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

3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation
James Chi
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
victorlbrown
 

Mais procurados (20)

Master Data Management methodology
Master Data Management methodologyMaster Data Management methodology
Master Data Management methodology
 
Informatica MDM Presentation
Informatica MDM PresentationInformatica MDM Presentation
Informatica MDM Presentation
 
Building a Data Governance Strategy
Building a Data Governance StrategyBuilding a Data Governance Strategy
Building a Data Governance Strategy
 
Modern Metadata Strategies
Modern Metadata StrategiesModern Metadata Strategies
Modern Metadata Strategies
 
8 Steps to Creating a Data Strategy
8 Steps to Creating a Data Strategy8 Steps to Creating a Data Strategy
8 Steps to Creating a Data Strategy
 
Reference master data management
Reference master data managementReference master data management
Reference master data management
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data Management
 
3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation
 
Master Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and GovernanceMaster Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and Governance
 
Data Catalog as a Business Enabler
Data Catalog as a Business EnablerData Catalog as a Business Enabler
Data Catalog as a Business Enabler
 
Data Quality
Data QualityData Quality
Data Quality
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 
Seven building blocks for MDM
Seven building blocks for MDMSeven building blocks for MDM
Seven building blocks for MDM
 
Master Your Data. Master Your Business
Master Your Data. Master Your BusinessMaster Your Data. Master Your Business
Master Your Data. Master Your Business
 
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
 
Requirements for a Master Data Management (MDM) Solution - Presentation
Requirements for a Master Data Management (MDM) Solution - PresentationRequirements for a Master Data Management (MDM) Solution - Presentation
Requirements for a Master Data Management (MDM) Solution - Presentation
 
Intuit's Data Mesh - Data Mesh Leaning Community meetup 5.13.2021
Intuit's Data Mesh - Data Mesh Leaning Community meetup 5.13.2021Intuit's Data Mesh - Data Mesh Leaning Community meetup 5.13.2021
Intuit's Data Mesh - Data Mesh Leaning Community meetup 5.13.2021
 
Ibm data governance framework
Ibm data governance frameworkIbm data governance framework
Ibm data governance framework
 
MDM for product data with Talend
MDM for product data with Talend MDM for product data with Talend
MDM for product data with Talend
 
Lessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDMLessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDM
 

Destaque

Destaque (6)

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
 
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

Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
lizamodels9
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
lizamodels9
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
daisycvs
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
Matteo Carbone
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
dlhescort
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
lizamodels9
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
dlhescort
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
dollysharma2066
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 

Último (20)

Phases of Negotiation .pptx
 Phases of Negotiation .pptx Phases of Negotiation .pptx
Phases of Negotiation .pptx
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
RSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataRSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors Data
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 

Data Management for Dummies