SlideShare uma empresa Scribd logo
1 de 29
Baixar para ler offline
Multidomain MDM
Gartner MDM Summit 2014
Jean-Michel Collomb
Enterprise Architect
MDM Program Manager
©2013AmadeusITGroupSA
©2013AmadeusITGroupSA
Page 2
Index
_ Amadeus presentation
_ MDM Program Overview
_ Workforce MDM
_ Product MDM
_ Reference Data Management
_ Conclusion and advices
1
2
3
4
5
6
7
©2013AmadeusITGroupSA
Amadeus…
Our solutions facilitate journeys and enrich the travel
experience for hundreds of millions of people every year.
to shape the
future of travel
©2014AmadeusITGroupSA
Page 4
We are working together with
our customers and partners
We have a clear purpose
Amadeus is a technology company dedicated to the
global travel industry.
We are present in 195 countries
with a worldwide team of more than 11,000 people.
Our solutions help improve the
business performance
of travel agencies, corporations, airlines,
airports, hotels, railways and more.
©2014AmadeusITGroupSA
Page 5
Amadeus in a few words
©2013AmadeusITGroupSA
Page 6
©2014AmadeusITGroupSA
A history of shaping the future of travel
Page 7
Connecting
the travel industry
©2014AmadeusITGroupSA
Page 8
We support the traveller life cycle
Post-trip
On trip
Pre-trip Book
Shop
Inspire
©2014AmadeusITGroupSA
©2013AmadeusITGroupSA
MDM Program Overview
©2013AmadeusITGroupSA
Page 10
MDM Program
Scope
Workforce
• Employee
• Organization
• Location
Product
• Product
• Project
• Service
• Application
Customer
• Account
• Contact
• Groups
• Contract
Vendor
• Vendor
• Supplier
• Partners
Reference
• Geography: Countries, Cities,…
• Commercial structure
• Airports, Airlines,…
• ..
Complexity
Priority
©2013AmadeusITGroupSA
Page 11
MDM Program
Roadmap
2013 2014 2015
Workforce
domain
Product
domain
Customer
domain
Reference
data
Workforce Data
Basic Employee data – Contributors – Comp. & ben.
MDM for Product & Service Data
Product – Project - Service - …
MDM for Customer
Data
MDM for Reference Data
©2013AmadeusITGroupSA
Page 12
MDM Program
Architecture Overview
MDM Core
©2013AmadeusITGroupSA
Page 13
MDM Program
Data Governance process
©2013AmadeusITGroupSA
Workforce MDM
©2013AmadeusITGroupSA
Page 15
Workforce MDM
Problem statement
 Problem statement: Workforce data cannot be
used globally for analysis and decision making
because of poor quality.
Main quality issues with Workforce Data:
• Heterogeneous data: ACOs/Sites/Regions are using
different definitions, different values for the same data.
• Example: Employee Group/SubGroup used to categorize
employee activity/inactivity
• Incomplete data: ACOs/Sites/Regions are not always
filling and maintaining all workforce data
• Example: Birth date, gender, nationality… is missing
• Inconsistent data: ACOs/Sites/Regions do not always
follow the same rules for data maintenance
• Example: ‘Retired’ employee still seen as ‘active’
 Top down approach for a global MDM and Data
Governance process :
 Define the Workforce data globally at company level
 Improve and Measure the quality of the data
©2013AmadeusITGroupSA
Page 16
Workforce MDM
Data Governance
_ The Data Dictionary is the result of
the Data Governance process, it
contains the definition of all
Workforce related data approved
by all stakeholders.
_ It also include data quality rules
and metrics.
Business
Stakeholders
Data Experts
MDM
Core Team
Review
Approve
Contribute
Review
Contribute
Publish
©2013AmadeusITGroupSA
Page 17
Workforce MDM
Data Maintenance
Amadeus Businesses
Data
Managers
MDM
Core team
Data quality analysis
Amadeus data
Data Quality dashboard
Data stewards
DIS
…
Fix data
quality “non
compliances”
support
Analyze data quality
metrics & KPIs
Define priorities
support
Dispatch and monitor
data stewardship
activities
Amadeus Businesses
_ The Data Quality Dashboard
reflects the level of compliance of
data against the quality rules
defined by the Data Governance.
_ The Data Manager is driving the
data stewardship (maintenance)
activities.
_ The Data Stewards (Businesses,
R&D,…) are either correcting the
data to comply with the data
Dictionary, or providing the
necessary information to align the
data with the data Dictionary
©2013AmadeusITGroupSA
Page 18
Workforce MDM
Data Quality Monitoring
©2013AmadeusITGroupSA
Page 19
Workforce MDM
Employee view with Data Quality status
©2013AmadeusITGroupSA
Page 20
Workforce MDM
Employee details with Data Quality non-compliance
©2013AmadeusITGroupSA
Product MDM
©2013AmadeusITGroupSA
Page 22
Product MDM
Multiple facets of Product Data in Amadeus
Common
Product
View
Product
Management View
Marketing/Sales
View
Branding View
Operations View
Development/PMO
View
©2013AmadeusITGroupSA
Page 23
Product MDM
Key Objectives
 Setup a Data Governance process to build a common
understanding of the multiple facets of Products and
enforce the changes in business processes and solutions
to align with it.
 Deploy a solution that can rapidly improve the quality of
Product data, guaranteeing its integrity over time and
organizational changes, and provide a unique referential
for all businesses.
 Make the Product data available to enable the full
Amadeus Organisation to base their decisions regarding
Product on reliable facts.
©2013AmadeusITGroupSA
Page 24
Product MDM
Approach
_ Leverage Existing Initiatives:
• Finance “Product Profitability”
• New CRM
• Marketing “Product Essentials”
_ Investigation phase
• Validate approach
_ Bottom up, Iterative, non disruptive
implementation
• Iteration 1: Product Cycle Solutions
• Iteration 2: CRM Sales, Ordering/Billing
• Iteration 3: Help Desk, Training,
Operations
©2013AmadeusITGroupSA
Reference Data Management
©2013AmadeusITGroupSA
Page 26
Reference Data Management
_ Geographic Referential
• Countries / Regions (ISO)
• Amadeus Legal Entities
• Airports, Locations (IATA, ICAO,…)
_ Commercial Structure
• Market hierarchies
• Distribution Channels
_ Currencies, Unit measures...
• …
©2013AmadeusITGroupSA
Conclusion
©2013AmadeusITGroupSA
Page 28
Conclusion and advices…
1. High level (exec) sponsorship is mandatory for the success of any MDM
Project
 Do not under estimate resistance to change
2. Start small and achieve significant business value, get buy-in and expend
MDM usage.
 Start with a business case that is visible and achievable in a reasonable timeframe
and budget
 Mitigate risks of disruption on existing products / processes
3. Bottom up initiatives (Proto, PoC), focusing on small use case, can
contribute on Data Quality and MDM awareness.
 Help stakeholder understand how their DQ problems can be solved by MDM, get
their buy in.
 Switch to a Top down approach when awareness is there.
4. Manage expectations carefully
 Data Quality of often the root cause of wider problems
 MDM is often just an enabler for other projects that bring the real value to the
Business stakeholders
©2013AmadeusITGroupSA
Thank you
You can follow us on:
AmadeusITGroup
amadeus.com/blog
amadeus.com

Mais conteúdo relacionado

Mais procurados

MDM & RDM: Enabling a One Company Supply Chain in a Decentralized Environment
MDM & RDM: Enabling a One Company Supply Chain in a Decentralized EnvironmentMDM & RDM: Enabling a One Company Supply Chain in a Decentralized Environment
MDM & RDM: Enabling a One Company Supply Chain in a Decentralized EnvironmentOrchestra Networks
 
20160406 orchestra-networks-presentation-cb
20160406 orchestra-networks-presentation-cb20160406 orchestra-networks-presentation-cb
20160406 orchestra-networks-presentation-cbCarlos Guerreiro
 
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.
 
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...DATAVERSITY
 
Reference master data management
Reference master data managementReference master data management
Reference master data managementDr. Hamdan Al-Sabri
 
IBM InfoSphere MDM v11 Overview - Aomar BARIZ
IBM InfoSphere MDM v11 Overview - Aomar BARIZIBM InfoSphere MDM v11 Overview - Aomar BARIZ
IBM InfoSphere MDM v11 Overview - Aomar BARIZIBMInfoSphereUGFR
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data ManagementMoniqueO Opris
 
The Importance of Master Data Management
The Importance of Master Data ManagementThe Importance of Master Data Management
The Importance of Master Data ManagementDATAVERSITY
 
Lean Master Data Management
Lean Master Data ManagementLean Master Data Management
Lean Master Data Managementnnorthrup
 
Master Your Data. Master Your Business
Master Your Data. Master Your BusinessMaster Your Data. Master Your Business
Master Your Data. Master Your BusinessDLT Solutions
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmapvictorlbrown
 
Taming the Raving Rabbids: The Ubisoft MDM Journey
Taming the Raving Rabbids: The Ubisoft MDM JourneyTaming the Raving Rabbids: The Ubisoft MDM Journey
Taming the Raving Rabbids: The Ubisoft MDM JourneyOrchestra Networks
 
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
 
Tips & tricks to drive effective Master Data Management & ERP harmonization
Tips & tricks to drive effective Master Data Management & ERP harmonizationTips & tricks to drive effective Master Data Management & ERP harmonization
Tips & tricks to drive effective Master Data Management & ERP harmonizationVerdantis
 
3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final PresentationJames Chi
 
Présentation IBM InfoSphere MDM 11.3
Présentation IBM InfoSphere MDM 11.3Présentation IBM InfoSphere MDM 11.3
Présentation IBM InfoSphere MDM 11.3IBMInfoSphereUGFR
 
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.
 
Master Data Management methodology
Master Data Management methodologyMaster Data Management methodology
Master Data Management methodologyDatabase Architechs
 

Mais procurados (20)

MDM & RDM: Enabling a One Company Supply Chain in a Decentralized Environment
MDM & RDM: Enabling a One Company Supply Chain in a Decentralized EnvironmentMDM & RDM: Enabling a One Company Supply Chain in a Decentralized Environment
MDM & RDM: Enabling a One Company Supply Chain in a Decentralized Environment
 
20160406 orchestra-networks-presentation-cb
20160406 orchestra-networks-presentation-cb20160406 orchestra-networks-presentation-cb
20160406 orchestra-networks-presentation-cb
 
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 Salesforce
 
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...
Informatica Presents: 10 Best Practices for Successful MDM Implementations fr...
 
Reference master data management
Reference master data managementReference master data management
Reference master data management
 
IBM InfoSphere MDM v11 Overview - Aomar BARIZ
IBM InfoSphere MDM v11 Overview - Aomar BARIZIBM InfoSphere MDM v11 Overview - Aomar BARIZ
IBM InfoSphere MDM v11 Overview - Aomar BARIZ
 
Master Data Management
Master Data ManagementMaster Data Management
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
 
The Importance of Master Data Management
The Importance of Master Data ManagementThe Importance of Master Data Management
The Importance of Master Data Management
 
Lean Master Data Management
Lean Master Data ManagementLean Master Data Management
Lean Master Data Management
 
Master Your Data. Master Your Business
Master Your Data. Master Your BusinessMaster Your Data. Master Your Business
Master Your Data. Master Your Business
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 
Master Data Management
Master Data ManagementMaster Data Management
Master Data Management
 
Taming the Raving Rabbids: The Ubisoft MDM Journey
Taming the Raving Rabbids: The Ubisoft MDM JourneyTaming the Raving Rabbids: The Ubisoft MDM Journey
Taming the Raving Rabbids: The Ubisoft MDM Journey
 
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 Management
 
Tips & tricks to drive effective Master Data Management & ERP harmonization
Tips & tricks to drive effective Master Data Management & ERP harmonizationTips & tricks to drive effective Master Data Management & ERP harmonization
Tips & tricks to drive effective Master Data Management & ERP harmonization
 
3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation3 Keys To Successful Master Data Management - Final Presentation
3 Keys To Successful Master Data Management - Final Presentation
 
Présentation IBM InfoSphere MDM 11.3
Présentation IBM InfoSphere MDM 11.3Présentation IBM InfoSphere MDM 11.3
Présentation IBM InfoSphere MDM 11.3
 
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
 
Master Data Management methodology
Master Data Management methodologyMaster Data Management methodology
Master Data Management methodology
 

Destaque

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
 
Driving Multidomain MDM simultaneously to ERP harmonization
Driving Multidomain MDM simultaneously to ERP harmonizationDriving Multidomain MDM simultaneously to ERP harmonization
Driving Multidomain MDM simultaneously to ERP harmonizationOrchestra Networks
 
6 Steps to Bringing a Security Offering to Market
6 Steps to Bringing a Security Offering to Market6 Steps to Bringing a Security Offering to Market
6 Steps to Bringing a Security Offering to MarketContinuum
 
Keeping the Internet Fast and Resilient for You and Your Customers
Keeping the Internet Fast and Resilient for You and Your CustomersKeeping the Internet Fast and Resilient for You and Your Customers
Keeping the Internet Fast and Resilient for You and Your CustomersCloudflare
 
Médecins Sans Frontières/Doctors Without Borders: The Codification Project
Médecins Sans Frontières/Doctors Without Borders: The Codification ProjectMédecins Sans Frontières/Doctors Without Borders: The Codification Project
Médecins Sans Frontières/Doctors Without Borders: The Codification ProjectOrchestra Networks
 
Sonoco Safety Leadership Principles 2014
Sonoco Safety Leadership Principles 2014Sonoco Safety Leadership Principles 2014
Sonoco Safety Leadership Principles 2014Sonoco
 
Filling the Construction Labor Gap
Filling the Construction Labor GapFilling the Construction Labor Gap
Filling the Construction Labor GapProcore Technologies
 
United Technologies, Hands On Reference Data Management For Corporate Finance...
United Technologies, Hands On Reference Data Management For Corporate Finance...United Technologies, Hands On Reference Data Management For Corporate Finance...
United Technologies, Hands On Reference Data Management For Corporate Finance...Orchestra Networks
 
HelloWorld: Avoiding the Penalty
HelloWorld: Avoiding the PenaltyHelloWorld: Avoiding the Penalty
HelloWorld: Avoiding the PenaltyHelloWorld
 
Digital Trust - Tech Vision 2016 Trend 5
Digital Trust - Tech Vision 2016 Trend 5Digital Trust - Tech Vision 2016 Trend 5
Digital Trust - Tech Vision 2016 Trend 5Accenture Technology
 
Vaasan: Product master data consolidation
Vaasan: Product master data consolidationVaasan: Product master data consolidation
Vaasan: Product master data consolidationOrchestra Networks
 
The Digitization of Human Resources
The Digitization of Human ResourcesThe Digitization of Human Resources
The Digitization of Human ResourcesAccenture Technology
 
The Coming of Age for Artificial Intelligence
The Coming of Age for Artificial Intelligence The Coming of Age for Artificial Intelligence
The Coming of Age for Artificial Intelligence Accenture Technology
 
Alteryx investor presentation
Alteryx investor presentationAlteryx investor presentation
Alteryx investor presentationalteryxinvestor
 
AI Boosts Industry Profits - Research
AI Boosts Industry Profits - ResearchAI Boosts Industry Profits - Research
AI Boosts Industry Profits - ResearchAccenture Technology
 
Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3Accenture Technology
 

Destaque (17)

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 Data
 
Driving Multidomain MDM simultaneously to ERP harmonization
Driving Multidomain MDM simultaneously to ERP harmonizationDriving Multidomain MDM simultaneously to ERP harmonization
Driving Multidomain MDM simultaneously to ERP harmonization
 
6 Steps to Bringing a Security Offering to Market
6 Steps to Bringing a Security Offering to Market6 Steps to Bringing a Security Offering to Market
6 Steps to Bringing a Security Offering to Market
 
Keeping the Internet Fast and Resilient for You and Your Customers
Keeping the Internet Fast and Resilient for You and Your CustomersKeeping the Internet Fast and Resilient for You and Your Customers
Keeping the Internet Fast and Resilient for You and Your Customers
 
Médecins Sans Frontières/Doctors Without Borders: The Codification Project
Médecins Sans Frontières/Doctors Without Borders: The Codification ProjectMédecins Sans Frontières/Doctors Without Borders: The Codification Project
Médecins Sans Frontières/Doctors Without Borders: The Codification Project
 
Sonoco Safety Leadership Principles 2014
Sonoco Safety Leadership Principles 2014Sonoco Safety Leadership Principles 2014
Sonoco Safety Leadership Principles 2014
 
Filling the Construction Labor Gap
Filling the Construction Labor GapFilling the Construction Labor Gap
Filling the Construction Labor Gap
 
United Technologies, Hands On Reference Data Management For Corporate Finance...
United Technologies, Hands On Reference Data Management For Corporate Finance...United Technologies, Hands On Reference Data Management For Corporate Finance...
United Technologies, Hands On Reference Data Management For Corporate Finance...
 
HelloWorld: Avoiding the Penalty
HelloWorld: Avoiding the PenaltyHelloWorld: Avoiding the Penalty
HelloWorld: Avoiding the Penalty
 
Digital Trust - Tech Vision 2016 Trend 5
Digital Trust - Tech Vision 2016 Trend 5Digital Trust - Tech Vision 2016 Trend 5
Digital Trust - Tech Vision 2016 Trend 5
 
Vaasan: Product master data consolidation
Vaasan: Product master data consolidationVaasan: Product master data consolidation
Vaasan: Product master data consolidation
 
The Digitization of Human Resources
The Digitization of Human ResourcesThe Digitization of Human Resources
The Digitization of Human Resources
 
The Coming of Age for Artificial Intelligence
The Coming of Age for Artificial Intelligence The Coming of Age for Artificial Intelligence
The Coming of Age for Artificial Intelligence
 
Alteryx investor presentation
Alteryx investor presentationAlteryx investor presentation
Alteryx investor presentation
 
AI Boosts Industry Profits - Research
AI Boosts Industry Profits - ResearchAI Boosts Industry Profits - Research
AI Boosts Industry Profits - Research
 
Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3
 
SlideShare 101
SlideShare 101SlideShare 101
SlideShare 101
 

Semelhante a Multidomain MDM at Amadeus

Amadeus big data
Amadeus big dataAmadeus big data
Amadeus big dataMayank Shah
 
Overcoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyOvercoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyJean-Michel Franco
 
RoMT - Part 2 Marketing Technology Webinar
RoMT - Part 2 Marketing Technology WebinarRoMT - Part 2 Marketing Technology Webinar
RoMT - Part 2 Marketing Technology WebinarSmart Insights
 
What is Business Decision Management?
What is Business Decision Management?What is Business Decision Management?
What is Business Decision Management?Suleiman Shehu
 
InfoTrellis Consulting & Professional Services Overview
InfoTrellis Consulting & Professional Services OverviewInfoTrellis Consulting & Professional Services Overview
InfoTrellis Consulting & Professional Services OverviewMichael Harris
 
Understanding Business Data Analytics
Understanding Business Data AnalyticsUnderstanding Business Data Analytics
Understanding Business Data AnalyticsAlejandro Jaramillo
 
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...
MDM, Data Governance, RDM Solution Providers 'that matter'    analyst field r...MDM, Data Governance, RDM Solution Providers 'that matter'    analyst field r...
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...Aaron Zornes
 
BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019Celonis
 
RGA Master Data Management at TDWI St. Louis
RGA Master Data Management at TDWI St. LouisRGA Master Data Management at TDWI St. Louis
RGA Master Data Management at TDWI St. LouisTDWI St. Louis
 
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...SugarCRM
 
SuperTag Presentation Deck 2014
SuperTag Presentation Deck 2014SuperTag Presentation Deck 2014
SuperTag Presentation Deck 2014Datalicious
 
Sap increase your return on information by focusing on data governance - ma...
Sap   increase your return on information by focusing on data governance - ma...Sap   increase your return on information by focusing on data governance - ma...
Sap increase your return on information by focusing on data governance - ma...Bertille Laudoux
 
Nuummite Consulting - Digital transformation
Nuummite Consulting - Digital transformation Nuummite Consulting - Digital transformation
Nuummite Consulting - Digital transformation Yasser H. Shemeis
 
CRMIT Solutions - An Overview
CRMIT Solutions - An OverviewCRMIT Solutions - An Overview
CRMIT Solutions - An OverviewCRMIT
 
eTeam Dm Service Offerings Introduction
eTeam Dm Service Offerings IntroductioneTeam Dm Service Offerings Introduction
eTeam Dm Service Offerings Introductionbthakur
 
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016
ORCHESTRA -  Gouvernance des donnees et MDM -  Data forum MICROPOLE 2016 ORCHESTRA -  Gouvernance des donnees et MDM -  Data forum MICROPOLE 2016
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016 Micropole Group
 
Streebo Corporate Profile - GS
Streebo Corporate Profile - GSStreebo Corporate Profile - GS
Streebo Corporate Profile - GSSalman Kasbati
 

Semelhante a Multidomain MDM at Amadeus (20)

Amadeus big data
Amadeus big dataAmadeus big data
Amadeus big data
 
Overcoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyOvercoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management Journey
 
RoMT - Part 2 Marketing Technology Webinar
RoMT - Part 2 Marketing Technology WebinarRoMT - Part 2 Marketing Technology Webinar
RoMT - Part 2 Marketing Technology Webinar
 
Digital Asset Management
Digital Asset ManagementDigital Asset Management
Digital Asset Management
 
What is Business Decision Management?
What is Business Decision Management?What is Business Decision Management?
What is Business Decision Management?
 
InfoTrellis Consulting & Professional Services Overview
InfoTrellis Consulting & Professional Services OverviewInfoTrellis Consulting & Professional Services Overview
InfoTrellis Consulting & Professional Services Overview
 
Understanding Business Data Analytics
Understanding Business Data AnalyticsUnderstanding Business Data Analytics
Understanding Business Data Analytics
 
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...
MDM, Data Governance, RDM Solution Providers 'that matter'    analyst field r...MDM, Data Governance, RDM Solution Providers 'that matter'    analyst field r...
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...
 
BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019
 
RGA Master Data Management at TDWI St. Louis
RGA Master Data Management at TDWI St. LouisRGA Master Data Management at TDWI St. Louis
RGA Master Data Management at TDWI St. Louis
 
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...
Flexing Sugar Platform: Session 1 - Boost Your Business by Using your SAP Dat...
 
About IM&C GmbH
About IM&C GmbHAbout IM&C GmbH
About IM&C GmbH
 
SuperTag Presentation Deck 2014
SuperTag Presentation Deck 2014SuperTag Presentation Deck 2014
SuperTag Presentation Deck 2014
 
Aug 2017 damaga-peter-vennel
Aug 2017 damaga-peter-vennelAug 2017 damaga-peter-vennel
Aug 2017 damaga-peter-vennel
 
Sap increase your return on information by focusing on data governance - ma...
Sap   increase your return on information by focusing on data governance - ma...Sap   increase your return on information by focusing on data governance - ma...
Sap increase your return on information by focusing on data governance - ma...
 
Nuummite Consulting - Digital transformation
Nuummite Consulting - Digital transformation Nuummite Consulting - Digital transformation
Nuummite Consulting - Digital transformation
 
CRMIT Solutions - An Overview
CRMIT Solutions - An OverviewCRMIT Solutions - An Overview
CRMIT Solutions - An Overview
 
eTeam Dm Service Offerings Introduction
eTeam Dm Service Offerings IntroductioneTeam Dm Service Offerings Introduction
eTeam Dm Service Offerings Introduction
 
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016
ORCHESTRA -  Gouvernance des donnees et MDM -  Data forum MICROPOLE 2016 ORCHESTRA -  Gouvernance des donnees et MDM -  Data forum MICROPOLE 2016
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016
 
Streebo Corporate Profile - GS
Streebo Corporate Profile - GSStreebo Corporate Profile - GS
Streebo Corporate Profile - GS
 

Mais de Orchestra Networks

Sabre: Mastering a strong foundation for operational excellence and enhanced ...
Sabre: Mastering a strong foundation for operational excellence and enhanced ...Sabre: Mastering a strong foundation for operational excellence and enhanced ...
Sabre: Mastering a strong foundation for operational excellence and enhanced ...Orchestra Networks
 
Plateforme du Bâtiment: Product Master Data Management
Plateforme du Bâtiment: Product Master Data ManagementPlateforme du Bâtiment: Product Master Data Management
Plateforme du Bâtiment: Product Master Data ManagementOrchestra Networks
 
Netspend: Maintaining "High Operations Tempo" via Multidomain MDM
Netspend: Maintaining "High Operations Tempo" via Multidomain MDMNetspend: Maintaining "High Operations Tempo" via Multidomain MDM
Netspend: Maintaining "High Operations Tempo" via Multidomain MDMOrchestra Networks
 
Axpo Trading: Master Data Management in the Energy Sector
Axpo Trading: Master Data Management in the Energy SectorAxpo Trading: Master Data Management in the Energy Sector
Axpo Trading: Master Data Management in the Energy SectorOrchestra Networks
 
SBM Offshore: How MDM is changing our way of working
SBM Offshore: How MDM is changing our way of workingSBM Offshore: How MDM is changing our way of working
SBM Offshore: How MDM is changing our way of workingOrchestra Networks
 
Beyond Oracle EPM metadata synchronization
Beyond Oracle EPM metadata synchronizationBeyond Oracle EPM metadata synchronization
Beyond Oracle EPM metadata synchronizationOrchestra Networks
 
Mastering Oracle® Hyperion EPM Metadata in a distributed organization
Mastering Oracle® Hyperion EPM Metadata in a distributed organizationMastering Oracle® Hyperion EPM Metadata in a distributed organization
Mastering Oracle® Hyperion EPM Metadata in a distributed organizationOrchestra Networks
 
MDM Institute: Why is Reference data mission critical now?
MDM Institute: Why is Reference data mission critical now?MDM Institute: Why is Reference data mission critical now?
MDM Institute: Why is Reference data mission critical now?Orchestra Networks
 
Accurate BI &MDM Lead to successful Project Execution!
Accurate BI &MDM Lead to successful Project Execution!Accurate BI &MDM Lead to successful Project Execution!
Accurate BI &MDM Lead to successful Project Execution!Orchestra Networks
 
Technip Multidomain MDM Journey
Technip Multidomain MDM JourneyTechnip Multidomain MDM Journey
Technip Multidomain MDM JourneyOrchestra Networks
 
Understanding Reference Data with Aaron Zornes
Understanding Reference Data with Aaron ZornesUnderstanding Reference Data with Aaron Zornes
Understanding Reference Data with Aaron ZornesOrchestra Networks
 
UKOUG 2012 Metadata Management for Oracle Hyperion EPM
UKOUG 2012 Metadata Management for Oracle Hyperion EPMUKOUG 2012 Metadata Management for Oracle Hyperion EPM
UKOUG 2012 Metadata Management for Oracle Hyperion EPMOrchestra Networks
 

Mais de Orchestra Networks (14)

Sabre: Mastering a strong foundation for operational excellence and enhanced ...
Sabre: Mastering a strong foundation for operational excellence and enhanced ...Sabre: Mastering a strong foundation for operational excellence and enhanced ...
Sabre: Mastering a strong foundation for operational excellence and enhanced ...
 
Plateforme du Bâtiment: Product Master Data Management
Plateforme du Bâtiment: Product Master Data ManagementPlateforme du Bâtiment: Product Master Data Management
Plateforme du Bâtiment: Product Master Data Management
 
Netspend: Maintaining "High Operations Tempo" via Multidomain MDM
Netspend: Maintaining "High Operations Tempo" via Multidomain MDMNetspend: Maintaining "High Operations Tempo" via Multidomain MDM
Netspend: Maintaining "High Operations Tempo" via Multidomain MDM
 
Amadeus: Multidomain MDM
Amadeus: Multidomain MDMAmadeus: Multidomain MDM
Amadeus: Multidomain MDM
 
Axpo Trading: Master Data Management in the Energy Sector
Axpo Trading: Master Data Management in the Energy SectorAxpo Trading: Master Data Management in the Energy Sector
Axpo Trading: Master Data Management in the Energy Sector
 
SBM Offshore: How MDM is changing our way of working
SBM Offshore: How MDM is changing our way of workingSBM Offshore: How MDM is changing our way of working
SBM Offshore: How MDM is changing our way of working
 
Beyond Oracle EPM metadata synchronization
Beyond Oracle EPM metadata synchronizationBeyond Oracle EPM metadata synchronization
Beyond Oracle EPM metadata synchronization
 
Mastering Oracle® Hyperion EPM Metadata in a distributed organization
Mastering Oracle® Hyperion EPM Metadata in a distributed organizationMastering Oracle® Hyperion EPM Metadata in a distributed organization
Mastering Oracle® Hyperion EPM Metadata in a distributed organization
 
MDM Institute: Why is Reference data mission critical now?
MDM Institute: Why is Reference data mission critical now?MDM Institute: Why is Reference data mission critical now?
MDM Institute: Why is Reference data mission critical now?
 
Accurate BI &MDM Lead to successful Project Execution!
Accurate BI &MDM Lead to successful Project Execution!Accurate BI &MDM Lead to successful Project Execution!
Accurate BI &MDM Lead to successful Project Execution!
 
Technip Multidomain MDM Journey
Technip Multidomain MDM JourneyTechnip Multidomain MDM Journey
Technip Multidomain MDM Journey
 
Understanding Reference Data with Aaron Zornes
Understanding Reference Data with Aaron ZornesUnderstanding Reference Data with Aaron Zornes
Understanding Reference Data with Aaron Zornes
 
UKOUG 2012 Metadata Management for Oracle Hyperion EPM
UKOUG 2012 Metadata Management for Oracle Hyperion EPMUKOUG 2012 Metadata Management for Oracle Hyperion EPM
UKOUG 2012 Metadata Management for Oracle Hyperion EPM
 
MDM for Oracle Hyperion EPM
MDM for Oracle Hyperion EPMMDM for Oracle Hyperion EPM
MDM for Oracle Hyperion EPM
 

Último

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxfnnc6jmgwh
 
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks  and Compliance Requirements i...Abdul Kader Baba- Managing Cybersecurity Risks  and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...itnewsafrica
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfIngrid Airi González
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentPim van der Noll
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Kaya Weers
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationKnoldus Inc.
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...itnewsafrica
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsRavi Sanghani
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructureitnewsafrica
 

Último (20)

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
 
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks  and Compliance Requirements i...Abdul Kader Baba- Managing Cybersecurity Risks  and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdf
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog Presentation
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and Insights
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
 

Multidomain MDM at Amadeus

  • 1. Multidomain MDM Gartner MDM Summit 2014 Jean-Michel Collomb Enterprise Architect MDM Program Manager ©2013AmadeusITGroupSA
  • 2. ©2013AmadeusITGroupSA Page 2 Index _ Amadeus presentation _ MDM Program Overview _ Workforce MDM _ Product MDM _ Reference Data Management _ Conclusion and advices 1 2 3 4 5 6 7
  • 4. Our solutions facilitate journeys and enrich the travel experience for hundreds of millions of people every year. to shape the future of travel ©2014AmadeusITGroupSA Page 4 We are working together with our customers and partners We have a clear purpose
  • 5. Amadeus is a technology company dedicated to the global travel industry. We are present in 195 countries with a worldwide team of more than 11,000 people. Our solutions help improve the business performance of travel agencies, corporations, airlines, airports, hotels, railways and more. ©2014AmadeusITGroupSA Page 5 Amadeus in a few words
  • 7. Page 7 Connecting the travel industry ©2014AmadeusITGroupSA
  • 8. Page 8 We support the traveller life cycle Post-trip On trip Pre-trip Book Shop Inspire ©2014AmadeusITGroupSA
  • 10. ©2013AmadeusITGroupSA Page 10 MDM Program Scope Workforce • Employee • Organization • Location Product • Product • Project • Service • Application Customer • Account • Contact • Groups • Contract Vendor • Vendor • Supplier • Partners Reference • Geography: Countries, Cities,… • Commercial structure • Airports, Airlines,… • .. Complexity Priority
  • 11. ©2013AmadeusITGroupSA Page 11 MDM Program Roadmap 2013 2014 2015 Workforce domain Product domain Customer domain Reference data Workforce Data Basic Employee data – Contributors – Comp. & ben. MDM for Product & Service Data Product – Project - Service - … MDM for Customer Data MDM for Reference Data
  • 15. ©2013AmadeusITGroupSA Page 15 Workforce MDM Problem statement  Problem statement: Workforce data cannot be used globally for analysis and decision making because of poor quality. Main quality issues with Workforce Data: • Heterogeneous data: ACOs/Sites/Regions are using different definitions, different values for the same data. • Example: Employee Group/SubGroup used to categorize employee activity/inactivity • Incomplete data: ACOs/Sites/Regions are not always filling and maintaining all workforce data • Example: Birth date, gender, nationality… is missing • Inconsistent data: ACOs/Sites/Regions do not always follow the same rules for data maintenance • Example: ‘Retired’ employee still seen as ‘active’  Top down approach for a global MDM and Data Governance process :  Define the Workforce data globally at company level  Improve and Measure the quality of the data
  • 16. ©2013AmadeusITGroupSA Page 16 Workforce MDM Data Governance _ The Data Dictionary is the result of the Data Governance process, it contains the definition of all Workforce related data approved by all stakeholders. _ It also include data quality rules and metrics. Business Stakeholders Data Experts MDM Core Team Review Approve Contribute Review Contribute Publish
  • 17. ©2013AmadeusITGroupSA Page 17 Workforce MDM Data Maintenance Amadeus Businesses Data Managers MDM Core team Data quality analysis Amadeus data Data Quality dashboard Data stewards DIS … Fix data quality “non compliances” support Analyze data quality metrics & KPIs Define priorities support Dispatch and monitor data stewardship activities Amadeus Businesses _ The Data Quality Dashboard reflects the level of compliance of data against the quality rules defined by the Data Governance. _ The Data Manager is driving the data stewardship (maintenance) activities. _ The Data Stewards (Businesses, R&D,…) are either correcting the data to comply with the data Dictionary, or providing the necessary information to align the data with the data Dictionary
  • 20. ©2013AmadeusITGroupSA Page 20 Workforce MDM Employee details with Data Quality non-compliance
  • 22. ©2013AmadeusITGroupSA Page 22 Product MDM Multiple facets of Product Data in Amadeus Common Product View Product Management View Marketing/Sales View Branding View Operations View Development/PMO View
  • 23. ©2013AmadeusITGroupSA Page 23 Product MDM Key Objectives  Setup a Data Governance process to build a common understanding of the multiple facets of Products and enforce the changes in business processes and solutions to align with it.  Deploy a solution that can rapidly improve the quality of Product data, guaranteeing its integrity over time and organizational changes, and provide a unique referential for all businesses.  Make the Product data available to enable the full Amadeus Organisation to base their decisions regarding Product on reliable facts.
  • 24. ©2013AmadeusITGroupSA Page 24 Product MDM Approach _ Leverage Existing Initiatives: • Finance “Product Profitability” • New CRM • Marketing “Product Essentials” _ Investigation phase • Validate approach _ Bottom up, Iterative, non disruptive implementation • Iteration 1: Product Cycle Solutions • Iteration 2: CRM Sales, Ordering/Billing • Iteration 3: Help Desk, Training, Operations
  • 26. ©2013AmadeusITGroupSA Page 26 Reference Data Management _ Geographic Referential • Countries / Regions (ISO) • Amadeus Legal Entities • Airports, Locations (IATA, ICAO,…) _ Commercial Structure • Market hierarchies • Distribution Channels _ Currencies, Unit measures... • …
  • 28. ©2013AmadeusITGroupSA Page 28 Conclusion and advices… 1. High level (exec) sponsorship is mandatory for the success of any MDM Project  Do not under estimate resistance to change 2. Start small and achieve significant business value, get buy-in and expend MDM usage.  Start with a business case that is visible and achievable in a reasonable timeframe and budget  Mitigate risks of disruption on existing products / processes 3. Bottom up initiatives (Proto, PoC), focusing on small use case, can contribute on Data Quality and MDM awareness.  Help stakeholder understand how their DQ problems can be solved by MDM, get their buy in.  Switch to a Top down approach when awareness is there. 4. Manage expectations carefully  Data Quality of often the root cause of wider problems  MDM is often just an enabler for other projects that bring the real value to the Business stakeholders
  • 29. ©2013AmadeusITGroupSA Thank you You can follow us on: AmadeusITGroup amadeus.com/blog amadeus.com