SlideShare uma empresa Scribd logo
1 de 57
ATTENTION
  DATA                     i
(“Data Management for Dummies”)


                 Dmitry Kovalchuk
Your company
depends on resources
You plan resources
You plan resources

You pull resources
You plan resources

You pull resources

You store resources
You plan resources

You pull resources

You store resources

You utilize resources
You manage your
 resources to be
    effective
You manage finances
You manage people
You manage inventories
You manage time
Why don’t you
  manage
 your data?
Data is not a
trivial resource
Data volumes grow much
faster than your other resources
 V

           About 40% a year



                              $




                                  t
Perhaps your data is…
no longer timely
Perhaps your data is…
no longer timely
hard to access
Perhaps your data is…
no longer timely
hard to access
poor quality
Perhaps your data is…
no longer timely
hard to access
poor quality
incomplete
I hope
  you are
aware of this
  problem
Why do you
put up with it?
Imagine that your other
     resources…
are no longer timely
are hard to access
are poor quality
are incomplete
Of course you can
       take steps
to avoid these problems
ATTENTION
if you don’t manage data
     it can become a
         cancer…
It can be invisible - you
might not know about it
It penetrates everywhere
It harms you from the
        inside
You get inaccurate reports
You make bad decisions
You spend more and more
     on remediation
You become ineffective
But I have
good news for you
Hundreds of companies
  have avoided this
    bad situation
They know one secret
They manage their data
  like other resources
Their data is always…
      in the right time
      and place
Their data is always…
      in the right time
      and place
      the right volume
Their data is always…
      in the right time
      and place
      the right volume

      the right quality
Their information is
accurate
Their information is
accurate

They make
intelligent decisions
Their information is
accurate

They make
intelligent decisions

They trust their
decisions
They are successful
Do you want to be like
       them?
It is NOT simple:
Manage Your Data
Best practices to get you
        started
Start with the most
 important information –
      Master Data
  materials sites customers
products              services
           equipment
 suppliers         employees
      assets partners
Start small – choose
 one data domain
        CRM                 DWH


ERP                               Other
               Customer
              Master Data




 such as Customer Master Data
Big
 Metadata       data              Transactiona
                                  l data
                Enterprise
  Reference    Information        Unstructured
  data                            data

                             Other data
              Master data

Think Big – move towards
 Enterprise Information
      Management
Responsibilities
               Accountability
                  Procedures
                   Processes
                   Standards
                     Policies
                      Metrics
                       Roles




Stable Data Governance
Implement prescriptive
     technologies
Measure the quality of
 data and business
      benefits
All this leads to:
Your data is a usable,
trustworthy resource
Thank you for attention
                   see more


            http://mdmcommunity.ning.com/




http://www.linkedin.com/groups/MDM-World-4558032/about

Mais conteúdo relacionado

Mais procurados

Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
Alan McSweeney
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
victorlbrown
 
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
Best Practices in DataOps: How to Create Agile, Automated Data PipelinesBest Practices in DataOps: How to Create Agile, Automated Data Pipelines
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
Eric Kavanagh
 

Mais procurados (20)

Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
Data Privatisation, Data Anonymisation, Data Pseudonymisation and Differentia...
 
Data Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced AnalyticsData Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced Analytics
 
Data Catalog for Better Data Discovery and Governance
Data Catalog for Better Data Discovery and GovernanceData Catalog for Better Data Discovery and Governance
Data Catalog for Better Data Discovery and Governance
 
Data Governance in a big data era
Data Governance in a big data eraData Governance in a big data era
Data Governance in a big data era
 
Data Domain-Driven Design
Data Domain-Driven DesignData Domain-Driven Design
Data Domain-Driven Design
 
DAMA CDMP exam cram
DAMA CDMP exam cramDAMA CDMP exam cram
DAMA CDMP exam cram
 
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
 
Data Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management InitiativesData Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management Initiatives
 
How to build a successful Data Lake
How to build a successful Data LakeHow to build a successful Data Lake
How to build a successful Data Lake
 
엔터프라이즈 클라우드 마이그레이션 준비와 실행. 그리고, 클라우드 운영 모범 사례 공유-최지웅, 오픈소스컨설팅 CTO / 장진환, 스마일샤...
엔터프라이즈 클라우드 마이그레이션 준비와 실행. 그리고, 클라우드 운영 모범 사례 공유-최지웅, 오픈소스컨설팅 CTO / 장진환, 스마일샤...엔터프라이즈 클라우드 마이그레이션 준비와 실행. 그리고, 클라우드 운영 모범 사례 공유-최지웅, 오픈소스컨설팅 CTO / 장진환, 스마일샤...
엔터프라이즈 클라우드 마이그레이션 준비와 실행. 그리고, 클라우드 운영 모범 사례 공유-최지웅, 오픈소스컨설팅 CTO / 장진환, 스마일샤...
 
Infographic: Data Governance Best Practices
Infographic: Data Governance Best Practices Infographic: Data Governance Best Practices
Infographic: Data Governance Best Practices
 
Data Lake,beyond the Data Warehouse
Data Lake,beyond the Data WarehouseData Lake,beyond the Data Warehouse
Data Lake,beyond the Data Warehouse
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 
How to Build the Data Mesh Foundation: A Principled Approach | Zhamak Dehghan...
How to Build the Data Mesh Foundation: A Principled Approach | Zhamak Dehghan...How to Build the Data Mesh Foundation: A Principled Approach | Zhamak Dehghan...
How to Build the Data Mesh Foundation: A Principled Approach | Zhamak Dehghan...
 
Data Quality
Data QualityData Quality
Data Quality
 
You Need a Data Catalog. Do You Know Why?
You Need a Data Catalog. Do You Know Why?You Need a Data Catalog. Do You Know Why?
You Need a Data Catalog. Do You Know Why?
 
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
Best Practices in DataOps: How to Create Agile, Automated Data PipelinesBest Practices in DataOps: How to Create Agile, Automated Data Pipelines
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
 
Data Quality & Data Governance
Data Quality & Data GovernanceData Quality & Data Governance
Data Quality & Data Governance
 
Data Lifecycle Management
Data Lifecycle ManagementData Lifecycle Management
Data Lifecycle Management
 
Data mesh
Data meshData mesh
Data mesh
 

Destaque

Destaque (8)

Introduction to research data management
Introduction to research data managementIntroduction to research data management
Introduction to research data management
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data Management
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM Maturity
 
Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management
 
The what, why, and how of master data management
The what, why, and how of master data managementThe what, why, and how of master data management
The what, why, and how of master data management
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management Functionality
 
Gartner: Seven Building Blocks of Master Data Management
Gartner: Seven Building Blocks of Master Data ManagementGartner: Seven Building Blocks of Master Data Management
Gartner: Seven Building Blocks of Master Data Management
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...
 

Semelhante a Data Management for Dummies

Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Capgemini
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann
 

Semelhante a Data Management for Dummies (20)

BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?
 
Applying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScaleApplying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data Scale
 
Healthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsHealthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & Analytics
 
Why Big Data is Really about Small Data
Why Big Data is Really about Small DataWhy Big Data is Really about Small Data
Why Big Data is Really about Small Data
 
Bridging the Data Governance Chasm
Bridging the Data Governance ChasmBridging the Data Governance Chasm
Bridging the Data Governance Chasm
 
Big Data Panel
Big Data PanelBig Data Panel
Big Data Panel
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
 
NTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulNTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be useful
 
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
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
INTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPINTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOP
 
What is master data?
What is master data?What is master data?
What is master data?
 
EPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfEPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdf
 
How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?
 
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer Satisfaction
 
Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2
 
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBig Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
 
Tag dg 101 march 2017
Tag dg 101 march 2017Tag dg 101 march 2017
Tag dg 101 march 2017
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315
 

Último

Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
ZurliaSoop
 
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
yulianti213969
 

Último (20)

Call 7737669865 Vadodara Call Girls Service at your Door Step Available All Time
Call 7737669865 Vadodara Call Girls Service at your Door Step Available All TimeCall 7737669865 Vadodara Call Girls Service at your Door Step Available All Time
Call 7737669865 Vadodara Call Girls Service at your Door Step Available All Time
 
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in  Escort service book nowKOTA 💋 Call Girl 9827461493 Call Girls in  Escort service book now
KOTA 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investors
 
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service AvailableCuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
Cuttack Call Girl Just Call 8084732287 Top Class Call Girl Service Available
 
PHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation Final
 
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in  Escort service book nowPARK STREET 💋 Call Girl 9827461493 Call Girls in  Escort service book now
PARK STREET 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
Phases of Negotiation .pptx
 Phases of Negotiation .pptx Phases of Negotiation .pptx
Phases of Negotiation .pptx
 
Only Cash On Delivery Call Girls In Sikandarpur Gurgaon ❤️8448577510 ⊹Escorts...
Only Cash On Delivery Call Girls In Sikandarpur Gurgaon ❤️8448577510 ⊹Escorts...Only Cash On Delivery Call Girls In Sikandarpur Gurgaon ❤️8448577510 ⊹Escorts...
Only Cash On Delivery Call Girls In Sikandarpur Gurgaon ❤️8448577510 ⊹Escorts...
 
Bangalore Call Girl Just Call♥️ 8084732287 ♥️Top Class Call Girl Service Avai...
Bangalore Call Girl Just Call♥️ 8084732287 ♥️Top Class Call Girl Service Avai...Bangalore Call Girl Just Call♥️ 8084732287 ♥️Top Class Call Girl Service Avai...
Bangalore Call Girl Just Call♥️ 8084732287 ♥️Top Class Call Girl Service Avai...
 
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAIGetting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
 
WheelTug Short Pitch Deck 2024 | Byond Insights
WheelTug Short Pitch Deck 2024 | Byond InsightsWheelTug Short Pitch Deck 2024 | Byond Insights
WheelTug Short Pitch Deck 2024 | Byond Insights
 
Escorts in Nungambakkam Phone 8250092165 Enjoy 24/7 Escort Service Enjoy Your...
Escorts in Nungambakkam Phone 8250092165 Enjoy 24/7 Escort Service Enjoy Your...Escorts in Nungambakkam Phone 8250092165 Enjoy 24/7 Escort Service Enjoy Your...
Escorts in Nungambakkam Phone 8250092165 Enjoy 24/7 Escort Service Enjoy Your...
 
Arti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdfArti Languages Pre Seed Teaser Deck 2024.pdf
Arti Languages Pre Seed Teaser Deck 2024.pdf
 
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
 
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
obat aborsi bandung wa 081336238223 jual obat aborsi cytotec asli di bandung9...
 
Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
 
Durg CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN durg ESCORTS
Durg CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN durg ESCORTSDurg CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN durg ESCORTS
Durg CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN durg ESCORTS
 
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in  Escort service book nowGUWAHATI 💋 Call Girl 9827461493 Call Girls in  Escort service book now
GUWAHATI 💋 Call Girl 9827461493 Call Girls in Escort service book now
 
Berhampur CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Berhampur CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDINGBerhampur CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Berhampur CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
 

Data Management for Dummies