SlideShare uma empresa Scribd logo
1 de 17
The First Step in Master Data Management

             Data Governance Overview
Kelle O’Neal
Managing Partner
kelle@firstsanfranciscopartners.com
Agenda



•  What is Data Governance?
•  Data Governance Components
•  Ensuring Success




                                     pg 2
[   What is Data Governance?   ]




                                   pg 3
Data Governance


Data Governance is the organizing                      Communication
framework for establishing strategy,
objectives and policy for effectively
managing corporate data.                      Data
                                           Standards                     Data
                                              and                      Strategy
It consists of the processes, policies,    Modeling

organization and technologies required
to manage and ensure the availability,
usability, integrity, consistency, audit               Data Policies
                                                       and Processes
ability and security of your data.

                                 A Data Governance Program consists of the
                                 inter-workings of strategy, standards,
                                 policies and communication. 	



                                                                        pg 4
Why is Data Governance Important?


•  Systems today are more challenging to manage
•  Siloed projects lack view of the overall picture
•  Traditional projects lack data management focus
•  Data quality issues are hidden, persistent
•  Data should not be an IT concern alone
•  Data is a valuable Corporate Asset

 Data governance ensures the right people are
 involved in setting data standards, usage and
 integration across projects, subject areas and lines
 of business


                                                        pg 5
Common Goals of Data Governance



•    Enable improved decision making
•    Protect data stakeholders (business) needs
•    Adopt common approaches to resolve data issues
•    Build standard, repeatable processes
•    Reduce cost and increase efficacy
•    Ensure transparency
•    Standardize data definitions

          Make Data a valuable Corporate Asset


                                                      pg 6
Data Governance Challenges


•  Executive commitment
•  Identifying data owners
•  Master data definitions
•  Enterprise-wide focus
•  Accountability
•  Building momentum
•  Responding to changing business environments
•  Fit with corporate culture




                                                  pg 7
Data Governance Benefits


•  Increased Productivity
•  Improved Compliance
•  Increased Data auditability and transparency
•  Reduced Costs
•  Improved Customer Satisfaction
•  Improved Employee Satisfaction
•  Organizational Alignment
•  Improved Trust and confidence in data




                                                   pg 8
Data Governance & Master Data Management



  An MDM initiative is an
 important component of a
 Data Governance strategy




You can’t do MDM without
    Data Governance



                                  pg 9
Comprehensive Data Governance Program
                                                                 Components
                                                         •  Vision and Mission
     •  Training and Awareness
                                                         •  Alignment with
     •  Mass – Wiki or Intranet
                                                         Corporate Objectives
     •  Individual Updates
                                                         •  Operating Model
     •  Pertinent, specific and
                                                         •  Implementation Plan
     timely
     •  Maintain interest and
     commitment


•  Flexibility to change
•  Open and common
standards                                                            •  Standardized methods
•  End to End Data                                                   and data definitions
security / lineage                                                   •  Controls
•  Data Discovery,                                                   •  Metadata Management
Cleanse, Match, Maintain
•  Metadata Management
•  Reporting
•  Integration

                                                            •  Arbiters and Escalation points
          •  Statistics and Analysis                        •  Stakeholders
          •  Tracking of progress                           •  Roles and Responsibilities
          •  Monitoring of issues                           •  Data Stewards
          •  Continuous Improvement                         •  Decision Rights
          •  Score-carding                                  •  Accountability and Ownership


                                                                                        pg 10
Comprehensive Data Governance Program
                          Components

               STRATEGY	

                  •  Vision and Mission
                  •  Alignment with
                  Corporate Objectives
                  •  Operating Model
                  •  Implementation Plan




                                    pg 11
Hybrid Data Governance
                                                                               Operating Model
                                     Client and Account Data
                                Data Governance Steering Group
Governance	

                           Business Sponsor
                               Data Governance Leads Group Chair                       	

                    Risk/
                           	

                  Compliance
                                              	

                                  International        Finance   	

       IT  	

           Operations                    	

Management                              Office of Data Governance
                                 Data Governance Leads: Business and IT
                                             Project Manager

                                 Data Governance Working Committee
                                 Data Governance Leads Group Chair                           	




                                                                                                   Placeholder to create
 SME Privacy   SME Trust       SME Basel          SME Risk       SME Banking         SME IT                              SME          SME
                                                                                                                       Operations   Brokerage




                                                                                                   	

                                                    Execution	

                                             This is not an organization chart

                                                                                                                                      pg 12
Operating Model Beyond Client and
                                                          Account Data

                                  Data Governance Business Sponsors
Governance	

                                   Team  	

        Client & Account                   Asset/Product                    Employee

         Data Governance                    Data Governance                 Data Governance
          Steering Group                     Steering Group                  Steering Group
     Data Governance Sponsor            Data Governance Sponsor         Data Governance Sponsor
           Group Chair	

                     Group Chair   	

                         	

                                                                              Group Chair


Management
      Office of Data Governance          Office of Data Governance       Office of Data Governance
           Business and IT                    Business and IT                 Business and IT



       Data Governance                     Data Governance                 Data Governance
      Working Committee     	

           Working Committee       	

     Working Committee       	

          Execution	

                       Execution	

                     Execution	


                                                                                          pg 13
Comprehensive Data Governance Program
                                                 Components




 TECHNOLOGY	

•  Data discovery, cleanse,
match, maintain
•  Metadata management
•  Reporting
•  Integration
•  Flexibility to change
•  Open,common standards
•  End to End data security



                                                       pg 14
Data Governance & Technology Together


  Governance                                           Technology
Standardized Methods                                  Discovery and Profiling
  and Data Definitions     Provide Guidance
                                                      Cleansing

Roles and                                             Duplicate Detection
  Responsibilities        Create & Enforce Policies
                                                      Data Maintenance and
Decision Rights                                         Management
                                  Track Progress
                                                      Measurement and
Arbiters and Escalation
                                                        Monitoring

Statistics |Analysis |            Provide Feedback    Data Sharing
  Monitoring




                                                                       pg 15
Ensuring Success



•  Operating Model fits the organization
•  Align technology approach and business goals
•  Support process with targeted metrics, measurement
   and monitoring
•  Technology to support collaboration and communication
•  Executive Sponsorship
•  Cross-functional commitment and involvement




                                                   pg 16
[   Questions?   ]




                     pg 17

Mais conteúdo relacionado

Mais procurados

Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data GovernanceJohn Bao Vuu
 
Data governance
Data governanceData governance
Data governanceMD Redaan
 
Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success DATAVERSITY
 
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 QualityDATAVERSITY
 
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?DATAVERSITY
 
Enterprise Data Management Framework Overview
Enterprise Data Management Framework OverviewEnterprise Data Management Framework Overview
Enterprise Data Management Framework OverviewJohn Bao Vuu
 
Enterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsEnterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsSheldon McCarthy
 
Enterprise Data World Webinar: A Strategic Approach to Data Quality
Enterprise Data World Webinar: A Strategic Approach to Data Quality Enterprise Data World Webinar: A Strategic Approach to Data Quality
Enterprise Data World Webinar: A Strategic Approach to Data Quality DATAVERSITY
 
Data Governance Maturity Model
Data Governance Maturity ModelData Governance Maturity Model
Data Governance Maturity ModelBasuki Rahmad
 
Balancing Data and Processes to Achieve Organizational Maturity
Balancing Data and Processes to Achieve Organizational MaturityBalancing Data and Processes to Achieve Organizational Maturity
Balancing Data and Processes to Achieve Organizational MaturityDATAVERSITY
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeDATAVERSITY
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyRobyn Bollhorst
 
Data-Ed Online: Data Management Maturity Model
Data-Ed Online: Data Management Maturity ModelData-Ed Online: Data Management Maturity Model
Data-Ed Online: Data Management Maturity ModelDATAVERSITY
 
CDO Slides: Real World Data Strategy Success Stories
CDO Slides: Real World Data Strategy Success StoriesCDO Slides: Real World Data Strategy Success Stories
CDO Slides: Real World Data Strategy Success StoriesDATAVERSITY
 
Sustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermSustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermFirst San Francisco Partners
 
Change management success for data governance
Change management success for data governanceChange management success for data governance
Change management success for data governanceReid Elliott
 
Data Insights and Analytics: The Importance of Effective Communications in An...
Data Insights and Analytics: The Importance of Effective Communications in An...Data Insights and Analytics: The Importance of Effective Communications in An...
Data Insights and Analytics: The Importance of Effective Communications in An...DATAVERSITY
 
My role as chief data officer
My role as chief data officerMy role as chief data officer
My role as chief data officerGed Mirfin
 
EIM Presentation 2016
EIM Presentation 2016EIM Presentation 2016
EIM Presentation 2016John Bao Vuu
 
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...DATAVERSITY
 

Mais procurados (20)

Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data Governance
 
Data governance
Data governanceData governance
Data governance
 
Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success
 
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
 
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?
Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?
 
Enterprise Data Management Framework Overview
Enterprise Data Management Framework OverviewEnterprise Data Management Framework Overview
Enterprise Data Management Framework Overview
 
Enterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsEnterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial Institutions
 
Enterprise Data World Webinar: A Strategic Approach to Data Quality
Enterprise Data World Webinar: A Strategic Approach to Data Quality Enterprise Data World Webinar: A Strategic Approach to Data Quality
Enterprise Data World Webinar: A Strategic Approach to Data Quality
 
Data Governance Maturity Model
Data Governance Maturity ModelData Governance Maturity Model
Data Governance Maturity Model
 
Balancing Data and Processes to Achieve Organizational Maturity
Balancing Data and Processes to Achieve Organizational MaturityBalancing Data and Processes to Achieve Organizational Maturity
Balancing Data and Processes to Achieve Organizational Maturity
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best Practice
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital Economy
 
Data-Ed Online: Data Management Maturity Model
Data-Ed Online: Data Management Maturity ModelData-Ed Online: Data Management Maturity Model
Data-Ed Online: Data Management Maturity Model
 
CDO Slides: Real World Data Strategy Success Stories
CDO Slides: Real World Data Strategy Success StoriesCDO Slides: Real World Data Strategy Success Stories
CDO Slides: Real World Data Strategy Success Stories
 
Sustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermSustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long Term
 
Change management success for data governance
Change management success for data governanceChange management success for data governance
Change management success for data governance
 
Data Insights and Analytics: The Importance of Effective Communications in An...
Data Insights and Analytics: The Importance of Effective Communications in An...Data Insights and Analytics: The Importance of Effective Communications in An...
Data Insights and Analytics: The Importance of Effective Communications in An...
 
My role as chief data officer
My role as chief data officerMy role as chief data officer
My role as chief data officer
 
EIM Presentation 2016
EIM Presentation 2016EIM Presentation 2016
EIM Presentation 2016
 
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...
Enterprise Data World Webinars: Master Data Management: Ensuring Value is Del...
 

Destaque

Enterprise Data Management Enables Unique Device Identification (UDI)
Enterprise Data Management Enables Unique Device Identification (UDI)Enterprise Data Management Enables Unique Device Identification (UDI)
Enterprise Data Management Enables Unique Device Identification (UDI)First San Francisco Partners
 
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...Ron Dolin
 
Five steps to launch your data governance office
Five steps to launch your data governance officeFive steps to launch your data governance office
Five steps to launch your data governance officeDATAVERSITY
 
Comprehending Information Technology Governance
Comprehending Information Technology GovernanceComprehending Information Technology Governance
Comprehending Information Technology GovernanceGoutama Bachtiar
 
Information Governance and technology
Information Governance and technologyInformation Governance and technology
Information Governance and technologyClaude Super
 
Whitepaper Practical Information Technology Governance
Whitepaper   Practical Information Technology GovernanceWhitepaper   Practical Information Technology Governance
Whitepaper Practical Information Technology GovernanceAlan McSweeney
 
Keys To Building A Winning Partner Enablement Strategy
Keys To Building A Winning Partner Enablement StrategyKeys To Building A Winning Partner Enablement Strategy
Keys To Building A Winning Partner Enablement Strategyhawkeye Channel
 

Destaque (7)

Enterprise Data Management Enables Unique Device Identification (UDI)
Enterprise Data Management Enables Unique Device Identification (UDI)Enterprise Data Management Enables Unique Device Identification (UDI)
Enterprise Data Management Enables Unique Device Identification (UDI)
 
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...
Feedback on Technology Governance, Strategy, and Funding Proposal: Executive ...
 
Five steps to launch your data governance office
Five steps to launch your data governance officeFive steps to launch your data governance office
Five steps to launch your data governance office
 
Comprehending Information Technology Governance
Comprehending Information Technology GovernanceComprehending Information Technology Governance
Comprehending Information Technology Governance
 
Information Governance and technology
Information Governance and technologyInformation Governance and technology
Information Governance and technology
 
Whitepaper Practical Information Technology Governance
Whitepaper   Practical Information Technology GovernanceWhitepaper   Practical Information Technology Governance
Whitepaper Practical Information Technology Governance
 
Keys To Building A Winning Partner Enablement Strategy
Keys To Building A Winning Partner Enablement StrategyKeys To Building A Winning Partner Enablement Strategy
Keys To Building A Winning Partner Enablement Strategy
 

Semelhante a Data Governance And Technology Enablement First San Francisco Partners 2009

Data Governance: Description, Design, Delivery
Data Governance: Description, Design, DeliveryData Governance: Description, Design, Delivery
Data Governance: Description, Design, DeliveryInnoTech
 
Mike2.0 Information Governance Overview
Mike2.0 Information Governance OverviewMike2.0 Information Governance Overview
Mike2.0 Information Governance Overviewsean.mcclowry
 
Data Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesData Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesDATAVERSITY
 
Data-Ed: Unlock Business Value through Data Governance
Data-Ed: Unlock Business Value through Data GovernanceData-Ed: Unlock Business Value through Data Governance
Data-Ed: Unlock Business Value through Data GovernanceData Blueprint
 
DataEd Online: Unlock Business Value through Data Governance
DataEd Online: Unlock Business Value through Data GovernanceDataEd Online: Unlock Business Value through Data Governance
DataEd Online: Unlock Business Value through Data GovernanceDATAVERSITY
 
Data Virtualization for Business Consumption (Australia)
Data Virtualization for Business Consumption (Australia)Data Virtualization for Business Consumption (Australia)
Data Virtualization for Business Consumption (Australia)Denodo
 
20100430 introduction to business objects data services
20100430 introduction to business objects data services20100430 introduction to business objects data services
20100430 introduction to business objects data servicesJunhyun Song
 
Information på agendaen
Information på agendaenInformation på agendaen
Information på agendaenIBM Danmark
 
EDWWS: Maximizing the Value of MDM with Data Governance
EDWWS: Maximizing the Value of MDM with Data GovernanceEDWWS: Maximizing the Value of MDM with Data Governance
EDWWS: Maximizing the Value of MDM with Data GovernanceDATAVERSITY
 
Akili Oil & Gas Data Practice - PPDM
Akili Oil & Gas Data Practice - PPDMAkili Oil & Gas Data Practice - PPDM
Akili Oil & Gas Data Practice - PPDMrnaramore
 
Data Governance for the Executive
Data Governance for the ExecutiveData Governance for the Executive
Data Governance for the ExecutiveDATAVERSITY
 
Bpr Process Modeling
Bpr Process ModelingBpr Process Modeling
Bpr Process Modelingrlynes
 
Removing silos
Removing silosRemoving silos
Removing silosYves Zieba
 
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 PresentationJames Chi
 
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMA
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMAOAUG 05-2009-MDM-1683-A Fiteni CPA, CMA
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMAAlex Fiteni
 
Manthan biim services and solutions
Manthan   biim services  and solutionsManthan   biim services  and solutions
Manthan biim services and solutionsJaikumar Karuppannan
 
Increasing Your Business Data and Analytics Maturity
Increasing Your Business Data and Analytics MaturityIncreasing Your Business Data and Analytics Maturity
Increasing Your Business Data and Analytics MaturityDATAVERSITY
 

Semelhante a Data Governance And Technology Enablement First San Francisco Partners 2009 (20)

Information builders gartner mdm - barcelona 2-7-2013
Information builders   gartner mdm - barcelona 2-7-2013Information builders   gartner mdm - barcelona 2-7-2013
Information builders gartner mdm - barcelona 2-7-2013
 
Data Governance: Description, Design, Delivery
Data Governance: Description, Design, DeliveryData Governance: Description, Design, Delivery
Data Governance: Description, Design, Delivery
 
Mike2.0 Information Governance Overview
Mike2.0 Information Governance OverviewMike2.0 Information Governance Overview
Mike2.0 Information Governance Overview
 
RungananW-DA&DG 201701 V2.0
RungananW-DA&DG 201701 V2.0RungananW-DA&DG 201701 V2.0
RungananW-DA&DG 201701 V2.0
 
Data Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesData Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and Synergies
 
Data-Ed: Unlock Business Value through Data Governance
Data-Ed: Unlock Business Value through Data GovernanceData-Ed: Unlock Business Value through Data Governance
Data-Ed: Unlock Business Value through Data Governance
 
DataEd Online: Unlock Business Value through Data Governance
DataEd Online: Unlock Business Value through Data GovernanceDataEd Online: Unlock Business Value through Data Governance
DataEd Online: Unlock Business Value through Data Governance
 
Data Virtualization for Business Consumption (Australia)
Data Virtualization for Business Consumption (Australia)Data Virtualization for Business Consumption (Australia)
Data Virtualization for Business Consumption (Australia)
 
20100430 introduction to business objects data services
20100430 introduction to business objects data services20100430 introduction to business objects data services
20100430 introduction to business objects data services
 
Information på agendaen
Information på agendaenInformation på agendaen
Information på agendaen
 
EDWWS: Maximizing the Value of MDM with Data Governance
EDWWS: Maximizing the Value of MDM with Data GovernanceEDWWS: Maximizing the Value of MDM with Data Governance
EDWWS: Maximizing the Value of MDM with Data Governance
 
Akili Oil & Gas Data Practice - PPDM
Akili Oil & Gas Data Practice - PPDMAkili Oil & Gas Data Practice - PPDM
Akili Oil & Gas Data Practice - PPDM
 
Data Governance for the Executive
Data Governance for the ExecutiveData Governance for the Executive
Data Governance for the Executive
 
Bpr Process Modeling
Bpr Process ModelingBpr Process Modeling
Bpr Process Modeling
 
Removing silos
Removing silosRemoving silos
Removing silos
 
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
 
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMA
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMAOAUG 05-2009-MDM-1683-A Fiteni CPA, CMA
OAUG 05-2009-MDM-1683-A Fiteni CPA, CMA
 
Manthan biim services and solutions
Manthan   biim services  and solutionsManthan   biim services  and solutions
Manthan biim services and solutions
 
Increasing Your Business Data and Analytics Maturity
Increasing Your Business Data and Analytics MaturityIncreasing Your Business Data and Analytics Maturity
Increasing Your Business Data and Analytics Maturity
 
Data Governance and Analytics
Data Governance and AnalyticsData Governance and Analytics
Data Governance and Analytics
 

Último

꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysismanisha194592
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023ymrp368
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 

Último (20)

꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 

Data Governance And Technology Enablement First San Francisco Partners 2009

  • 1. The First Step in Master Data Management Data Governance Overview Kelle O’Neal Managing Partner kelle@firstsanfranciscopartners.com
  • 2. Agenda •  What is Data Governance? •  Data Governance Components •  Ensuring Success pg 2
  • 3. [ What is Data Governance? ] pg 3
  • 4. Data Governance Data Governance is the organizing Communication framework for establishing strategy, objectives and policy for effectively managing corporate data. Data Standards Data and Strategy It consists of the processes, policies, Modeling organization and technologies required to manage and ensure the availability, usability, integrity, consistency, audit Data Policies and Processes ability and security of your data. A Data Governance Program consists of the inter-workings of strategy, standards, policies and communication. pg 4
  • 5. Why is Data Governance Important? •  Systems today are more challenging to manage •  Siloed projects lack view of the overall picture •  Traditional projects lack data management focus •  Data quality issues are hidden, persistent •  Data should not be an IT concern alone •  Data is a valuable Corporate Asset Data governance ensures the right people are involved in setting data standards, usage and integration across projects, subject areas and lines of business pg 5
  • 6. Common Goals of Data Governance •  Enable improved decision making •  Protect data stakeholders (business) needs •  Adopt common approaches to resolve data issues •  Build standard, repeatable processes •  Reduce cost and increase efficacy •  Ensure transparency •  Standardize data definitions Make Data a valuable Corporate Asset pg 6
  • 7. Data Governance Challenges •  Executive commitment •  Identifying data owners •  Master data definitions •  Enterprise-wide focus •  Accountability •  Building momentum •  Responding to changing business environments •  Fit with corporate culture pg 7
  • 8. Data Governance Benefits •  Increased Productivity •  Improved Compliance •  Increased Data auditability and transparency •  Reduced Costs •  Improved Customer Satisfaction •  Improved Employee Satisfaction •  Organizational Alignment •  Improved Trust and confidence in data pg 8
  • 9. Data Governance & Master Data Management An MDM initiative is an important component of a Data Governance strategy You can’t do MDM without Data Governance pg 9
  • 10. Comprehensive Data Governance Program Components •  Vision and Mission •  Training and Awareness •  Alignment with •  Mass – Wiki or Intranet Corporate Objectives •  Individual Updates •  Operating Model •  Pertinent, specific and •  Implementation Plan timely •  Maintain interest and commitment •  Flexibility to change •  Open and common standards •  Standardized methods •  End to End Data and data definitions security / lineage •  Controls •  Data Discovery, •  Metadata Management Cleanse, Match, Maintain •  Metadata Management •  Reporting •  Integration •  Arbiters and Escalation points •  Statistics and Analysis •  Stakeholders •  Tracking of progress •  Roles and Responsibilities •  Monitoring of issues •  Data Stewards •  Continuous Improvement •  Decision Rights •  Score-carding •  Accountability and Ownership pg 10
  • 11. Comprehensive Data Governance Program Components STRATEGY •  Vision and Mission •  Alignment with Corporate Objectives •  Operating Model •  Implementation Plan pg 11
  • 12. Hybrid Data Governance Operating Model Client and Account Data Data Governance Steering Group Governance Business Sponsor Data Governance Leads Group Chair Risk/ Compliance International Finance IT Operations Management Office of Data Governance Data Governance Leads: Business and IT Project Manager Data Governance Working Committee Data Governance Leads Group Chair Placeholder to create SME Privacy SME Trust SME Basel SME Risk SME Banking SME IT SME SME Operations Brokerage Execution This is not an organization chart pg 12
  • 13. Operating Model Beyond Client and Account Data Data Governance Business Sponsors Governance Team Client & Account Asset/Product Employee Data Governance Data Governance Data Governance Steering Group Steering Group Steering Group Data Governance Sponsor Data Governance Sponsor Data Governance Sponsor Group Chair Group Chair Group Chair Management Office of Data Governance Office of Data Governance Office of Data Governance Business and IT Business and IT Business and IT Data Governance Data Governance Data Governance Working Committee Working Committee Working Committee Execution Execution Execution pg 13
  • 14. Comprehensive Data Governance Program Components TECHNOLOGY •  Data discovery, cleanse, match, maintain •  Metadata management •  Reporting •  Integration •  Flexibility to change •  Open,common standards •  End to End data security pg 14
  • 15. Data Governance & Technology Together Governance Technology Standardized Methods Discovery and Profiling and Data Definitions Provide Guidance Cleansing Roles and Duplicate Detection Responsibilities Create & Enforce Policies Data Maintenance and Decision Rights Management Track Progress Measurement and Arbiters and Escalation Monitoring Statistics |Analysis | Provide Feedback Data Sharing Monitoring pg 15
  • 16. Ensuring Success •  Operating Model fits the organization •  Align technology approach and business goals •  Support process with targeted metrics, measurement and monitoring •  Technology to support collaboration and communication •  Executive Sponsorship •  Cross-functional commitment and involvement pg 16
  • 17. [ Questions? ] pg 17