SlideShare a Scribd company logo
KEY TAKE-AWAYS
marcus evans MDM Conference
Master Data and Enterprise Information
Management, Berlin
25th-26th of April 2016
Nino Ilveskero, Talent Base Oy
CONFERENCE THEME:
Moving Towards Further Levels of
MDM Maturity
TAKE-AWAY 1:
C-level support is here.
Master Data Management has again taken
more important role in companies’
business development agenda.
MDM is seen as
an important vehicle to boost different
types of change programs ranging
from business innovation to cost efficiency,
to safety and compliance.
As the support increases, so does the
pressure to deliver real business benefits.
“We are no more those guys at the end of
the corridor with whom no one wants to
talk.”
Roberto Maranca, GE Capital
MDM professionals need to speak a
language that business people understand.
Focus on what is relevant to them.
TAKE-AWAY 2:
Data as a source of business
innovation.
Good quality data can spark
business innovation.
“Developing new applications such as data
visualization of our international partner network
was easy, because the data management
process and data foundation was already laid
as part of our XRM project.”
Heikki Ilvessalo, Development Director,
Castrén & Snellman
Shell has found several ways to
improve their business
based on accurate data
e.g. on gas station properties.
THEME 3:
Data quality is a relative measure.
In some cases, aiming to 100% data
quality may not make any sense at all.
Instead of high quality,
think what is the right quality.
Data quality problems also have
a lifecycle and errors can be classified
based on their lifetime.
Recently occurred errors indicate that
there is a process problem which
creates them.
Errors which have been there for a
while (e.g. few months) indicate that
there is a cleansing problem.
THEME 4:
Communicate
MDM development is always
a change management project.
It requires extensive communication.
Forget acronyms and use the
language everybody understands.
Best people and practices to
successful MDM projects:
www.talentbase.fi

More Related Content

What's hot

Content Management and Business Intelligence
Content Management and Business IntelligenceContent Management and Business Intelligence
Content Management and Business Intelligence
Jon Collins
 
Vejen til digital transformation
Vejen til digital transformationVejen til digital transformation
Vejen til digital transformation
Microsoft
 
What is your Print Transformation Strategy? - Konica Minolta
What is your Print Transformation Strategy? - Konica MinoltaWhat is your Print Transformation Strategy? - Konica Minolta
What is your Print Transformation Strategy? - Konica Minolta
MarcoTechnologies
 
Alfresco Day BeNelux: Digital Transformation - It's All About Flow
Alfresco Day BeNelux: Digital Transformation - It's All About FlowAlfresco Day BeNelux: Digital Transformation - It's All About Flow
Alfresco Day BeNelux: Digital Transformation - It's All About Flow
Alfresco Software
 
My process story
My process storyMy process story
My process story
Simon Holloway
 
Dan O'Callahan Summary
Dan O'Callahan SummaryDan O'Callahan Summary
Dan O'Callahan Summary
docallahan
 
Dan OCallahan Summary
Dan OCallahan SummaryDan OCallahan Summary
Dan OCallahan Summary
docallahan
 
Digitalization and business model innovation
Digitalization and business model innovationDigitalization and business model innovation
Digitalization and business model innovation
Peter Tyreholt
 
Business digitalization trends and challenges
Business digitalization trends and challengesBusiness digitalization trends and challenges
Business digitalization trends and challenges
Sigma Software
 
Popcorn Technologies An Overview
Popcorn Technologies An OverviewPopcorn Technologies An Overview
Popcorn Technologies An Overview
Doug_Brost
 
The modern not for profit: How to leverage SharePoint and Client Management S...
The modern not for profit: How to leverage SharePoint and Client Management S...The modern not for profit: How to leverage SharePoint and Client Management S...
The modern not for profit: How to leverage SharePoint and Client Management S...
rgtechnologies
 
ScaleFocus Digital Transformation in Finance Expertise
ScaleFocus Digital Transformation in Finance ExpertiseScaleFocus Digital Transformation in Finance Expertise
ScaleFocus Digital Transformation in Finance Expertise
ScaleFocus
 
Digital Business Trends
Digital Business TrendsDigital Business Trends
Digital Business Trends
Sandy Kemsley
 
Office-Designs-Case-Study
Office-Designs-Case-StudyOffice-Designs-Case-Study
Office-Designs-Case-StudyJames Stupp
 
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your AppSalesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
BMC Software
 
Business Intelligence And Reporting Software – A Better Management Revolution
Business Intelligence And Reporting Software – A Better Management Revolution Business Intelligence And Reporting Software – A Better Management Revolution
Business Intelligence And Reporting Software – A Better Management Revolution
Beyond Intelligence
 
EasyVista Company presentation
EasyVista Company presentationEasyVista Company presentation
EasyVista Company presentation
EasyVista
 
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
Aligning Intelligent Automation with Incentives and Business Outcomes   with ...Aligning Intelligent Automation with Incentives and Business Outcomes   with ...
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
Sandy Kemsley
 
Ungana Afrika Presentation
Ungana Afrika PresentationUngana Afrika Presentation
Ungana Afrika PresentationSANGONeT
 

What's hot (20)

Content Management and Business Intelligence
Content Management and Business IntelligenceContent Management and Business Intelligence
Content Management and Business Intelligence
 
Vejen til digital transformation
Vejen til digital transformationVejen til digital transformation
Vejen til digital transformation
 
What is your Print Transformation Strategy? - Konica Minolta
What is your Print Transformation Strategy? - Konica MinoltaWhat is your Print Transformation Strategy? - Konica Minolta
What is your Print Transformation Strategy? - Konica Minolta
 
Alfresco Day BeNelux: Digital Transformation - It's All About Flow
Alfresco Day BeNelux: Digital Transformation - It's All About FlowAlfresco Day BeNelux: Digital Transformation - It's All About Flow
Alfresco Day BeNelux: Digital Transformation - It's All About Flow
 
My process story
My process storyMy process story
My process story
 
Dan O'Callahan Summary
Dan O'Callahan SummaryDan O'Callahan Summary
Dan O'Callahan Summary
 
Dan OCallahan Summary
Dan OCallahan SummaryDan OCallahan Summary
Dan OCallahan Summary
 
Process2010
Process2010Process2010
Process2010
 
Digitalization and business model innovation
Digitalization and business model innovationDigitalization and business model innovation
Digitalization and business model innovation
 
Business digitalization trends and challenges
Business digitalization trends and challengesBusiness digitalization trends and challenges
Business digitalization trends and challenges
 
Popcorn Technologies An Overview
Popcorn Technologies An OverviewPopcorn Technologies An Overview
Popcorn Technologies An Overview
 
The modern not for profit: How to leverage SharePoint and Client Management S...
The modern not for profit: How to leverage SharePoint and Client Management S...The modern not for profit: How to leverage SharePoint and Client Management S...
The modern not for profit: How to leverage SharePoint and Client Management S...
 
ScaleFocus Digital Transformation in Finance Expertise
ScaleFocus Digital Transformation in Finance ExpertiseScaleFocus Digital Transformation in Finance Expertise
ScaleFocus Digital Transformation in Finance Expertise
 
Digital Business Trends
Digital Business TrendsDigital Business Trends
Digital Business Trends
 
Office-Designs-Case-Study
Office-Designs-Case-StudyOffice-Designs-Case-Study
Office-Designs-Case-Study
 
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your AppSalesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
Salesforce and Remedyforce ISV Tech Talk: Pushing New Versions of your App
 
Business Intelligence And Reporting Software – A Better Management Revolution
Business Intelligence And Reporting Software – A Better Management Revolution Business Intelligence And Reporting Software – A Better Management Revolution
Business Intelligence And Reporting Software – A Better Management Revolution
 
EasyVista Company presentation
EasyVista Company presentationEasyVista Company presentation
EasyVista Company presentation
 
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
Aligning Intelligent Automation with Incentives and Business Outcomes   with ...Aligning Intelligent Automation with Incentives and Business Outcomes   with ...
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
 
Ungana Afrika Presentation
Ungana Afrika PresentationUngana Afrika Presentation
Ungana Afrika Presentation
 

Viewers also liked

Customer Experience: more than meets the eye
Customer Experience: more than meets the eyeCustomer Experience: more than meets the eye
Customer Experience: more than meets the eye
Loihde Advisory
 
Albel pres mdm implementation
Albel pres   mdm implementationAlbel pres   mdm implementation
Albel pres mdm implementation
Ali BELCAID
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM Maturity
PanaEk Warawit
 
Acolyance: Applying MDM to Drive ERP Success & ROI
Acolyance: Applying MDM to Drive ERP Success & ROIAcolyance: Applying MDM to Drive ERP Success & ROI
Acolyance: Applying MDM to Drive ERP Success & ROI
Orchestra Networks
 
Enterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsEnterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsSheldon McCarthy
 
Customer Data Management: The Time is Now
Customer Data Management: The Time is Now Customer Data Management: The Time is Now
Customer Data Management: The Time is Now
Dun & Bradstreet
 
Master data management (mdm) & plm in context of enterprise product management
Master data management (mdm) & plm in context of enterprise product managementMaster data management (mdm) & plm in context of enterprise product management
Master data management (mdm) & plm in context of enterprise product management
Tata Consultancy Services
 
Target Operating Model Research
Target Operating Model ResearchTarget Operating Model Research
Target Operating Model Research
Genpact Ltd
 
Seven building blocks for MDM
Seven building blocks for MDMSeven building blocks for MDM
Seven building blocks for MDM
Kousik Mukherjee
 
The what, why, and how of master data management
The what, why, and how of master data managementThe what, why, and how of master data management
The what, why, and how of master data management
Mohammad Yousri
 
Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management
Hazelknight Media & Entertainment Pvt Ltd
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management Functionality
Gartner
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data Management
Sung Kuan
 
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
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmapvictorlbrown
 

Viewers also liked (15)

Customer Experience: more than meets the eye
Customer Experience: more than meets the eyeCustomer Experience: more than meets the eye
Customer Experience: more than meets the eye
 
Albel pres mdm implementation
Albel pres   mdm implementationAlbel pres   mdm implementation
Albel pres mdm implementation
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM Maturity
 
Acolyance: Applying MDM to Drive ERP Success & ROI
Acolyance: Applying MDM to Drive ERP Success & ROIAcolyance: Applying MDM to Drive ERP Success & ROI
Acolyance: Applying MDM to Drive ERP Success & ROI
 
Enterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial InstitutionsEnterprise Data Governance for Financial Institutions
Enterprise Data Governance for Financial Institutions
 
Customer Data Management: The Time is Now
Customer Data Management: The Time is Now Customer Data Management: The Time is Now
Customer Data Management: The Time is Now
 
Master data management (mdm) & plm in context of enterprise product management
Master data management (mdm) & plm in context of enterprise product managementMaster data management (mdm) & plm in context of enterprise product management
Master data management (mdm) & plm in context of enterprise product management
 
Target Operating Model Research
Target Operating Model ResearchTarget Operating Model Research
Target Operating Model Research
 
Seven building blocks for MDM
Seven building blocks for MDMSeven building blocks for MDM
Seven building blocks for MDM
 
The what, why, and how of master data management
The what, why, and how of master data managementThe what, why, and how of master data management
The what, why, and how of master data management
 
Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management Functionality
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data Management
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 

Similar to Key Take-Aways: Master Data and Enterprise Information Conference

MDM It’s not just about a new concept, it’s about bringing real value to the ...
MDM It’s not just about a new concept, it’s about bringing real value to the ...MDM It’s not just about a new concept, it’s about bringing real value to the ...
MDM It’s not just about a new concept, it’s about bringing real value to the ...
Ismail Vurel
 
CIO Summit 2015 (MY) Post Event Report (DD - EMC)
CIO Summit 2015 (MY) Post Event Report (DD - EMC)CIO Summit 2015 (MY) Post Event Report (DD - EMC)
CIO Summit 2015 (MY) Post Event Report (DD - EMC)Ai-Ling See
 
Nominados a CDO del año en el 5th CDO Meeting
Nominados a CDO del año en el 5th CDO MeetingNominados a CDO del año en el 5th CDO Meeting
Nominados a CDO del año en el 5th CDO Meeting
Telefónica
 
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
AmeliaWong21
 
Effective master data management
Effective master data managementEffective master data management
Effective master data management
Ismail Vurel
 
The Trusted Path That Driven Big Data to Success
The Trusted Path That Driven Big Data to SuccessThe Trusted Path That Driven Big Data to Success
The Trusted Path That Driven Big Data to Success
ankitbhandari32
 
Essentials stockholm 2017
Essentials stockholm 2017Essentials stockholm 2017
Essentials stockholm 2017
Salesforce Sweden
 
Unlocking the power of mdm aug 2011
Unlocking the power of mdm aug 2011Unlocking the power of mdm aug 2011
Unlocking the power of mdm aug 2011fivehmg_m
 
HRO handbook V 2.0
HRO handbook V 2.0HRO handbook V 2.0
HRO handbook V 2.0PeopleStrong
 
The 05 Best Backup Solution Providers to Watch in 2022.pdf
The 05 Best Backup Solution Providers to Watch in 2022.pdfThe 05 Best Backup Solution Providers to Watch in 2022.pdf
The 05 Best Backup Solution Providers to Watch in 2022.pdf
InsightsSuccess4
 
TAB_HR_Software_Market_final
TAB_HR_Software_Market_finalTAB_HR_Software_Market_final
TAB_HR_Software_Market_finalJörg Seufert
 
German HR Software Market 2016
German HR Software Market 2016German HR Software Market 2016
German HR Software Market 2016
Jörg Seufert
 
Corporate Financier - July and August 2016 - BD
Corporate Financier - July and August 2016 - BDCorporate Financier - July and August 2016 - BD
Corporate Financier - July and August 2016 - BDNicholas Metzgen
 
Collab365 Global Conference: 4 Trends in the Digital Workplace
Collab365 Global Conference: 4 Trends in the Digital WorkplaceCollab365 Global Conference: 4 Trends in the Digital Workplace
Collab365 Global Conference: 4 Trends in the Digital Workplace
Martin Risgaard Rasmussen
 
IDC: The Next Steps in Digital Transformation
IDC: The Next Steps in Digital TransformationIDC: The Next Steps in Digital Transformation
IDC: The Next Steps in Digital Transformation
SOA PEOPLE
 
Increasing Sales Productivity Through Innovative Technology
Increasing Sales Productivity Through Innovative TechnologyIncreasing Sales Productivity Through Innovative Technology
Increasing Sales Productivity Through Innovative TechnologyIrina Zvagelsky, MBA
 
Cover Story_IT Var News
Cover Story_IT Var NewsCover Story_IT Var News
Cover Story_IT Var NewsGarima Rai
 
Why Master Data Management Projects Fail and what this means for Big Data
Why Master Data Management Projects Fail and what this means for Big DataWhy Master Data Management Projects Fail and what this means for Big Data
Why Master Data Management Projects Fail and what this means for Big Data
Sam Thomsett
 
Perry Developments (case study)
Perry Developments (case study)Perry Developments (case study)
Perry Developments (case study)
Intergen
 

Similar to Key Take-Aways: Master Data and Enterprise Information Conference (20)

MDM It’s not just about a new concept, it’s about bringing real value to the ...
MDM It’s not just about a new concept, it’s about bringing real value to the ...MDM It’s not just about a new concept, it’s about bringing real value to the ...
MDM It’s not just about a new concept, it’s about bringing real value to the ...
 
CIO Summit 2015 (MY) Post Event Report (DD - EMC)
CIO Summit 2015 (MY) Post Event Report (DD - EMC)CIO Summit 2015 (MY) Post Event Report (DD - EMC)
CIO Summit 2015 (MY) Post Event Report (DD - EMC)
 
Nominados a CDO del año en el 5th CDO Meeting
Nominados a CDO del año en el 5th CDO MeetingNominados a CDO del año en el 5th CDO Meeting
Nominados a CDO del año en el 5th CDO Meeting
 
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
 
The Trusted Path That Driven Big Data to Success
The Trusted Path That Driven Big Data to SuccessThe Trusted Path That Driven Big Data to Success
The Trusted Path That Driven Big Data to Success
 
Essentials stockholm 2017
Essentials stockholm 2017Essentials stockholm 2017
Essentials stockholm 2017
 
Unlocking the power of mdm aug 2011
Unlocking the power of mdm aug 2011Unlocking the power of mdm aug 2011
Unlocking the power of mdm aug 2011
 
HRO handbook V 2.0
HRO handbook V 2.0HRO handbook V 2.0
HRO handbook V 2.0
 
The 05 Best Backup Solution Providers to Watch in 2022.pdf
The 05 Best Backup Solution Providers to Watch in 2022.pdfThe 05 Best Backup Solution Providers to Watch in 2022.pdf
The 05 Best Backup Solution Providers to Watch in 2022.pdf
 
TAB_HR_Software_Market_final
TAB_HR_Software_Market_finalTAB_HR_Software_Market_final
TAB_HR_Software_Market_final
 
German HR Software Market 2016
German HR Software Market 2016German HR Software Market 2016
German HR Software Market 2016
 
Corporate Financier - July and August 2016 - BD
Corporate Financier - July and August 2016 - BDCorporate Financier - July and August 2016 - BD
Corporate Financier - July and August 2016 - BD
 
Collab365 Global Conference: 4 Trends in the Digital Workplace
Collab365 Global Conference: 4 Trends in the Digital WorkplaceCollab365 Global Conference: 4 Trends in the Digital Workplace
Collab365 Global Conference: 4 Trends in the Digital Workplace
 
IDC: The Next Steps in Digital Transformation
IDC: The Next Steps in Digital TransformationIDC: The Next Steps in Digital Transformation
IDC: The Next Steps in Digital Transformation
 
Increasing Sales Productivity Through Innovative Technology
Increasing Sales Productivity Through Innovative TechnologyIncreasing Sales Productivity Through Innovative Technology
Increasing Sales Productivity Through Innovative Technology
 
Cover Story_IT Var News
Cover Story_IT Var NewsCover Story_IT Var News
Cover Story_IT Var News
 
Why Master Data Management Projects Fail and what this means for Big Data
Why Master Data Management Projects Fail and what this means for Big DataWhy Master Data Management Projects Fail and what this means for Big Data
Why Master Data Management Projects Fail and what this means for Big Data
 
Perry Developments (case study)
Perry Developments (case study)Perry Developments (case study)
Perry Developments (case study)
 
the_digital_transformation_of_business
the_digital_transformation_of_businessthe_digital_transformation_of_business
the_digital_transformation_of_business
 

More from Loihde Advisory

Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
Loihde Advisory
 
Gamebook for digital era – 4 cornerstones of success
Gamebook for digital era – 4 cornerstones of successGamebook for digital era – 4 cornerstones of success
Gamebook for digital era – 4 cornerstones of success
Loihde Advisory
 
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
Loihde Advisory
 
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent BaseDigitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
Loihde Advisory
 
Tuija Riekkinen: Omnichannel Content Strategy
Tuija Riekkinen: Omnichannel Content StrategyTuija Riekkinen: Omnichannel Content Strategy
Tuija Riekkinen: Omnichannel Content Strategy
Loihde Advisory
 
Asko Relas: Machine Learning for conversion optimization – How to be relevant...
Asko Relas: Machine Learning for conversion optimization – How to be relevant...Asko Relas: Machine Learning for conversion optimization – How to be relevant...
Asko Relas: Machine Learning for conversion optimization – How to be relevant...
Loihde Advisory
 
Theresa Regli: Tame the chaos – image and video management for multi-channel...
Theresa Regli: Tame the chaos – image and video management  for multi-channel...Theresa Regli: Tame the chaos – image and video management  for multi-channel...
Theresa Regli: Tame the chaos – image and video management for multi-channel...
Loihde Advisory
 
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
Loihde Advisory
 
Digitalisaation pelikirja – onnistumisen neljä kulmakiveä
Digitalisaation pelikirja – onnistumisen neljä kulmakiveäDigitalisaation pelikirja – onnistumisen neljä kulmakiveä
Digitalisaation pelikirja – onnistumisen neljä kulmakiveä
Loihde Advisory
 
Tekoälystä puhutaan, mutta mitä se oikeastaan on?
Tekoälystä puhutaan, mutta mitä se oikeastaan on?Tekoälystä puhutaan, mutta mitä se oikeastaan on?
Tekoälystä puhutaan, mutta mitä se oikeastaan on?
Loihde Advisory
 
Johdatus tietosuojakulttuuriin
Johdatus tietosuojakulttuuriinJohdatus tietosuojakulttuuriin
Johdatus tietosuojakulttuuriin
Loihde Advisory
 
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseistaKäytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
Loihde Advisory
 
Value of data in digital transformation
Value of data in digital transformationValue of data in digital transformation
Value of data in digital transformation
Loihde Advisory
 
Valtio Expo 2016 virtuaalinen robotisointi
Valtio Expo 2016 virtuaalinen robotisointiValtio Expo 2016 virtuaalinen robotisointi
Valtio Expo 2016 virtuaalinen robotisointi
Loihde Advisory
 
Talent Base Master Data Management Services
Talent Base Master Data Management ServicesTalent Base Master Data Management Services
Talent Base Master Data Management Services
Loihde Advisory
 
Process modeling in agile environment alec sharp
Process modeling in agile environment alec sharpProcess modeling in agile environment alec sharp
Process modeling in agile environment alec sharp
Loihde Advisory
 
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassa
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassaHenkilötiedot ja lainsäädäntö innovaatiotoiminnassa
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassa
Loihde Advisory
 
Datan innovaatioiden polttoaineena
Datan innovaatioiden polttoaineenaDatan innovaatioiden polttoaineena
Datan innovaatioiden polttoaineena
Loihde Advisory
 
Talent Base KAPO-malli
Talent Base KAPO-malliTalent Base KAPO-malli
Talent Base KAPO-malli
Loihde Advisory
 
Talent Base: CAPO™ introduction
Talent Base: CAPO™ introductionTalent Base: CAPO™ introduction
Talent Base: CAPO™ introduction
Loihde Advisory
 

More from Loihde Advisory (20)

Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
Talent Base ja Azets Suomi: Johtajuus ketterassä ja itseohjautuvassa organisa...
 
Gamebook for digital era – 4 cornerstones of success
Gamebook for digital era – 4 cornerstones of successGamebook for digital era – 4 cornerstones of success
Gamebook for digital era – 4 cornerstones of success
 
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
Avaimet ketterään datan hallintaan -aamiaisseminaari 29.3.2019
 
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent BaseDigitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
Digitalisaation pelisuunnitelma – Tero Laatikainen, Talent Base
 
Tuija Riekkinen: Omnichannel Content Strategy
Tuija Riekkinen: Omnichannel Content StrategyTuija Riekkinen: Omnichannel Content Strategy
Tuija Riekkinen: Omnichannel Content Strategy
 
Asko Relas: Machine Learning for conversion optimization – How to be relevant...
Asko Relas: Machine Learning for conversion optimization – How to be relevant...Asko Relas: Machine Learning for conversion optimization – How to be relevant...
Asko Relas: Machine Learning for conversion optimization – How to be relevant...
 
Theresa Regli: Tame the chaos – image and video management for multi-channel...
Theresa Regli: Tame the chaos – image and video management  for multi-channel...Theresa Regli: Tame the chaos – image and video management  for multi-channel...
Theresa Regli: Tame the chaos – image and video management for multi-channel...
 
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
Reni Waegelein & Talent Base: Digitalisaation pelikirja – onnistumisen neljä ...
 
Digitalisaation pelikirja – onnistumisen neljä kulmakiveä
Digitalisaation pelikirja – onnistumisen neljä kulmakiveäDigitalisaation pelikirja – onnistumisen neljä kulmakiveä
Digitalisaation pelikirja – onnistumisen neljä kulmakiveä
 
Tekoälystä puhutaan, mutta mitä se oikeastaan on?
Tekoälystä puhutaan, mutta mitä se oikeastaan on?Tekoälystä puhutaan, mutta mitä se oikeastaan on?
Tekoälystä puhutaan, mutta mitä se oikeastaan on?
 
Johdatus tietosuojakulttuuriin
Johdatus tietosuojakulttuuriinJohdatus tietosuojakulttuuriin
Johdatus tietosuojakulttuuriin
 
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseistaKäytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
Käytännön kokemuksia tietosuojaan liittyvistä asiakascaseista
 
Value of data in digital transformation
Value of data in digital transformationValue of data in digital transformation
Value of data in digital transformation
 
Valtio Expo 2016 virtuaalinen robotisointi
Valtio Expo 2016 virtuaalinen robotisointiValtio Expo 2016 virtuaalinen robotisointi
Valtio Expo 2016 virtuaalinen robotisointi
 
Talent Base Master Data Management Services
Talent Base Master Data Management ServicesTalent Base Master Data Management Services
Talent Base Master Data Management Services
 
Process modeling in agile environment alec sharp
Process modeling in agile environment alec sharpProcess modeling in agile environment alec sharp
Process modeling in agile environment alec sharp
 
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassa
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassaHenkilötiedot ja lainsäädäntö innovaatiotoiminnassa
Henkilötiedot ja lainsäädäntö innovaatiotoiminnassa
 
Datan innovaatioiden polttoaineena
Datan innovaatioiden polttoaineenaDatan innovaatioiden polttoaineena
Datan innovaatioiden polttoaineena
 
Talent Base KAPO-malli
Talent Base KAPO-malliTalent Base KAPO-malli
Talent Base KAPO-malli
 
Talent Base: CAPO™ introduction
Talent Base: CAPO™ introductionTalent Base: CAPO™ introduction
Talent Base: CAPO™ introduction
 

Recently uploaded

一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
slg6lamcq
 
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
dwreak4tg
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Subhajit Sahu
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
jerlynmaetalle
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
mbawufebxi
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Subhajit Sahu
 
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptxData_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
AnirbanRoy608946
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Walaa Eldin Moustafa
 
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
ahzuo
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
vikram sood
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
v3tuleee
 
Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
manishkhaire30
 
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfEnhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
GetInData
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
ahzuo
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
apvysm8
 
Influence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business PlanInfluence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business Plan
jerlynmaetalle
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
slg6lamcq
 

Recently uploaded (20)

一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
 
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
 
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
一比一原版(Bradford毕业证书)布拉德福德大学毕业证如何办理
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
 
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptxData_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
Data_and_Analytics_Essentials_Architect_an_Analytics_Platform.pptx
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
 
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
一比一原版(CBU毕业证)卡普顿大学毕业证如何办理
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
 
Learn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queriesLearn SQL from basic queries to Advance queries
Learn SQL from basic queries to Advance queries
 
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfEnhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf
 
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
 
Influence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business PlanInfluence of Marketing Strategy and Market Competition on Business Plan
Influence of Marketing Strategy and Market Competition on Business Plan
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
 

Key Take-Aways: Master Data and Enterprise Information Conference

Editor's Notes

  1. Master Data and Enterprise Information Management, the 16th conference in Data Management series, collected 49 MDM practitioners to Berlin. Talent Base participated the conference as a Partner Sponsor during 25th-26th of April.
  2. As the conference headline Moving Towards Further Levels of MDM Maturity suggested, master data management has again taken more important role in companies’ business development agenda. In this post we summarize our views on the key take-aways from those two days.
  3. Talent Base partner Tero Laatikainen and Castrén & Snellman’s development director Heikki Ilvessalo presented how good quality data can spark business innovation. Castrén was able to introduce a map visualization of their international partner network. The data management process and data foundation was already laid as part of their XRM project so developing the application was easy.
  4. In some cases, aiming to 100% data quality may not make any sense at all. It all depends on the business need.
  5. Instead of high quality, think what is the right quality. We need to understand how the data is consumed and what level of data quality is good enough each use case. Measuring data quality on attribute level can also be irrelevant. Often record level measurement gives better view on how much of the data (i.e. records) can actually be trusted and used in business processes.
  6. As the data itself, data quality problems also have a lifecycle. Errors can be classified based on their lifetime. Recently occurred errors indicate that there is a process problem which creates them. Errors which have been there for a while (e.g. few months) indicate that there is a cleansing problem since those should have been fixed already. Legacy errors are typically something that no one has any intention to fix. Those have to be either accepted or then the data needs to be deprecated.
  7. MDM development is always also a change management project. As any change in an organisation, it requires extensive communication. The communication language needs to be something business people can understand. Forget strange acronyms and difficult terms. For instance, ‘governance’ simply means who has the power, who decides and who is accountable.