data strategy demistifying dataData strategy demistifying data
Data strategy demistifying data
Hans Verstraeten
 
Governing Big Data, Smart Data, Data Lakes, and the Internet of Things
Governing Big Data, Smart Data, Data Lakes, and the Internet of ThingsGoverning Big Data, Smart Data, Data Lakes, and the Internet of Things
Governing Big Data, Smart Data, Data Lakes, and the Internet of Things
DATAVERSITY
 
ADV Slides: Modern Analytic Data Architecture Maturity Modeling
ADV Slides: Modern Analytic Data Architecture Maturity ModelingADV Slides: Modern Analytic Data Architecture Maturity Modeling
ADV Slides: Modern Analytic Data Architecture Maturity Modeling
DATAVERSITY
 
Data Strategy in 2016
Data Strategy in 2016Data Strategy in 2016
Data Strategy in 2016
FairCom
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
DATAVERSITY
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
DATAVERSITY
 
The future of bi isn't a bi tool
The future of bi isn't a bi toolThe future of bi isn't a bi tool
The future of bi isn't a bi tool
DATAVERSITY
 
DAS Slides: Data Governance and Data Architecture – Alignment and Synergies
DAS Slides: Data Governance and Data Architecture – Alignment and SynergiesDAS Slides: Data Governance and Data Architecture – Alignment and Synergies
DAS Slides: Data Governance and Data Architecture – Alignment and Synergies
DATAVERSITY
 
Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019
PromptCloud
 
Slides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data GovernanceSlides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data Governance
DATAVERSITY
 
Data Catalog as the Platform for Data Intelligence
Data Catalog as the Platform for Data IntelligenceData Catalog as the Platform for Data Intelligence
Data Catalog as the Platform for Data Intelligence
Alation
 
Big Data - Bridging Technology and Humans
Big Data - Bridging Technology and HumansBig Data - Bridging Technology and Humans
Big Data - Bridging Technology and Humans
Mark Laurance
 
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
Pieter De Leenheer
 
Trends in Data Analytics - From Database to Analyst
Trends in Data Analytics - From Database to AnalystTrends in Data Analytics - From Database to Analyst
Trends in Data Analytics - From Database to Analyst
DATAVERSITY
 
Noise to Signal - The Biggest Problem in Data
Noise to Signal - The Biggest Problem in DataNoise to Signal - The Biggest Problem in Data
Noise to Signal - The Biggest Problem in Data
DATAVERSITY
 
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
Pieter De Leenheer
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DATAVERSITY
 

What's hot (20)

How Data is Driving AI Innovation
How Data is Driving AI InnovationHow Data is Driving AI Innovation
How Data is Driving AI Innovation
 
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
Slides: Case Study — How J.B. Hunt is Driving Efficiency with AI and Real-Tim...
 
Slides: Achieving a “Single Source of Truth” with BI in Your Enterprise
Slides: Achieving a “Single Source of Truth” with BI in Your EnterpriseSlides: Achieving a “Single Source of Truth” with BI in Your Enterprise
Slides: Achieving a “Single Source of Truth” with BI in Your Enterprise
 
Data strategy demistifying data
Data strategy demistifying dataData strategy demistifying data
Data strategy demistifying data
 
Governing Big Data, Smart Data, Data Lakes, and the Internet of Things
Governing Big Data, Smart Data, Data Lakes, and the Internet of ThingsGoverning Big Data, Smart Data, Data Lakes, and the Internet of Things
Governing Big Data, Smart Data, Data Lakes, and the Internet of Things
 
ADV Slides: Modern Analytic Data Architecture Maturity Modeling
ADV Slides: Modern Analytic Data Architecture Maturity ModelingADV Slides: Modern Analytic Data Architecture Maturity Modeling
ADV Slides: Modern Analytic Data Architecture Maturity Modeling
 
Data Strategy in 2016
Data Strategy in 2016Data Strategy in 2016
Data Strategy in 2016
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
 
The future of bi isn't a bi tool
The future of bi isn't a bi toolThe future of bi isn't a bi tool
The future of bi isn't a bi tool
 
DAS Slides: Data Governance and Data Architecture – Alignment and Synergies
DAS Slides: Data Governance and Data Architecture – Alignment and SynergiesDAS Slides: Data Governance and Data Architecture – Alignment and Synergies
DAS Slides: Data Governance and Data Architecture – Alignment and Synergies
 
Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019
 
Slides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data GovernanceSlides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data Governance
 
Data Catalog as the Platform for Data Intelligence
Data Catalog as the Platform for Data IntelligenceData Catalog as the Platform for Data Intelligence
Data Catalog as the Platform for Data Intelligence
 
Big Data - Bridging Technology and Humans
Big Data - Bridging Technology and HumansBig Data - Bridging Technology and Humans
Big Data - Bridging Technology and Humans
 
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
TiE DC GovCon Panel on Emerging Technologies: AI/ML/Blockchain/Data Managemen...
 
Trends in Data Analytics - From Database to Analyst
Trends in Data Analytics - From Database to AnalystTrends in Data Analytics - From Database to Analyst
Trends in Data Analytics - From Database to Analyst
 
Noise to Signal - The Biggest Problem in Data
Noise to Signal - The Biggest Problem in DataNoise to Signal - The Biggest Problem in Data
Noise to Signal - The Biggest Problem in Data
 
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
MIT ICIQ 2017 Keynote: Data Governance and Data Capitalization in the Big Dat...
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
 

Viewers also liked

Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
Heru Sutadi
 
Mengenal cloud computing_dan_big_data_dengan_bahasa_awam
Mengenal cloud computing_dan_big_data_dengan_bahasa_awamMengenal cloud computing_dan_big_data_dengan_bahasa_awam
Mengenal cloud computing_dan_big_data_dengan_bahasa_awam
Rusmanto Maryanto
 
Mari Mengenal Cloud Computing
Mari Mengenal Cloud ComputingMari Mengenal Cloud Computing
Mari Mengenal Cloud Computing
Ria_Pratiwi_Uloli
 
Hasil kajian Big Data di Indonesia
Hasil kajian Big Data di IndonesiaHasil kajian Big Data di Indonesia
Hasil kajian Big Data di Indonesia
Heru Sutadi
 
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
P. Irfan syah
 
Latest Update Bigdata in indonesia
Latest Update Bigdata in indonesiaLatest Update Bigdata in indonesia
Latest Update Bigdata in indonesia
Heru Sutadi
 
Paper big data
Paper big dataPaper big data
Paper big data
Ilham Malik Ibrahim
 
Tren dan Arah Perkembangan Big Data
Tren dan Arah Perkembangan Big DataTren dan Arah Perkembangan Big Data
Tren dan Arah Perkembangan Big Data
Ismail Fahmi
 
Pengantar Big Data dan Peluang Bisnis/Kerjanya
Pengantar Big Data dan Peluang Bisnis/KerjanyaPengantar Big Data dan Peluang Bisnis/Kerjanya
Pengantar Big Data dan Peluang Bisnis/Kerjanya
Rusmanto Maryanto
 
Big Data & Implementasinya
Big Data & ImplementasinyaBig Data & Implementasinya
Big Data & Implementasinya
Anshar Abdullah
 
Применение Big Data в маркетинге
Применение Big Data в маркетингеПрименение Big Data в маркетинге
Применение Big Data в маркетинге
Evgeniy Pavlovskiy
 
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальностьBig Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
Techart Marketing Group
 
Алгоритмы и структуры данных BigData для графов большой размерности
Алгоритмы и структуры данных BigData для графов большой размерностиАлгоритмы и структуры данных BigData для графов большой размерности
Алгоритмы и структуры данных BigData для графов большой размерности
Alexey Zinoviev
 
Что такое Big Data ?
Что такое Big Data ?Что такое Big Data ?
Что такое Big Data ?
Mikhail Alekseev
 

Viewers also liked (14)

Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
Eksistensi Kebudayaan di Tengah Perkembangan Media dan Teknologi Informasi In...
 
Mengenal cloud computing_dan_big_data_dengan_bahasa_awam
Mengenal cloud computing_dan_big_data_dengan_bahasa_awamMengenal cloud computing_dan_big_data_dengan_bahasa_awam
Mengenal cloud computing_dan_big_data_dengan_bahasa_awam
 
Mari Mengenal Cloud Computing
Mari Mengenal Cloud ComputingMari Mengenal Cloud Computing
Mari Mengenal Cloud Computing
 
Hasil kajian Big Data di Indonesia
Hasil kajian Big Data di IndonesiaHasil kajian Big Data di Indonesia
Hasil kajian Big Data di Indonesia
 
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
#IT Security (Kebijakan Keamanan Sistem Jaringan Komputer)
 
Latest Update Bigdata in indonesia
Latest Update Bigdata in indonesiaLatest Update Bigdata in indonesia
Latest Update Bigdata in indonesia
 
Paper big data
Paper big dataPaper big data
Paper big data
 
Tren dan Arah Perkembangan Big Data
Tren dan Arah Perkembangan Big DataTren dan Arah Perkembangan Big Data
Tren dan Arah Perkembangan Big Data
 
Pengantar Big Data dan Peluang Bisnis/Kerjanya
Pengantar Big Data dan Peluang Bisnis/KerjanyaPengantar Big Data dan Peluang Bisnis/Kerjanya
Pengantar Big Data dan Peluang Bisnis/Kerjanya
 
Big Data & Implementasinya
Big Data & ImplementasinyaBig Data & Implementasinya
Big Data & Implementasinya
 
Применение Big Data в маркетинге
Применение Big Data в маркетингеПрименение Big Data в маркетинге
Применение Big Data в маркетинге
 
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальностьBig Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
Big Data в маркетинге. Просто о непонятном: задачи, возможности, реальность
 
Алгоритмы и структуры данных BigData для графов большой размерности
Алгоритмы и структуры данных BigData для графов большой размерностиАлгоритмы и структуры данных BigData для графов большой размерности
Алгоритмы и структуры данных BigData для графов большой размерности
 
Что такое Big Data ?
Что такое Big Data ?Что такое Big Data ?
Что такое Big Data ?
 

Similar to Big Data Strategy

Driving Value Through Data Analytics: The Path from Raw Data to Informational...
Driving Value Through Data Analytics: The Path from Raw Data to Informational...Driving Value Through Data Analytics: The Path from Raw Data to Informational...
Driving Value Through Data Analytics: The Path from Raw Data to Informational...
Cognizant
 
189 .docx
189                                                       .docx189                                                       .docx
189 .docx
drennanmicah
 
Enterprise Information Management Strategy - a proven approach
Enterprise Information Management Strategy - a proven approachEnterprise Information Management Strategy - a proven approach
Enterprise Information Management Strategy - a proven approach
Sam Thomsett
 
Big Data strategy components
Big Data strategy componentsBig Data strategy components
Big Data strategy components
The Marketing Distillery
 
DAMA Australia: How to Choose a Data Management Tool
DAMA Australia: How to Choose a Data Management ToolDAMA Australia: How to Choose a Data Management Tool
DAMA Australia: How to Choose a Data Management Tool
Precisely
 
Article in Techsmart
Article in TechsmartArticle in Techsmart
Article in Techsmart
Antionette van Zyl
 
Data Quality in Data Warehouse and Business Intelligence Environments - Disc...
Data Quality in  Data Warehouse and Business Intelligence Environments - Disc...Data Quality in  Data Warehouse and Business Intelligence Environments - Disc...
Data Quality in Data Warehouse and Business Intelligence Environments - Disc...
Alan D. Duncan
 
Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015
Melanie Rowbotham was Larbalestier
 
Not waving-but-drowning
Not waving-but-drowningNot waving-but-drowning
Not waving-but-drowning
Claire Samuel
 
The state of data in 2015
The state of data in 2015The state of data in 2015
The state of data in 2015
KDR Talent Solutions
 
Piloting procter & gamble from decicion cockpits
Piloting procter & gamble from decicion cockpitsPiloting procter & gamble from decicion cockpits
Piloting procter & gamble from decicion cockpits
niz73
 
Reaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analyticsReaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analytics
The Marketing Distillery
 
Reaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analyticsReaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analytics
The Marketing Distillery
 
Information governance presentation
Information governance   presentationInformation governance   presentation
Information governance presentation
Igor Swann
 
Running head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docxRunning head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docx
healdkathaleen
 
Running head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docxRunning head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docx
todd271
 
Securing big data (july 2012)
Securing big data (july 2012)Securing big data (july 2012)
Securing big data (july 2012)
Marc Vael
 
Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape
CCG
 
IT Strategy Sample
IT Strategy SampleIT Strategy Sample
IT Strategy Sample
Glen Alleman
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information Management
Ray Bachert
 

Similar to Big Data Strategy (20)

Driving Value Through Data Analytics: The Path from Raw Data to Informational...
Driving Value Through Data Analytics: The Path from Raw Data to Informational...Driving Value Through Data Analytics: The Path from Raw Data to Informational...
Driving Value Through Data Analytics: The Path from Raw Data to Informational...
 
189 .docx
189                                                       .docx189                                                       .docx
189 .docx
 
Enterprise Information Management Strategy - a proven approach
Enterprise Information Management Strategy - a proven approachEnterprise Information Management Strategy - a proven approach
Enterprise Information Management Strategy - a proven approach
 
Big Data strategy components
Big Data strategy componentsBig Data strategy components
Big Data strategy components
 
DAMA Australia: How to Choose a Data Management Tool
DAMA Australia: How to Choose a Data Management ToolDAMA Australia: How to Choose a Data Management Tool
DAMA Australia: How to Choose a Data Management Tool
 
Article in Techsmart
Article in TechsmartArticle in Techsmart
Article in Techsmart
 
Data Quality in Data Warehouse and Business Intelligence Environments - Disc...
Data Quality in  Data Warehouse and Business Intelligence Environments - Disc...Data Quality in  Data Warehouse and Business Intelligence Environments - Disc...
Data Quality in Data Warehouse and Business Intelligence Environments - Disc...
 
Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015
 
Not waving-but-drowning
Not waving-but-drowningNot waving-but-drowning
Not waving-but-drowning
 
The state of data in 2015
The state of data in 2015The state of data in 2015
The state of data in 2015
 
Piloting procter & gamble from decicion cockpits
Piloting procter & gamble from decicion cockpitsPiloting procter & gamble from decicion cockpits
Piloting procter & gamble from decicion cockpits
 
Reaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analyticsReaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analytics
 
Reaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analyticsReaping the benefits of Big Data and real time analytics
Reaping the benefits of Big Data and real time analytics
 
Information governance presentation
Information governance   presentationInformation governance   presentation
Information governance presentation
 
Running head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docxRunning head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docx
 
Running head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docxRunning head Database and Data Warehousing design1Database and.docx
Running head Database and Data Warehousing design1Database and.docx
 
Securing big data (july 2012)
Securing big data (july 2012)Securing big data (july 2012)
Securing big data (july 2012)
 
Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape
 
IT Strategy Sample
IT Strategy SampleIT Strategy Sample
IT Strategy Sample
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information Management
 

More from Heru Sutadi

Keamanan Siber di Era Big Data
Keamanan Siber di Era Big DataKeamanan Siber di Era Big Data
Keamanan Siber di Era Big Data
Heru Sutadi
 
Keuangan Syariah Indonesia di Era Ekonomi Digital
Keuangan Syariah Indonesia di Era Ekonomi DigitalKeuangan Syariah Indonesia di Era Ekonomi Digital
Keuangan Syariah Indonesia di Era Ekonomi Digital
Heru Sutadi
 
E-Commerce in Indonesia
E-Commerce in IndonesiaE-Commerce in Indonesia
E-Commerce in Indonesia
Heru Sutadi
 
Executing Digital Payment Strategy
Executing Digital Payment StrategyExecuting Digital Payment Strategy
Executing Digital Payment Strategy
Heru Sutadi
 
Indonesia ICT Institute Newsletter - Edisi Dsember
Indonesia ICT Institute Newsletter - Edisi DsemberIndonesia ICT Institute Newsletter - Edisi Dsember
Indonesia ICT Institute Newsletter - Edisi Dsember
Heru Sutadi
 
Indonesia ICT Institute Newsletter November Edition - in English
Indonesia ICT Institute Newsletter November Edition  - in EnglishIndonesia ICT Institute Newsletter November Edition  - in English
Indonesia ICT Institute Newsletter November Edition - in English
Heru Sutadi
 
Indonesia ICT Institute NewsLetter Edisi November 2012
Indonesia ICT Institute NewsLetter Edisi November 2012Indonesia ICT Institute NewsLetter Edisi November 2012
Indonesia ICT Institute NewsLetter Edisi November 2012
Heru Sutadi
 
Indonesia ICT NewLetter October Edition - English Version
Indonesia ICT NewLetter October Edition - English VersionIndonesia ICT NewLetter October Edition - English Version
Indonesia ICT NewLetter October Edition - English Version
Heru Sutadi
 
Indonesia LTE Forum
Indonesia LTE ForumIndonesia LTE Forum
Indonesia LTE Forum
Heru Sutadi
 
Spectrum Management in Indonesia
Spectrum Management in IndonesiaSpectrum Management in Indonesia
Spectrum Management in Indonesia
Heru Sutadi
 
Cloud Computing in Indonesia
Cloud Computing in IndonesiaCloud Computing in Indonesia
Cloud Computing in Indonesia
Heru Sutadi
 
Digital Payment in Indonesia - Pembayaran Digital
Digital Payment in Indonesia - Pembayaran DigitalDigital Payment in Indonesia - Pembayaran Digital
Digital Payment in Indonesia - Pembayaran Digital
Heru Sutadi
 
Women and ICT - Perempuan dan Teknologi Informasi
Women and ICT - Perempuan dan Teknologi InformasiWomen and ICT - Perempuan dan Teknologi Informasi
Women and ICT - Perempuan dan Teknologi Informasi
Heru Sutadi
 
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan ImplikasinyaPerkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
Heru Sutadi
 
Perkembangan ICT dan Pemanfaatannya di Indonesia
Perkembangan ICT dan Pemanfaatannya di IndonesiaPerkembangan ICT dan Pemanfaatannya di Indonesia
Perkembangan ICT dan Pemanfaatannya di Indonesia
Heru Sutadi
 
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
Heru Sutadi
 

More from Heru Sutadi (16)

Keamanan Siber di Era Big Data
Keamanan Siber di Era Big DataKeamanan Siber di Era Big Data
Keamanan Siber di Era Big Data
 
Keuangan Syariah Indonesia di Era Ekonomi Digital
Keuangan Syariah Indonesia di Era Ekonomi DigitalKeuangan Syariah Indonesia di Era Ekonomi Digital
Keuangan Syariah Indonesia di Era Ekonomi Digital
 
E-Commerce in Indonesia
E-Commerce in IndonesiaE-Commerce in Indonesia
E-Commerce in Indonesia
 
Executing Digital Payment Strategy
Executing Digital Payment StrategyExecuting Digital Payment Strategy
Executing Digital Payment Strategy
 
Indonesia ICT Institute Newsletter - Edisi Dsember
Indonesia ICT Institute Newsletter - Edisi DsemberIndonesia ICT Institute Newsletter - Edisi Dsember
Indonesia ICT Institute Newsletter - Edisi Dsember
 
Indonesia ICT Institute Newsletter November Edition - in English
Indonesia ICT Institute Newsletter November Edition  - in EnglishIndonesia ICT Institute Newsletter November Edition  - in English
Indonesia ICT Institute Newsletter November Edition - in English
 
Indonesia ICT Institute NewsLetter Edisi November 2012
Indonesia ICT Institute NewsLetter Edisi November 2012Indonesia ICT Institute NewsLetter Edisi November 2012
Indonesia ICT Institute NewsLetter Edisi November 2012
 
Indonesia ICT NewLetter October Edition - English Version
Indonesia ICT NewLetter October Edition - English VersionIndonesia ICT NewLetter October Edition - English Version
Indonesia ICT NewLetter October Edition - English Version
 
Indonesia LTE Forum
Indonesia LTE ForumIndonesia LTE Forum
Indonesia LTE Forum
 
Spectrum Management in Indonesia
Spectrum Management in IndonesiaSpectrum Management in Indonesia
Spectrum Management in Indonesia
 
Cloud Computing in Indonesia
Cloud Computing in IndonesiaCloud Computing in Indonesia
Cloud Computing in Indonesia
 
Digital Payment in Indonesia - Pembayaran Digital
Digital Payment in Indonesia - Pembayaran DigitalDigital Payment in Indonesia - Pembayaran Digital
Digital Payment in Indonesia - Pembayaran Digital
 
Women and ICT - Perempuan dan Teknologi Informasi
Women and ICT - Perempuan dan Teknologi InformasiWomen and ICT - Perempuan dan Teknologi Informasi
Women and ICT - Perempuan dan Teknologi Informasi
 
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan ImplikasinyaPerkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
Perkembangan Jejaring Sosial (Social Networks) di Indonesia dan Implikasinya
 
Perkembangan ICT dan Pemanfaatannya di Indonesia
Perkembangan ICT dan Pemanfaatannya di IndonesiaPerkembangan ICT dan Pemanfaatannya di Indonesia
Perkembangan ICT dan Pemanfaatannya di Indonesia
 
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
RETHINKING ICT REGULATION TO FOSTER EMERGING TELECOMS BUSINESS IN INDONESIA
 

Recently uploaded

Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in CityGirls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
gargnatasha985
 
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
revolutionary575
 
Oracle Database Desupported Features on 23ai (Part A)
Oracle Database Desupported Features on 23ai (Part A)Oracle Database Desupported Features on 23ai (Part A)
Oracle Database Desupported Features on 23ai (Part A)
Alireza Kamrani
 
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
birajmohan012
 
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
tanupasswan6
 
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
dizzycaye
 
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
45unexpected
 
Celonis Busniess Analyst Virtual Internship.pptx
Celonis Busniess Analyst Virtual Internship.pptxCelonis Busniess Analyst Virtual Internship.pptx
Celonis Busniess Analyst Virtual Internship.pptx
AnujaGaikwad28
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
ginni singh$A17
 
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
satpalsheravatmumbai
 
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
sharonblush
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
ginni singh$A17
 
Welcome back to Instagram. Sign in to check out what your
Welcome back to Instagram. Sign in to check out what yourWelcome back to Instagram. Sign in to check out what your
Welcome back to Instagram. Sign in to check out what your
Virni Arrora
 
Potential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriatePotential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriate
huseindihon
 
Harendra Singh, AI Strategy and Consulting Portfolio
Harendra Singh, AI Strategy and Consulting PortfolioHarendra Singh, AI Strategy and Consulting Portfolio
Harendra Singh, AI Strategy and Consulting Portfolio
harendmgr
 
Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...
chetankumar9855
 
Introduction to the Red Hat Portfolio.pdf
Introduction to the Red Hat Portfolio.pdfIntroduction to the Red Hat Portfolio.pdf
Introduction to the Red Hat Portfolio.pdf
kihus38
 
Research proposal seminar ,Research Methodology
Research proposal seminar ,Research MethodologyResearch proposal seminar ,Research Methodology
Research proposal seminar ,Research Methodology
doctorzlife786
 
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
janvikumar4133
 
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
norina2645
 

Recently uploaded (20)

Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in CityGirls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Vadodara 000XX00000 Provide Best And Top Girl Service And No1 in City
 
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
 
Oracle Database Desupported Features on 23ai (Part A)
Oracle Database Desupported Features on 23ai (Part A)Oracle Database Desupported Features on 23ai (Part A)
Oracle Database Desupported Features on 23ai (Part A)
 
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
Beautiful Girls Call Pune 000XX00000 Provide Best And Top Girl Service And No...
 
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
New Girls Call Delhi 🎈🔥9711199171 🔥💋🎈 Provide Best And Top Girl Service And N...
 
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
 
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
Female Girls Call Mumbai 9920725232 Unlimited Short Providing Girls Service A...
 
Celonis Busniess Analyst Virtual Internship.pptx
Celonis Busniess Analyst Virtual Internship.pptxCelonis Busniess Analyst Virtual Internship.pptx
Celonis Busniess Analyst Virtual Internship.pptx
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
 
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
VIP Kanpur Girls Call Kanpur 0X0000000X Doorstep High-Profile Girl Service Ca...
 
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
Best Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Service And ...
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
 
Welcome back to Instagram. Sign in to check out what your
Welcome back to Instagram. Sign in to check out what yourWelcome back to Instagram. Sign in to check out what your
Welcome back to Instagram. Sign in to check out what your
 
Potential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriatePotential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriate
 
Harendra Singh, AI Strategy and Consulting Portfolio
Harendra Singh, AI Strategy and Consulting PortfolioHarendra Singh, AI Strategy and Consulting Portfolio
Harendra Singh, AI Strategy and Consulting Portfolio
 
Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...
 
Introduction to the Red Hat Portfolio.pdf
Introduction to the Red Hat Portfolio.pdfIntroduction to the Red Hat Portfolio.pdf
Introduction to the Red Hat Portfolio.pdf
 
Research proposal seminar ,Research Methodology
Research proposal seminar ,Research MethodologyResearch proposal seminar ,Research Methodology
Research proposal seminar ,Research Methodology
 
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
Beautiful Girls Call 9711199171 9711199171 Provide Best And Top Girl Service ...
 
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
 

Big Data Strategy

  • 2. !  Telecommunication !  Financial Services !  Consumer Goods !  E-Commerce !  Government !  Political Activity !  Transportation MAIN SECTOR
  • 3. It is not technology problem, but it is a business problem
  • 4. !  Creating Business Value: Improving the quality or accessibility of enterprise data is not an end in and of itself. It is merely an enabler for creating business value. The data strategy must be driven by an understanding of how information can enable or improve a business process. The data strategy does not need to identify all possible business benefits, but it should define several that are material to the business and measurable. Establishing some early, visible benefits is important to launching the data strategy and giving it momentum. !  Identify Critical Data Asset: Not all data in the business is critical. In fact, most data is specific to an application, business function or transaction. Data that is critical typically has two characteristics: It is associated with something of long-term value to the firm (e.g., product, customer or financial information) and It is used across multiple systems and business processes. KEY SUCCESS (1)
  • 5. !  Data Ecosystem: For most businesses, data is an active asset that is captured, created, enhanced and used in many business processes and applications. To manage this dynamic environment, the flows of data across systems and processes need to be organized in a coherent way. We use a business architecture (not a technology architecture) to define core data capabilities that business and IT must create together. These capabilities organize technology platforms and business processes based on their function in the ecosystem: capturing and creating data, cleansing and organizing it, mining business insights from it, and using those insights to drive intelligent actions in the business. !  Data Governance: the implementation of a data strategy is not a project; it is an ongoing function of the company that must be governed. Because data is so ubiquitous, the governance structure must be federated, with a central governing body addressing the most important, common data and most of the data managed locally in the lines of business. KEY SUCCESS (2)
  • 6. So don’t dismiss Big Data as useless, just because it’s being hyped. • Rethink how your organization adds value. • Treat Big Data and the algorithms that run them like managing top talent. • Ask “What value matters most, and what marriage of data and algorithms get us there?” instead of how do we get more value from more data?
  • 7. ! Data Protection ! Data Privacy ! Very BIG BIG Data ! Structured vs Unstructured Data ! Not focus on specific process as a strating point ! Impact for the business? CHALLENGES
  • 8. Thank You Heru Sutadi Email: hersut@outlook.com Twitter: @herusutadi