SlideShare ist ein Scribd-Unternehmen logo
1 von 14
How to keep your data quality in top shape Hubert Lissens & Frank Yseboot ING BELGIUM
ING: a financial group present worldwide 120,000 employees  in more than 50 countries
Organisational structure ING Retail Wholesale OIB Support Payments Customer Data Channels Lending
Vertical Customer Data Customer Data Solution Delivery Service Delivery Requirement Mgt Delivery Team Operations team SPM
What where the challenges ? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An 80’s-ish statement… IT people look like they are coming from Mars  and we think they should stay there (Peter Hinsen)
Our approach : a joint venture  Step 1 : an intensive collaboration between Operations and IT    to define roles & responsabilities Step 2 : involvement of business for sponsoring and   committment Step 3 : creation of Customer Domain and dedicated value    chain
Our approach : the basics Install a service-based environment, using a solid and reliable IT-architecture Define one single source of truth for party-related data ( customers, prospects, suppliers : in short every entity dealing with ING Belgium) Insure high quality data input using business rules to prevent pollution and 4-eyes principle for sensitive data update  Stress the importance for keeping data up-to-date by all end-users
ING Belgium IT Architecture Party Information Management CSI Party Referential Services TACSY Application bus ... ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Marketing & Sales Support Services Internet ING Contact Center Self’Bank ,[object Object],[object Object],[object Object],Channel Services Generic Production Services Account Management PAN/OAM ....... Claim handling Domestic Payments AIP/OVI/TMG ... FX / Moneymarkets Savings Mortgages Securities ,[object Object],[object Object],[object Object],[object Object],[object Object],Product Processing Services Risk Management Services Credit Risk Acturarial Risk Liquidity Risk ..... Finance Human Resources Facilities ..... Staff & Support Services
High quality data input and coherence check ,[object Object],[object Object],[object Object]
New challenges in 2008 ,[object Object],[object Object],[object Object]
New challenges in 2008 ,[object Object],[object Object]
Must do’s to keep your DQ up-to-date ? ,[object Object],[object Object],[object Object]
Who is Ronaldinho ?

Weitere ähnliche Inhalte

Was ist angesagt?

How Procurement Digitalization is Creating Value in the Construction Industry
 How Procurement Digitalization is Creating Value in the Construction Industry How Procurement Digitalization is Creating Value in the Construction Industry
How Procurement Digitalization is Creating Value in the Construction IndustryOpusCapita
 
Source to Pay - Seeing is believing
Source to Pay - Seeing is believingSource to Pay - Seeing is believing
Source to Pay - Seeing is believingOpusCapita
 
How to Manage E-invoicing Globally: The DHL Story
How to Manage E-invoicing Globally: The DHL Story  How to Manage E-invoicing Globally: The DHL Story
How to Manage E-invoicing Globally: The DHL Story Tradeshift
 
SEB IT Purchasing Success Story
SEB IT Purchasing Success StorySEB IT Purchasing Success Story
SEB IT Purchasing Success StoryMarkit
 
DS casestudy_city_box_a4_emea
DS casestudy_city_box_a4_emeaDS casestudy_city_box_a4_emea
DS casestudy_city_box_a4_emeaRory Heath
 
451 Research - Growing Influence
451 Research - Growing Influence451 Research - Growing Influence
451 Research - Growing InfluenceBill Paugh
 
Global eInvoicing – Success Through Breakthrough Supplier Enablement
Global eInvoicing – Success Through Breakthrough Supplier EnablementGlobal eInvoicing – Success Through Breakthrough Supplier Enablement
Global eInvoicing – Success Through Breakthrough Supplier EnablementSAP Ariba
 
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...FinTech Belgium
 
Alantra IT Procurement & Purchasing Time Savings Success Story
Alantra IT Procurement & Purchasing Time Savings Success StoryAlantra IT Procurement & Purchasing Time Savings Success Story
Alantra IT Procurement & Purchasing Time Savings Success StoryMarkit
 
Slovak FA Revenues Ecommerce Digital Ecosystem Presentation
Slovak FA Revenues Ecommerce Digital Ecosystem PresentationSlovak FA Revenues Ecommerce Digital Ecosystem Presentation
Slovak FA Revenues Ecommerce Digital Ecosystem PresentationJán Letko
 
FinTech Belgium - Regulation and FinTech innovation 16 02 2016
FinTech Belgium -  Regulation and FinTech innovation 16 02 2016FinTech Belgium -  Regulation and FinTech innovation 16 02 2016
FinTech Belgium - Regulation and FinTech innovation 16 02 2016Catherine Houssa
 
GraphTour - The Workshop - Device Tracking in Practice: From Idea to Production
GraphTour - The Workshop - Device Tracking in Practice: From Idea to ProductionGraphTour - The Workshop - Device Tracking in Practice: From Idea to Production
GraphTour - The Workshop - Device Tracking in Practice: From Idea to ProductionNeo4j
 
Joni Lehtonen - transformation from equipment sales towards performance busin...
Joni Lehtonen - transformation from equipment sales towards performance busin...Joni Lehtonen - transformation from equipment sales towards performance busin...
Joni Lehtonen - transformation from equipment sales towards performance busin...Mari Halliksaar
 
Consorzio CBI: past, present and future of E-invoicing
Consorzio CBI: past, present and future of E-invoicingConsorzio CBI: past, present and future of E-invoicing
Consorzio CBI: past, present and future of E-invoicingDirectio
 
Preventing Tax Evasion & Combating Fraud through Predictive Analytics
Preventing Tax Evasion & Combating Fraud through Predictive AnalyticsPreventing Tax Evasion & Combating Fraud through Predictive Analytics
Preventing Tax Evasion & Combating Fraud through Predictive AnalyticsCapgemini
 

Was ist angesagt? (17)

How Procurement Digitalization is Creating Value in the Construction Industry
 How Procurement Digitalization is Creating Value in the Construction Industry How Procurement Digitalization is Creating Value in the Construction Industry
How Procurement Digitalization is Creating Value in the Construction Industry
 
Source to Pay - Seeing is believing
Source to Pay - Seeing is believingSource to Pay - Seeing is believing
Source to Pay - Seeing is believing
 
How to Manage E-invoicing Globally: The DHL Story
How to Manage E-invoicing Globally: The DHL Story  How to Manage E-invoicing Globally: The DHL Story
How to Manage E-invoicing Globally: The DHL Story
 
SEB IT Purchasing Success Story
SEB IT Purchasing Success StorySEB IT Purchasing Success Story
SEB IT Purchasing Success Story
 
DS casestudy_city_box_a4_emea
DS casestudy_city_box_a4_emeaDS casestudy_city_box_a4_emea
DS casestudy_city_box_a4_emea
 
451 Research - Growing Influence
451 Research - Growing Influence451 Research - Growing Influence
451 Research - Growing Influence
 
Global eInvoicing – Success Through Breakthrough Supplier Enablement
Global eInvoicing – Success Through Breakthrough Supplier EnablementGlobal eInvoicing – Success Through Breakthrough Supplier Enablement
Global eInvoicing – Success Through Breakthrough Supplier Enablement
 
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...
Fintech Belgium - Meetup on Compliance / KYC - Willem Lambrechts - Drebbel Te...
 
Alantra IT Procurement & Purchasing Time Savings Success Story
Alantra IT Procurement & Purchasing Time Savings Success StoryAlantra IT Procurement & Purchasing Time Savings Success Story
Alantra IT Procurement & Purchasing Time Savings Success Story
 
Slovak FA Revenues Ecommerce Digital Ecosystem Presentation
Slovak FA Revenues Ecommerce Digital Ecosystem PresentationSlovak FA Revenues Ecommerce Digital Ecosystem Presentation
Slovak FA Revenues Ecommerce Digital Ecosystem Presentation
 
FinTech Belgium - Regulation and FinTech innovation 16 02 2016
FinTech Belgium -  Regulation and FinTech innovation 16 02 2016FinTech Belgium -  Regulation and FinTech innovation 16 02 2016
FinTech Belgium - Regulation and FinTech innovation 16 02 2016
 
Citius Net
Citius NetCitius Net
Citius Net
 
GraphTour - The Workshop - Device Tracking in Practice: From Idea to Production
GraphTour - The Workshop - Device Tracking in Practice: From Idea to ProductionGraphTour - The Workshop - Device Tracking in Practice: From Idea to Production
GraphTour - The Workshop - Device Tracking in Practice: From Idea to Production
 
Joni Lehtonen - transformation from equipment sales towards performance busin...
Joni Lehtonen - transformation from equipment sales towards performance busin...Joni Lehtonen - transformation from equipment sales towards performance busin...
Joni Lehtonen - transformation from equipment sales towards performance busin...
 
Dividends Divide and Data
Dividends Divide and DataDividends Divide and Data
Dividends Divide and Data
 
Consorzio CBI: past, present and future of E-invoicing
Consorzio CBI: past, present and future of E-invoicingConsorzio CBI: past, present and future of E-invoicing
Consorzio CBI: past, present and future of E-invoicing
 
Preventing Tax Evasion & Combating Fraud through Predictive Analytics
Preventing Tax Evasion & Combating Fraud through Predictive AnalyticsPreventing Tax Evasion & Combating Fraud through Predictive Analytics
Preventing Tax Evasion & Combating Fraud through Predictive Analytics
 

Ähnlich wie Ing Belgium - How to keep your data quality in top shape - Data Quality Summit 2008

What Do I Know About My Customers - Human Inferece - Atos Consulting
What Do I Know About My Customers - Human Inferece - Atos ConsultingWhat Do I Know About My Customers - Human Inferece - Atos Consulting
What Do I Know About My Customers - Human Inferece - Atos ConsultingDataValueTalk
 
Big Data LDN 2018: DATA SCIENCE AT ING
Big Data LDN 2018: DATA SCIENCE AT INGBig Data LDN 2018: DATA SCIENCE AT ING
Big Data LDN 2018: DATA SCIENCE AT INGMatt Stubbs
 
Building A Customer Centric Telco
Building A Customer Centric TelcoBuilding A Customer Centric Telco
Building A Customer Centric TelcoEric Kuisch
 
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups France
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups FranceCaronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups France
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups FranceJames Nacass
 
Company profile
Company profileCompany profile
Company profileSurhit Dey
 
Solteq's new growth strategy 25.5.2016
Solteq's new growth strategy 25.5.2016Solteq's new growth strategy 25.5.2016
Solteq's new growth strategy 25.5.2016Solteq
 
Delapay - Account Payable Automation Tool - Teaser
Delapay - Account Payable Automation Tool - TeaserDelapay - Account Payable Automation Tool - Teaser
Delapay - Account Payable Automation Tool - TeaserMateusz Lukaszewski
 
Répondre aux défis de la gestion des factures fournisseurs
Répondre aux défis de la gestion des factures fournisseursRépondre aux défis de la gestion des factures fournisseurs
Répondre aux défis de la gestion des factures fournisseursSmartWave
 
Κωστής Χλουβεράκης, 2nd Hellenic Innovation Forum
Κωστής Χλουβεράκης, 2nd Hellenic Innovation ForumΚωστής Χλουβεράκης, 2nd Hellenic Innovation Forum
Κωστής Χλουβεράκης, 2nd Hellenic Innovation ForumStarttech Ventures
 
Babak sorkhpour seminar in 80 8-24
Babak sorkhpour seminar in 80 8-24Babak sorkhpour seminar in 80 8-24
Babak sorkhpour seminar in 80 8-24Babak Sorkhpour
 
Data-informed Experience Design
Data-informed Experience DesignData-informed Experience Design
Data-informed Experience DesignInformaat
 
UX STRAT Europe 2019: Rob van der Haar
UX STRAT Europe 2019: Rob van der HaarUX STRAT Europe 2019: Rob van der Haar
UX STRAT Europe 2019: Rob van der HaarUX STRAT
 
ThoughtWorks: Monetising Open Banking
ThoughtWorks: Monetising Open Banking  ThoughtWorks: Monetising Open Banking
ThoughtWorks: Monetising Open Banking Thoughtworks
 
Magnibot - Intelligent Process Automation
Magnibot - Intelligent Process AutomationMagnibot - Intelligent Process Automation
Magnibot - Intelligent Process AutomationJineesh Thankarajan
 
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!OpusCapita
 
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...SAP Ariba
 
NT Post Billing and document Solutions
NT Post Billing and document SolutionsNT Post Billing and document Solutions
NT Post Billing and document Solutionsfferro
 
Senso
SensoSenso
SensoSENSO
 
Senso Presentation
Senso PresentationSenso Presentation
Senso Presentationmackerwang
 

Ähnlich wie Ing Belgium - How to keep your data quality in top shape - Data Quality Summit 2008 (20)

What Do I Know About My Customers - Human Inferece - Atos Consulting
What Do I Know About My Customers - Human Inferece - Atos ConsultingWhat Do I Know About My Customers - Human Inferece - Atos Consulting
What Do I Know About My Customers - Human Inferece - Atos Consulting
 
Big Data LDN 2018: DATA SCIENCE AT ING
Big Data LDN 2018: DATA SCIENCE AT INGBig Data LDN 2018: DATA SCIENCE AT ING
Big Data LDN 2018: DATA SCIENCE AT ING
 
Building A Customer Centric Telco
Building A Customer Centric TelcoBuilding A Customer Centric Telco
Building A Customer Centric Telco
 
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups France
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups FranceCaronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups France
Caronne.eu 3rd presentation at 17th nov 2014 meetup FinTech Startups France
 
Company profile
Company profileCompany profile
Company profile
 
Solteq's new growth strategy 25.5.2016
Solteq's new growth strategy 25.5.2016Solteq's new growth strategy 25.5.2016
Solteq's new growth strategy 25.5.2016
 
Delapay - Account Payable Automation Tool - Teaser
Delapay - Account Payable Automation Tool - TeaserDelapay - Account Payable Automation Tool - Teaser
Delapay - Account Payable Automation Tool - Teaser
 
Répondre aux défis de la gestion des factures fournisseurs
Répondre aux défis de la gestion des factures fournisseursRépondre aux défis de la gestion des factures fournisseurs
Répondre aux défis de la gestion des factures fournisseurs
 
Κωστής Χλουβεράκης, 2nd Hellenic Innovation Forum
Κωστής Χλουβεράκης, 2nd Hellenic Innovation ForumΚωστής Χλουβεράκης, 2nd Hellenic Innovation Forum
Κωστής Χλουβεράκης, 2nd Hellenic Innovation Forum
 
Babak sorkhpour seminar in 80 8-24
Babak sorkhpour seminar in 80 8-24Babak sorkhpour seminar in 80 8-24
Babak sorkhpour seminar in 80 8-24
 
Data-informed Experience Design
Data-informed Experience DesignData-informed Experience Design
Data-informed Experience Design
 
UX STRAT Europe 2019: Rob van der Haar
UX STRAT Europe 2019: Rob van der HaarUX STRAT Europe 2019: Rob van der Haar
UX STRAT Europe 2019: Rob van der Haar
 
ThoughtWorks: Monetising Open Banking
ThoughtWorks: Monetising Open Banking  ThoughtWorks: Monetising Open Banking
ThoughtWorks: Monetising Open Banking
 
Magnibot - Intelligent Process Automation
Magnibot - Intelligent Process AutomationMagnibot - Intelligent Process Automation
Magnibot - Intelligent Process Automation
 
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!
Webinar: Microsoft & OpusCapita: becoming a digital business - how to succeed!
 
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...
Using E-Commerce to Integrate Your Collaborative Business Transactions - SID ...
 
Ecom
EcomEcom
Ecom
 
NT Post Billing and document Solutions
NT Post Billing and document SolutionsNT Post Billing and document Solutions
NT Post Billing and document Solutions
 
Senso
SensoSenso
Senso
 
Senso Presentation
Senso PresentationSenso Presentation
Senso Presentation
 

Mehr von 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
 

Mehr von 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
 

Kürzlich hochgeladen

👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...lizamodels9
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMRavindra Nath Shukla
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...amitlee9823
 

Kürzlich hochgeladen (20)

👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSM
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.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
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 

Ing Belgium - How to keep your data quality in top shape - Data Quality Summit 2008

  • 1. How to keep your data quality in top shape Hubert Lissens & Frank Yseboot ING BELGIUM
  • 2. ING: a financial group present worldwide 120,000 employees in more than 50 countries
  • 3. Organisational structure ING Retail Wholesale OIB Support Payments Customer Data Channels Lending
  • 4. Vertical Customer Data Customer Data Solution Delivery Service Delivery Requirement Mgt Delivery Team Operations team SPM
  • 5.
  • 6. An 80’s-ish statement… IT people look like they are coming from Mars and we think they should stay there (Peter Hinsen)
  • 7. Our approach : a joint venture Step 1 : an intensive collaboration between Operations and IT to define roles & responsabilities Step 2 : involvement of business for sponsoring and committment Step 3 : creation of Customer Domain and dedicated value chain
  • 8. Our approach : the basics Install a service-based environment, using a solid and reliable IT-architecture Define one single source of truth for party-related data ( customers, prospects, suppliers : in short every entity dealing with ING Belgium) Insure high quality data input using business rules to prevent pollution and 4-eyes principle for sensitive data update Stress the importance for keeping data up-to-date by all end-users
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.