SlideShare une entreprise Scribd logo

Rob Karel - Ensuring The Value Of Your Trusted Data - Data Quality Summit 2008

•
•
DataValueTalk
DataValueTalk
BusinessTechnologie
1  sur  32
 
Ensuring The Value Of Your Trusted Data Rob Karel Principal Analyst Forrester Research November 14, 2008
Agenda ,[object Object],[object Object],[object Object],[object Object]
What is “Trusted Data”? ,[object Object]
Master Data Management (MDM) defined ,[object Object],[object Object],[object Object],MDM is not a technology space; it is a business capability enabled through the integration of multiple technologies and business processes. Source: Forrester Research, Inc.
MDM emerges as a key technology initiative January 2008 “The State Of Enterprise Software Adoption: 2007 To 2008”
An MDM Ecosystem requires an effective delivery system – with DQ at its core April 2008 “How To Make MDM And SOA Better Together”
Consider the complete Information Supply Chain when assessing data quality May 2008 “Trends 2008: Master Data Management”
Use the MDM maturity model to gauge your readiness May 2008 “Trends 2008: Master Data Management”
Data governance is critical path to ensure success of your trusted data initiative ,[object Object]
Adopt an enterprise data governance framework that best matches your corporate culture September 2007 “Data Governance: What Works And What Doesn’t”
Agenda ,[object Object],[object Object],[object Object],[object Object]
Data quality and MDM initiatives offer compelling drivers Source: Upcoming “The ROI Of Master Data Management” Forrester report
Four categories of business drivers for trusted data May 2008 “Building The Business Case For Master Data Management”
Without a business case, MDM and DQ will deliver below expectations ,[object Object],[object Object],[object Object],[object Object]
Focus by building a Trusted Data Business Technology Value Plan May 2008 “Building The Business Case For Master Data Management”
"It took me three years and millions of dollars to recognize that data management is an enabler supporting the business, but [it] does not in and of itself reduce costs or deliver revenue." VP of data management for large global technology firm Welcome to the trusted data business case crossroads
Welcome to the trusted data business case crossroads Problem: There’s no funding without a business case. It’s too hard to build a top-down business case for the whole enterprise. Solution: Define your business case from the bottom up; start with an LOB or function-specific need and evolve to cross-enterprise deployment.
Agenda ,[object Object],[object Object],[object Object],[object Object]
Bottom-up valuation is the key to gaining momentum ,[object Object],[object Object],[object Object],[object Object],Scoping and prioritization based on business processes most critically affected by poor data quality is the key to defining your business case for trusted data.
Four questions for business stakeholders to identify target processes July 2008 “A Truism For Trusted Data: Think Big, Start Small”
When justifying trusted data, the squeaky wheel should get the grease ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Call Center cost savings calculation (Example) July 2008 “A Truism For Trusted Data: Think Big, Start Small”
Direct Marketing cost savings calculation (Example) July 2008 “A Truism For Trusted Data: Think Big, Start Small”
What to measure to ensure business confidence ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Case Studies - Premier
Case Studies – Consumer Electronics Giant
Agenda ,[object Object],[object Object],[object Object],[object Object]
Confusion reigns supreme in the MDM marketplace ,[object Object]
Recommendations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you ,[object Object],[object Object],[object Object],[object Object]
Selected Forrester research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recommandé

Align Business Data & Analytics for Digital Transformation
Align Business Data & Analytics for Digital TransformationAlign Business Data & Analytics for Digital Transformation
Align Business Data & Analytics for Digital TransformationPerficient, Inc.
 
Mdm introduction
Mdm introductionMdm introduction
Mdm introductionNagesh Slj
 
10 Worst Practices in Master Data Management
10 Worst Practices in Master Data Management10 Worst Practices in Master Data Management
10 Worst Practices in Master Data Managementibi
 
Impact of BIG Data on MDM
Impact of BIG Data on MDMImpact of BIG Data on MDM
Impact of BIG Data on MDMSubhendu Dey
 
Creating an Effective MDM Strategy for Salesforce
Creating an Effective MDM Strategy for SalesforceCreating an Effective MDM Strategy for Salesforce
Creating an Effective MDM Strategy for SalesforcePerficient, Inc.
 
Credit Suisse: Multi-Domain Enterprise Reference Data
Credit Suisse: Multi-Domain Enterprise Reference DataCredit Suisse: Multi-Domain Enterprise Reference Data
Credit Suisse: Multi-Domain Enterprise Reference DataOrchestra Networks
 
Sound Data Quality for CRM
Sound Data Quality for CRMSound Data Quality for CRM
Sound Data Quality for CRMDivya Malik
 
Creating a Business Case for Big Data
Creating a Business Case for Big DataCreating a Business Case for Big Data
Creating a Business Case for Big DataPerficient, Inc.
 

Recommandé

Align Business Data & Analytics for Digital Transformation
Align Business Data & Analytics for Digital TransformationAlign Business Data & Analytics for Digital Transformation
Align Business Data & Analytics for Digital TransformationPerficient, Inc.
 
Mdm introduction
Mdm introductionMdm introduction
Mdm introductionNagesh Slj
 
10 Worst Practices in Master Data Management
10 Worst Practices in Master Data Management10 Worst Practices in Master Data Management
10 Worst Practices in Master Data Managementibi
 
Impact of BIG Data on MDM
Impact of BIG Data on MDMImpact of BIG Data on MDM
Impact of BIG Data on MDMSubhendu Dey
 
Creating an Effective MDM Strategy for Salesforce
Creating an Effective MDM Strategy for SalesforceCreating an Effective MDM Strategy for Salesforce
Creating an Effective MDM Strategy for SalesforcePerficient, Inc.
 
Credit Suisse: Multi-Domain Enterprise Reference Data
Credit Suisse: Multi-Domain Enterprise Reference DataCredit Suisse: Multi-Domain Enterprise Reference Data
Credit Suisse: Multi-Domain Enterprise Reference DataOrchestra Networks
 
Sound Data Quality for CRM
Sound Data Quality for CRMSound Data Quality for CRM
Sound Data Quality for CRMDivya Malik
 
Creating a Business Case for Big Data
Creating a Business Case for Big DataCreating a Business Case for Big Data
Creating a Business Case for Big DataPerficient, Inc.
 
Kickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in DataKickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in DataPrecisely
 
CDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and TrendsCDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and TrendsJeffrey T. Pollock
 
Create a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial ServicesCreate a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial ServicesPerficient, Inc.
 
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...emagia
 
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017Vuzion
 
MLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into ProductionMLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into ProductionMichael Pearce
 
Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...Mark Hewitt
 
Reference master data management
Reference master data managementReference master data management
Reference master data managementDr. Hamdan Al-Sabri
 
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...Lui Sieh
 
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...IMARC Group
 
Teleran Briefing July 2014
Teleran Briefing July 2014Teleran Briefing July 2014
Teleran Briefing July 2014Howard Meadow
 
What is a Demand Signal Repository?
What is a Demand Signal Repository?What is a Demand Signal Repository?
What is a Demand Signal Repository?Relational Solutions a Mindtree Company
 
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...Christopher Bradley
 
Extend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content NavigatorExtend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content NavigatorPerficient, Inc.
 
Customer Data Management
Customer Data ManagementCustomer Data Management
Customer Data ManagementBoris Otto
 
Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)Maria Pulsoni-Cicio
 
Data Quality Management
Data Quality ManagementData Quality Management
Data Quality ManagementMelissa Data India
 
360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for you360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for youHeimo Hänninen
 
Expanding Trust in Data
Expanding Trust in DataExpanding Trust in Data
Expanding Trust in DataPrecisely
 
Salesforce Master Data Management Webinar
Salesforce Master Data Management WebinarSalesforce Master Data Management Webinar
Salesforce Master Data Management WebinarRajeev Kumar
 
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance ValuationMicropole Group
 
Wi-Fi -3GPP LTE in HetNets
Wi-Fi -3GPP LTE in HetNetsWi-Fi -3GPP LTE in HetNets
Wi-Fi -3GPP LTE in HetNetsDennis J. Savoie PMP* - AVS - 6σ Yellow Belt
 

Contenu connexe

Tendances

Kickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in DataKickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in DataPrecisely
 
CDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and TrendsCDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and TrendsJeffrey T. Pollock
 
Create a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial ServicesCreate a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial ServicesPerficient, Inc.
 
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...emagia
 
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017Vuzion
 
MLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into ProductionMLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into ProductionMichael Pearce
 
Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...Mark Hewitt
 
Reference master data management
Reference master data managementReference master data management
Reference master data managementDr. Hamdan Al-Sabri
 
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...Lui Sieh
 
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...IMARC Group
 
Teleran Briefing July 2014
Teleran Briefing July 2014Teleran Briefing July 2014
Teleran Briefing July 2014Howard Meadow
 
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...Christopher Bradley
 
Extend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content NavigatorExtend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content NavigatorPerficient, Inc.
 
Customer Data Management
Customer Data ManagementCustomer Data Management
Customer Data ManagementBoris Otto
 
Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)Maria Pulsoni-Cicio
 
360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for you360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for youHeimo Hänninen
 
Expanding Trust in Data
Expanding Trust in DataExpanding Trust in Data
Expanding Trust in DataPrecisely
 
Salesforce Master Data Management Webinar
Salesforce Master Data Management WebinarSalesforce Master Data Management Webinar
Salesforce Master Data Management WebinarRajeev Kumar
 

Tendances (20)

Kickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in DataKickstart a Data Quality Strategy to Build Trust in Data
Kickstart a Data Quality Strategy to Build Trust in Data
 
CDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and TrendsCDO - Chief Data Officer Momentum and Trends
CDO - Chief Data Officer Momentum and Trends
 
Create a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial ServicesCreate a 'Customer 360' with Master Data Management for Financial Services
Create a 'Customer 360' with Master Data Management for Financial Services
 
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
Emagia Master Class 3 | Integrated Order-to-Cash (OTC) Transformation for Glo...
 
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
Vuzion Inspired Event - Highlights from Microsoft Inspire 2017
 
MLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into ProductionMLOps - Getting Machine Learning Into Production
MLOps - Getting Machine Learning Into Production
 
Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...Building an Effective Data & Analytics Operating Model A Data Modernization G...
Building an Effective Data & Analytics Operating Model A Data Modernization G...
 
Reference master data management
Reference master data managementReference master data management
Reference master data management
 
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
Pursuing Versatile IT Architecture to Effectively Respond to Economic Expansi...
 
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
Data Quality Tools Market PPT 2021-26 | Enhancing Huge Growth and Latest Tren...
 
Teleran Briefing July 2014
Teleran Briefing July 2014Teleran Briefing July 2014
Teleran Briefing July 2014
 
What is a Demand Signal Repository?
What is a Demand Signal Repository?What is a Demand Signal Repository?
What is a Demand Signal Repository?
 
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...
 
Extend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content NavigatorExtend IBM Enterprise Content Management Solutions with Content Navigator
Extend IBM Enterprise Content Management Solutions with Content Navigator
 
Customer Data Management
Customer Data ManagementCustomer Data Management
Customer Data Management
 
Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)Master data management executive mdm buy in business case (2)
Master data management executive mdm buy in business case (2)
 
Data Quality Management
Data Quality ManagementData Quality Management
Data Quality Management
 
360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for you360 metadata - crucial for digital marketing - framework for you
360 metadata - crucial for digital marketing - framework for you
 
Expanding Trust in Data
Expanding Trust in DataExpanding Trust in Data
Expanding Trust in Data
 
Salesforce Master Data Management Webinar
Salesforce Master Data Management WebinarSalesforce Master Data Management Webinar
Salesforce Master Data Management Webinar
 

En vedette

DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance ValuationMicropole Group
 
Sky rocket your financial knowledge success!
Sky rocket your financial knowledge success!Sky rocket your financial knowledge success!
Sky rocket your financial knowledge success!Michael Barker
 
Digital Cellular Network Technology
Digital Cellular Network TechnologyDigital Cellular Network Technology
Digital Cellular Network TechnologyDawood Aqlan
 
Cellular network
Cellular networkCellular network
Cellular networkshreb
 
150 Tips Tricks and Ideas for Personal Branding
150 Tips Tricks and Ideas for Personal Branding150 Tips Tricks and Ideas for Personal Branding
150 Tips Tricks and Ideas for Personal BrandingKyle Lacy
 
Designing Teams for Emerging Challenges
Designing Teams for Emerging ChallengesDesigning Teams for Emerging Challenges
Designing Teams for Emerging ChallengesAaron Irizarry
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheLeslie Samuel
 

En vedette (9)

DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
DATA FORUM MICROPOLE 2015 - Forrester - Data Gouvernance Valuation
 
Wi-Fi -3GPP LTE in HetNets
Wi-Fi -3GPP LTE in HetNetsWi-Fi -3GPP LTE in HetNets
Wi-Fi -3GPP LTE in HetNets
 
Accenture Technology Vision 2012
Accenture Technology Vision 2012Accenture Technology Vision 2012
Accenture Technology Vision 2012
 
Sky rocket your financial knowledge success!
Sky rocket your financial knowledge success!Sky rocket your financial knowledge success!
Sky rocket your financial knowledge success!
 
Digital Cellular Network Technology
Digital Cellular Network TechnologyDigital Cellular Network Technology
Digital Cellular Network Technology
 
Cellular network
Cellular networkCellular network
Cellular network
 
150 Tips Tricks and Ideas for Personal Branding
150 Tips Tricks and Ideas for Personal Branding150 Tips Tricks and Ideas for Personal Branding
150 Tips Tricks and Ideas for Personal Branding
 
Designing Teams for Emerging Challenges
Designing Teams for Emerging ChallengesDesigning Teams for Emerging Challenges
Designing Teams for Emerging Challenges
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your Niche
 

Similaire à Rob Karel - Ensuring The Value Of Your Trusted Data - Data Quality Summit 2008

Enterprise-Level Preparation for Master Data Management.pdf
Enterprise-Level Preparation for Master Data Management.pdfEnterprise-Level Preparation for Master Data Management.pdf
Enterprise-Level Preparation for Master Data Management.pdfAmeliaWong21
 
Effective master data management
Effective master data managementEffective master data management
Effective master data managementIsmail Vurel
 
Adopting a Process-Driven Approach to Master Data Management
Adopting a Process-Driven Approach to Master Data ManagementAdopting a Process-Driven Approach to Master Data Management
Adopting a Process-Driven Approach to Master Data ManagementSoftware AG
 
Leading enterprise-scale big data business outcomes
Leading enterprise-scale big data business outcomesLeading enterprise-scale big data business outcomes
Leading enterprise-scale big data business outcomesGuy Pearce
 
Is Your Agency Data Challenged?
Is Your Agency Data Challenged?Is Your Agency Data Challenged?
Is Your Agency Data Challenged?DLT Solutions
 
Data Governance a Business Value Driven Approach
Data Governance a Business Value Driven ApproachData Governance a Business Value Driven Approach
Data Governance a Business Value Driven ApproachTridant
 
Fuel your Data-Driven Ambitions with Data Governance
Fuel your Data-Driven Ambitions with Data GovernanceFuel your Data-Driven Ambitions with Data Governance
Fuel your Data-Driven Ambitions with Data GovernancePedro Martins
 
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 ManagementRay Bachert
 
Is Your Data Ready to Drive Your Company's Future?
Is Your Data Ready to Drive Your Company's Future?Is Your Data Ready to Drive Your Company's Future?
Is Your Data Ready to Drive Your Company's Future?Edgewater
 
data-analytics-strategy-ebook.pptx
data-analytics-strategy-ebook.pptxdata-analytics-strategy-ebook.pptx
data-analytics-strategy-ebook.pptxMohamedHendawy17
 
D&B Whitepaper The Big Payback On Data Quality
D&B Whitepaper The Big Payback On Data QualityD&B Whitepaper The Big Payback On Data Quality
D&B Whitepaper The Big Payback On Data QualityRebecca Croucher
 
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Grid Dynamics
 
Cost of Poor Data Quality
Cost of Poor Data QualityCost of Poor Data Quality
Cost of Poor Data QualityJatin Parmar
 
Sovling data and governance august 2019
Sovling data and governance august 2019Sovling data and governance august 2019
Sovling data and governance august 2019tjabali
 
Enterprise Business Intelligence From Erp Systems V3
Enterprise Business Intelligence From Erp Systems V3Enterprise Business Intelligence From Erp Systems V3
Enterprise Business Intelligence From Erp Systems V3guest3be51a
 
SDM Presentation V1.0
SDM Presentation V1.0SDM Presentation V1.0
SDM Presentation V1.0KirSinc
 

Similaire à Rob Karel - Ensuring The Value Of Your Trusted Data - Data Quality Summit 2008 (20)

Enterprise-Level Preparation for Master Data Management.pdf
Enterprise-Level Preparation for Master Data Management.pdfEnterprise-Level Preparation for Master Data Management.pdf
Enterprise-Level Preparation for Master Data Management.pdf
 
Effective master data management
Effective master data managementEffective master data management
Effective master data management
 
Adopting a Process-Driven Approach to Master Data Management
Adopting a Process-Driven Approach to Master Data ManagementAdopting a Process-Driven Approach to Master Data Management
Adopting a Process-Driven Approach to Master Data Management
 
Best Practices in MDM, OAUG COLLABORATE 09
Best Practices in MDM, OAUG COLLABORATE 09Best Practices in MDM, OAUG COLLABORATE 09
Best Practices in MDM, OAUG COLLABORATE 09
 
Leading enterprise-scale big data business outcomes
Leading enterprise-scale big data business outcomesLeading enterprise-scale big data business outcomes
Leading enterprise-scale big data business outcomes
 
Data Management
Data ManagementData Management
Data Management
 
Is Your Agency Data Challenged?
Is Your Agency Data Challenged?Is Your Agency Data Challenged?
Is Your Agency Data Challenged?
 
Best Practices in MDM, Oracle OpenWorld 2009
Best Practices in MDM, Oracle OpenWorld 2009Best Practices in MDM, Oracle OpenWorld 2009
Best Practices in MDM, Oracle OpenWorld 2009
 
Data Governance a Business Value Driven Approach
Data Governance a Business Value Driven ApproachData Governance a Business Value Driven Approach
Data Governance a Business Value Driven Approach
 
Fuel your Data-Driven Ambitions with Data Governance
Fuel your Data-Driven Ambitions with Data GovernanceFuel your Data-Driven Ambitions with Data Governance
Fuel your Data-Driven Ambitions with Data Governance
 
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
 
Is Your Data Ready to Drive Your Company's Future?
Is Your Data Ready to Drive Your Company's Future?Is Your Data Ready to Drive Your Company's Future?
Is Your Data Ready to Drive Your Company's Future?
 
data-analytics-strategy-ebook.pptx
data-analytics-strategy-ebook.pptxdata-analytics-strategy-ebook.pptx
data-analytics-strategy-ebook.pptx
 
D&B Whitepaper The Big Payback On Data Quality
D&B Whitepaper The Big Payback On Data QualityD&B Whitepaper The Big Payback On Data Quality
D&B Whitepaper The Big Payback On Data Quality
 
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
 
Cost of Poor Data Quality
Cost of Poor Data QualityCost of Poor Data Quality
Cost of Poor Data Quality
 
Sovling data and governance august 2019
Sovling data and governance august 2019Sovling data and governance august 2019
Sovling data and governance august 2019
 
Enterprise Business Intelligence From Erp Systems V3
Enterprise Business Intelligence From Erp Systems V3Enterprise Business Intelligence From Erp Systems V3
Enterprise Business Intelligence From Erp Systems V3
 
Data Management Strategy
Data Management StrategyData Management Strategy
Data Management Strategy
 
SDM Presentation V1.0
SDM Presentation V1.0SDM Presentation V1.0
SDM Presentation V1.0
 

Plus de DataValueTalk

What is the price of bad customer data?
What is the price of bad customer data?What is the price of bad customer data?
What is the price of bad customer data?DataValueTalk
 
Inside the Data Fortress
Inside the Data FortressInside the Data Fortress
Inside the Data FortressDataValueTalk
 
Is uw klant een risico?
Is uw klant een risico?Is uw klant een risico?
Is uw klant een risico?DataValueTalk
 
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human InferenceDataValueTalk
 
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...DataValueTalk
 
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias KlierDataValueTalk
 
Begrüßung durch Frank Thomas/Human Inferfence
Begrüßung durch Frank Thomas/Human InferfenceBegrüßung durch Frank Thomas/Human Inferfence
Begrüßung durch Frank Thomas/Human InferfenceDataValueTalk
 
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'DataValueTalk
 
Presentation Mark Humphries/Essent evu.it-Business Brekafast
Presentation Mark Humphries/Essent evu.it-Business BrekafastPresentation Mark Humphries/Essent evu.it-Business Brekafast
Presentation Mark Humphries/Essent evu.it-Business BrekafastDataValueTalk
 
Do you know more about your customer after the migration?
Do you know more about your customer after the migration?Do you know more about your customer after the migration?
Do you know more about your customer after the migration?DataValueTalk
 
Ddma presentatie 14 mei
Ddma presentatie 14 meiDdma presentatie 14 mei
Ddma presentatie 14 meiDataValueTalk
 
Het Bel-me-niet register 14 mei 2009
Het Bel-me-niet register 14 mei 2009Het Bel-me-niet register 14 mei 2009
Het Bel-me-niet register 14 mei 2009DataValueTalk
 
What do I know about my customers?
What do I know about my customers?What do I know about my customers?
What do I know about my customers?DataValueTalk
 
Geen Relatie Zonder Juiste Klantgegevens
Geen Relatie Zonder Juiste KlantgegevensGeen Relatie Zonder Juiste Klantgegevens
Geen Relatie Zonder Juiste KlantgegevensDataValueTalk
 
Van je klant moet je 't hebben...
Van je klant moet je 't hebben...Van je klant moet je 't hebben...
Van je klant moet je 't hebben...DataValueTalk
 
Wat Weet Ik Van Mijn Klant Na De Integratie - Capgemini
Wat Weet Ik Van Mijn Klant Na De Integratie - CapgeminiWat Weet Ik Van Mijn Klant Na De Integratie - Capgemini
Wat Weet Ik Van Mijn Klant Na De Integratie - CapgeminiDataValueTalk
 
Wat Weet Ik Van Mijn Klant Na De Integratie - Human Inference
Wat Weet Ik Van Mijn Klant Na De Integratie - Human InferenceWat Weet Ik Van Mijn Klant Na De Integratie - Human Inference
Wat Weet Ik Van Mijn Klant Na De Integratie - Human InferenceDataValueTalk
 

Plus de DataValueTalk (20)

Bad customer data?
Bad customer data?Bad customer data?
Bad customer data?
 
What is the price of bad customer data?
What is the price of bad customer data?What is the price of bad customer data?
What is the price of bad customer data?
 
Inside the Data Fortress
Inside the Data FortressInside the Data Fortress
Inside the Data Fortress
 
Is uw klant een risico?
Is uw klant een risico?Is uw klant een risico?
Is uw klant een risico?
 
Ken uw klant
Ken uw klantKen uw klant
Ken uw klant
 
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference
‘Fehler vorprogrammiert’ Paul Tours, Senior Consultant/Human Inference
 
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...
’Klare Sicht auf Ihre Kunden - Erfolgsfaktor korrekter Kundendaten!” Klaus Sc...
 
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier
‘Metriken für ein ROI-basiertes Datenqualitätsmanagement’ Dr. Mathias Klier
 
Begrüßung durch Frank Thomas/Human Inferfence
Begrüßung durch Frank Thomas/Human InferfenceBegrüßung durch Frank Thomas/Human Inferfence
Begrüßung durch Frank Thomas/Human Inferfence
 
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'
Presentation Holger Wandt/HI 'Vom Zählerdenken zum Kundendenken'
 
Presentation Mark Humphries/Essent evu.it-Business Brekafast
Presentation Mark Humphries/Essent evu.it-Business BrekafastPresentation Mark Humphries/Essent evu.it-Business Brekafast
Presentation Mark Humphries/Essent evu.it-Business Brekafast
 
Do you know more about your customer after the migration?
Do you know more about your customer after the migration?Do you know more about your customer after the migration?
Do you know more about your customer after the migration?
 
Ddma presentatie 14 mei
Ddma presentatie 14 meiDdma presentatie 14 mei
Ddma presentatie 14 mei
 
Het Bel-me-niet register 14 mei 2009
Het Bel-me-niet register 14 mei 2009Het Bel-me-niet register 14 mei 2009
Het Bel-me-niet register 14 mei 2009
 
Digital Revolution
Digital RevolutionDigital Revolution
Digital Revolution
 
What do I know about my customers?
What do I know about my customers?What do I know about my customers?
What do I know about my customers?
 
Geen Relatie Zonder Juiste Klantgegevens
Geen Relatie Zonder Juiste KlantgegevensGeen Relatie Zonder Juiste Klantgegevens
Geen Relatie Zonder Juiste Klantgegevens
 
Van je klant moet je 't hebben...
Van je klant moet je 't hebben...Van je klant moet je 't hebben...
Van je klant moet je 't hebben...
 
Wat Weet Ik Van Mijn Klant Na De Integratie - Capgemini
Wat Weet Ik Van Mijn Klant Na De Integratie - CapgeminiWat Weet Ik Van Mijn Klant Na De Integratie - Capgemini
Wat Weet Ik Van Mijn Klant Na De Integratie - Capgemini
 
Wat Weet Ik Van Mijn Klant Na De Integratie - Human Inference
Wat Weet Ik Van Mijn Klant Na De Integratie - Human InferenceWat Weet Ik Van Mijn Klant Na De Integratie - Human Inference
Wat Weet Ik Van Mijn Klant Na De Integratie - Human Inference
 

Dernier

Pre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxPre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxRoofing Contractor
 
PHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPanhandleOilandGas
 
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...ssuserf63bd7
 
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 CytotecZurliaSoop
 
CROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NSCROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NSpanmisemningshen123
 
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 investorsFalcon Invoice Discounting
 
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...joint cost.pptx COST ACCOUNTING Sixteenth Edition ...
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...NadhimTaha
 
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDINGParadip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDINGpr788182
 
Over the Top (OTT) Market Size & Growth Outlook 2024-2030
Over the Top (OTT) Market Size & Growth Outlook 2024-2030Over the Top (OTT) Market Size & Growth Outlook 2024-2030
Over the Top (OTT) Market Size & Growth Outlook 2024-2030tarushabhavsar
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1kcpayne
 
BeMetals Investor Presentation_May 3, 2024.pdf
BeMetals Investor Presentation_May 3, 2024.pdfBeMetals Investor Presentation_May 3, 2024.pdf
BeMetals Investor Presentation_May 3, 2024.pdfDerekIwanaka1
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizharallensay1
 
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai KuwaitThe Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwaitdaisycvs
 
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdf
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdfTVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdf
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdfbelieveminhh
 
Power point presentation on enterprise performance management
Power point presentation on enterprise performance managementPower point presentation on enterprise performance management
Power point presentation on enterprise performance managementVaishnaviGunji
 
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Falcon Invoice Discounting
 
Falcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business PotentialFalcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business PotentialFalcon investment
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
New 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck TemplateNew 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck TemplateCannaBusinessPlans
 

Dernier (20)

Pre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptxPre Engineered Building Manufacturers Hyderabad.pptx
Pre Engineered Building Manufacturers Hyderabad.pptx
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
PHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation Final
 
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
Horngren’s Cost Accounting A Managerial Emphasis, Canadian 9th edition soluti...
 
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
 
CROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NSCROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NS
 
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
 
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...joint cost.pptx COST ACCOUNTING Sixteenth Edition ...
joint cost.pptx COST ACCOUNTING Sixteenth Edition ...
 
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDINGParadip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Paradip CALL GIRL❤7091819311❤CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
 
Over the Top (OTT) Market Size & Growth Outlook 2024-2030
Over the Top (OTT) Market Size & Growth Outlook 2024-2030Over the Top (OTT) Market Size & Growth Outlook 2024-2030
Over the Top (OTT) Market Size & Growth Outlook 2024-2030
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 
BeMetals Investor Presentation_May 3, 2024.pdf
BeMetals Investor Presentation_May 3, 2024.pdfBeMetals Investor Presentation_May 3, 2024.pdf
BeMetals Investor Presentation_May 3, 2024.pdf
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
 
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai KuwaitThe Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
 
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdf
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdfTVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdf
TVB_The Vietnam Believer Newsletter_May 6th, 2024_ENVol. 006.pdf
 
Power point presentation on enterprise performance management
Power point presentation on enterprise performance managementPower point presentation on enterprise performance management
Power point presentation on enterprise performance management
 
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
Unveiling Falcon Invoice Discounting: Leading the Way as India's Premier Bill...
 
Falcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business PotentialFalcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business Potential
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
New 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck TemplateNew 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck Template
 

Rob Karel - Ensuring The Value Of Your Trusted Data - Data Quality Summit 2008

  • 1.  
  • 2. Ensuring The Value Of Your Trusted Data Rob Karel Principal Analyst Forrester Research November 14, 2008
  • 3.
  • 4.
  • 5.
  • 6. MDM emerges as a key technology initiative January 2008 “The State Of Enterprise Software Adoption: 2007 To 2008”
  • 7. An MDM Ecosystem requires an effective delivery system – with DQ at its core April 2008 “How To Make MDM And SOA Better Together”
  • 8. Consider the complete Information Supply Chain when assessing data quality May 2008 “Trends 2008: Master Data Management”
  • 9. Use the MDM maturity model to gauge your readiness May 2008 “Trends 2008: Master Data Management”
  • 10.
  • 11. Adopt an enterprise data governance framework that best matches your corporate culture September 2007 “Data Governance: What Works And What Doesn’t”
  • 12.
  • 13. Data quality and MDM initiatives offer compelling drivers Source: Upcoming “The ROI Of Master Data Management” Forrester report
  • 14. Four categories of business drivers for trusted data May 2008 “Building The Business Case For Master Data Management”
  • 15.
  • 16. Focus by building a Trusted Data Business Technology Value Plan May 2008 “Building The Business Case For Master Data Management”
  • 17. "It took me three years and millions of dollars to recognize that data management is an enabler supporting the business, but [it] does not in and of itself reduce costs or deliver revenue." VP of data management for large global technology firm Welcome to the trusted data business case crossroads
  • 18. Welcome to the trusted data business case crossroads Problem: There’s no funding without a business case. It’s too hard to build a top-down business case for the whole enterprise. Solution: Define your business case from the bottom up; start with an LOB or function-specific need and evolve to cross-enterprise deployment.
  • 19.
  • 20.
  • 21. Four questions for business stakeholders to identify target processes July 2008 “A Truism For Trusted Data: Think Big, Start Small”
  • 22.
  • 23. Call Center cost savings calculation (Example) July 2008 “A Truism For Trusted Data: Think Big, Start Small”
  • 24. Direct Marketing cost savings calculation (Example) July 2008 “A Truism For Trusted Data: Think Big, Start Small”
  • 25.
  • 26. Case Studies - Premier
  • 27. Case Studies – Consumer Electronics Giant
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.