SlideShare a Scribd company logo
“Top 10” Best Practices
    for Successful MDM Implementations
             from MDM Experts


                                11-Oct-2012



                               Presented by:




1
Speakers




  Aaron Zornes             Ravi Shankar
Chief Research Officer      Vice President
 The MDM Institute       MDM Product Marketing
“Top 10” Best Practices

    1. Support Multiple                         6. Integrate Flexible
       Business Data                               Master Data
       Domains                                     Governance
    2. Automatically                            7. Plan Multiple
       Generate Web                                Deployment Modes
       Services, UI                             8. Integrate Social
    3. Start Small & Scale                         Data
    4. Create Best Version                      9. Enable Mobile MDM
       of Truth                                 10.Leverage Big Data
    5. Support Reference                           MDM
       Data Management


The MDM Institute   www.The-MDM-Institute.com
1. Support Multiple Business Data
         Domains

   Through 2012, corporate MDM platform evaluation
    teams will assume (and insist) that all MDM software
    platforms targeted for enterprise-level deployment or
    major role in mission-critical systems fully support both
    PARTY & THING entity types
   By 2015, all operational CDI hub vendors will add "PIM
    light" capabilities, and all PIM vendors will add B2C
    PARTY entity




MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
1. Support Multiple Business Data
            Domains With a Flexible Data Model

      Through 2012, corporate MDM platform evaluation
       teams will assume (and insist) that all MDM software
       platforms targeted for enterprise-level deployment or
       major role in mission-critical systems fully support both
       PARTY & THING entity types
      By 2015, all operational CDI hub vendors will add "PIM
       light" capabilities, and all PIM vendors will add B2C
       PARTY entity
                 Customer Data        Affiliation Data     Product Data        List Prices and
                  (April 2007)       (December 2007)      (Med Devices)     Sales Alignment Data
                                                         (January 2008)   (Med Devices) (July 2008)




Flexible Multidomain Data Model Allows You To:                                                        Adapts to
• Adapt to your business requirements and data model                                                    Your
                                                                                                       DATA
• Does not force you to adapt to fixed, vendor-defined data model
   MDM MILESTONE



   The MDM Institute    www.The-MDM-Institute.com
Poll Question #1: Please respond now!
For your current MDM project, are you planning to
master one data domain or many?
• One
• Two
• Three or more
• Don’t know yet




                                                    6
2. Automatically Generate Web
         Services and UI Elements

    Generate granular web services automatically and create
     higher-level composite services for rapid integration
    Generate UI elements automatically from data model
     definitions
    Reuse business rules across unified MDM, data integration
     and data quality on a single platform




The MDM Institute   www.The-MDM-Institute.com
2. Automatically Generate Web
              Services and UI Elements

        Generate granular web services automatically and create
         higher-level composite services for rapid integration
        Generate UI elements automatically from data model
         definitions
        Reuse business rules across unified MDM, data integration
         and data quality on a single platform
  Customer         Product
        Organization
        Data Model                             Services        User Interface


Automatically Generated Services and User Interface:                      Adapts to
• Delivers value in weeks in every phase of your project                    Your
                                                                          PROJECT
• Does not delay your project to years and risk cancellation


   The MDM Institute         www.The-MDM-Institute.com
3. Start Small and Scale


    Extend the data model to include any other data domains
     and solutions
    Regenerate services
    Configure workflow to adapt to increased data governance
     scope
    Better interoperability with existing architecture




The MDM Institute   www.The-MDM-Institute.com
3. Start Small and Scale with a
           Platform Approach to MDM

      Extend the data model to include any other data domains
       and solutions
      Regenerate services
      Configure workflow to adapt to increased data governance
       scope
      Better interoperability with existing architecture
                                                     3
                                          2
              1


Using same platform to scale to other business problems:         Adapts to
• Leverages your existing investments as business needs evolve     Your
                                                                 BUSINESS
• Does not increase your TCO by requiring additional MDM apps


  The MDM Institute   www.The-MDM-Institute.com
Poll Question #2: Please respond now!
Is it important for you to be able to use your own
data models or industry-specific data models?
• Use my own data model
• Use industry-specific data model
• Use a combination of the two
• Not sure yet




                                                     11
4. Create Best Version of Truth


   Consolidate duplicate data into best version of the truth
    (BVT)
   MDM vendors will make available multiple BVT to support
    the needs of different business users – marketing, sales,
    finance, etc.
   Through 2012, registry-style MDM solutions will find favor
    in industries where data is legally or physically too difficult
    to consolidate into physical hub -- esp. government, US
    healthcare)



MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
4. Create Best Version of Truth With
          Cell-Level Merge

    Consolidate duplicate data into best version of the truth
     (BVT)
    MDM vendors will make available multiple BVT to support
     the needs of different business users – marketing, sales,
     finance, etc.
    Through 2012, registry-style MDM solutions will find favor
        Master Record
     in industries where data is legally or physically too difficult
     to consolidate into physical hub -- esp. government, US
                     Party Name              Public   Domicil     Industr     As of Date Total Assets Liquid Assets    Equity Credit Rating
                                                        e            y
            IXIS Corporate & Investment        Y                             1/31/2006       $207,059       $190,157   $3,342       AAA-

     healthcare)       Bank
                    UnionBanCal
                                               Y
                                                      France
                                                       USA
                                                                   6021
                                                                   6021
                                                                             3/27/2006       $207,059       $190,157   $3,342       AA-

                                               Y                             4/15/2006       $481,741       $383,522 $40,666        AAA
             General Electric Company                  USA         3511

                     Name_Full                  SWIFT #                ADDR1               CITY       ADDR4   ADDR5       COUNTRY
              Union Bank of California        308-03-8500       Elm and Carlton Streets Minneapolis    MN     50423         USA
              General Electric Company        005-10-4640          123 Main Street     New Haven       CT     14263         USA
          IXIS Corporate & Investment Bank    917-13-8500        57, rue du Foubourg       Paris              75003        France
    CRM
MDM MILESTONE



The MDM Institute      www.The-MDM-Institute.com
5. Ensure MDM Supports Your
         Reference Data Needs

    During 2012-13, reference data will emerge as a key
     entry point for enterprises & in turn influence choice of
     MDM for Customer, Product & other domains
    Concurrently, every MDM vendor will rush to market
     RDM solutions to apply MDM approach for centralized
     governance, stewardship & control
    By 2013-14, large enterprises will also mandate that
     Reference Data be part of MDM platform native entities



MDM MILESTONE




The MDM Institute   www.The-MDM-Institute.com
5. Ensure MDM Supports Your
           Reference Data Needs

     During 2012-13, reference data will emerge as a key
      entry point for enterprises & in turn influence choice of
      MDM for Customer, Product & other domains
    Concurrently, every MDM vendor will rush to market
      RDM solutions to apply MDM approach for centralized
      governance, stewardship & control
    By 2013-14, large enterprises will also mandate that
      Reference Data be part of MDM platform native entities
Nonprofit healthcare provider uses multidomain master
data management (MDM) to create single source of
ICD-10 master data, streamline reimbursements, and
maximize return on data.
  MDM MILESTONE




  The MDM Institute   www.The-MDM-Institute.com
6. Integrate Flexible Master Data
         Governance

   Through 2012, most enterprises will struggle with
    enterprise MDG as they initially focus on customer,
    vendor, or product; integrated MDG that includes E2E
    data lifecycle will be mandated as 1st phase deliverable
   By 2014-15, vendor MDM solutions will finally move from
    “passive-aggressive MDG” mode to “proactive MDG”




MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
6. Integrate Flexible Master Data
         Governance

   Through 2012, most enterprises will struggle with
    enterprise MDG as they initially focus on customer,
    vendor, or product; integrated MDG that includes E2E
    data lifecycle will be mandated as 1st phase deliverable
   By 2014-15, vendor MDM solutions will finally move from
    “passive-aggressive MDG” mode to “proactive MDG”



                               Customer
                                             Order Entry
                               and                                        Informatica
                               Affiliation                     Data          MDM
                               Master Data                   Steward
                                                           (Data Owner)   System of
                                             Contracting                   Record


MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
7. Plan to Deploy Multiple Modes –
         On-premise, Cloud, Hybrid

   During 2012, cloud-enabled MDM will attract small- &
    mid-sized businesses as a means to engage in MDM
   Through 2013-14, cloud-integrated apps arrive via SFDC,
    however, enterprises will wrestle with data integration
    issues between on-premise & cloud
   By 2014-15, cloud-innate services for DQ & MDG will be
    more prevalent; however, Enterprise MDM will remain
    “on premise” with increasing integration to public Cloud
    applications



MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
7. Plan to Deploy Multiple Modes –
             On-premise, Cloud, Hybrid

   During 2012, cloud-enabled MDM will attract small- &
    mid-sized businesses as a means to engage in MDM
   Through 2013-14, cloud-integrated apps arrive via SFDC,
    however, enterprises will wrestle with data integration
    issues between on-premise & cloud
   By 2014-15, cloud-innate services for DQ & MDG will be
                          On-premise MDM
    more prevalent; however,multidomain, anyMDM willtarget, operational
                          • For
                                Enterprise source, any remain
    “on premise” with increasing integration to public Cloud
                            and analytical use cases
    applications         MDM as a Service – Cloud MDM
On premise            Cloud
                                       • For Salesforce.com

                                       Hybrid MDM – On-premise / Cloud
             Hybrid                    • Support cross-enterprise, cross-instance business
MDM MILESTONE                            processes


The MDM Institute     www.The-MDM-Institute.com
8. Plan to integrate Social Data


   MDM maintaining the master customer profile data will be
    key integration point btwn Social CRM & big data analytics
   During 2012, businesses will evaluate integration of social
    data for sales, marketing, and support processes; use
    MDM for identity resolution
   Through 2013-14, MDM, data integration enabling social
    data arrive via Facebook apps, Twitter, etc.; Enterprises
    will begin integrating social data with on-premise CRM,
    SFDC




MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
8. Plan to integrate Social Data to
         Gain Complete Customer View

   MDM maintaining the master customer profile data will be
    key integration point btwn Social CRM & big data analytics
   During 2012, businesses will evaluate integration of social
    data for sales, marketing, and support processes; use
    MDM for identity resolution
   Through 2013-14, MDM, data integration enabling social
    data arrive via FacebookDeeper understanding of
                              apps, Twitter, etc.; Enterprises
    will begin integrating social data with on-premise CRM,
                              customer likes and dislikes
    SFDC                    View social graph; understand
                              network of influence
                            Track social interactions
                              about product and company
MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
9. Enable Mobile MDM for the Sales
         Force

    During 2012-13, Businesses are arming business users
     with mobile devices for increased productivity and
     mobility; Business users access master data “on the go”,
     where ever they are
    By 2013-14, Mobile MDM needs to support location-
     based services and available on iOS and Android devices




The MDM Institute   www.The-MDM-Institute.com
9. Enable Mobile MDM for the Sales
         Force With Mobile MDM App

    During 2012-13, Businesses are arming business users
     with mobile devices for increased productivity and
     mobility; Business users access master data “on the go”,
     where ever they are
    By 2013-14, Mobile MDM needs to support location-
     based services and available on iOS and Android devices




                                         Enable the Mobile workforce
                                         • See location-based view of the customer
                                         • View customer Transaction and Social
                                            Data
The MDM Institute   www.The-MDM-Institute.com
10. Leverage Big Data for Very Large
         Data Sets

   During 2012, performance of all major aspects of base
    MDM functionality will benefit from performance-
    enhancing capabilities of big memory configurations —
    from batch loading of MDM hubs to identity resolution to
    operational updates
   Through 2013, big data will repatriate itself into the MDM
    fabric via registry overlays as yet another source
   By 2014-15, very large enterprises (fin svcs, gov’t) will
    be looking for real-time MDM flows & scaling of MDM
    solutions via the elasticity of Cloud-based solutions, in-
    memory cache databases, i.e., the next-generation of
    ETL/MDM
MDM MILESTONE



The MDM Institute   www.The-MDM-Institute.com
10. Leverage Big Data for Very Large
            Data Sets

        During 2012, performance of all major aspects of base
         MDM functionality will benefit from performance-
         enhancing capabilities of big memory configurations —
         from batch loading of MDM hubs to identity resolution to
         operational updates
    Through 2013, big data will repatriate itself into the MDM
         fabric via registry overlays as yet another source
                             Intelligence
2 Billion
    By 2014-15, very large enterprises Hadoop (or similar) will
                               Agency     • Leverage (fin svcs, gov’t)
         be looking for real-time MDM Big Data& scaling entity resolution
             Search Engine                  infrastructure to solve
                                               flows                of MDM
  Records




               Company     Credit           in
         solutions via the elasticity of Cloud-based solutions, in-
                           Bureau
                                            Large batch deduplication
         memory cache databases, •i.e., the next-generation of
         ETL/MDM                          • Social Media analysis
                     Velocity
  MDM MILESTONE



 The MDM Institute    www.The-MDM-Institute.com
Next Steps
Download Demo                         Ask Questions
 Flexible Business-Model Driven MDM    Informatica MDM LinkedIn Group




        Aaron Zornes                          Ravi Shankar
 Founder & Chief Research Officer        VP, MDM Product Marketing
       The MDM Institute                        Informatica
      www.the-MDM-Institute.com           www.informatica.commdm
        aaron.zornes@tcdii.com             RaShankar@informatica.com

              @azornes                          @Ravi_Shankar_



                                                                        26
MDM & Data Governance Summit Conferences
     MDM & Data Governance Summit New York
         Marriott Marquis NYC Times Square ▪ October 14-16
                MDM & Data Governance Summit Americas
               Marriott Marquis NYC Times Square ▪ October 14-16
                MDM & Data Governance Summit Singapore
                   Marina Bay Sands Resort ▪ December 4-5
                MDM & Data Governance Summit Shanghai
             Shanghai International Convention Center ▪ March 2013
                 MDM & Data Governance Summit Europe
                 Radisson BLU – London ▪ April 15-17-15, 2013
               MDM & Data Governance Summit Asia-Pacific
              Four Points Darling Harbour– Sydney ▪ May 20-21, 2013
                     MDM & Data Governance Tokyo
                    Belle Salle Kanda– Tokyo ▪ June 14, 2013
              MDM & Data Governance Summit San Francisco
                Hyatt Embarcadero – San Francisco ▪ June 2013
                 MDM & Data Governance Summit Canada
                      The Carlu – Toronto ▪ June 27-28

“More MDM programs get their successful start at MDM
  & Data Governance Summits than anywhere else”

                                                                      27

More Related Content

PPT
5 Level of MDM Maturity
PPTX
Master Data Management
PPTX
Master Data Management methodology
PDF
Ebook - The Guide to Master Data Management
PDF
Reference master data management
PDF
Master Data Management - Aligning Data, Process, and Governance
PPTX
Informatica MDM Presentation
PDF
Master data management
5 Level of MDM Maturity
Master Data Management
Master Data Management methodology
Ebook - The Guide to Master Data Management
Reference master data management
Master Data Management - Aligning Data, Process, and Governance
Informatica MDM Presentation
Master data management

What's hot (20)

PDF
Data Vault Introduction
PDF
Best Practices in Metadata Management
PPT
MDM Strategy & Roadmap
PPT
Gartner: Master Data Management Functionality
PPTX
Business Intelligence - Conceptual Introduction
PDF
Mdm: why, when, how
PDF
Modern Metadata Strategies
PDF
Data Management vs. Data Governance Program
PDF
8 Steps to Creating a Data Strategy
PPT
Master Data Management
PDF
Introduction to Data Governance
PDF
Lessons in Data Modeling: Data Modeling & MDM
PDF
The what, why, and how of master data management
PPT
Introduction to Business Intelligence
PPSX
Requirements for a Master Data Management (MDM) Solution - Presentation
PDF
Preparing For a Master Data Management Implemenation
PDF
The Business Value of Metadata for Data Governance
PDF
Building a Data Governance Strategy
PDF
Data Management, Metadata Management, and Data Governance – Working Together
PDF
Data Governance and Metadata Management
Data Vault Introduction
Best Practices in Metadata Management
MDM Strategy & Roadmap
Gartner: Master Data Management Functionality
Business Intelligence - Conceptual Introduction
Mdm: why, when, how
Modern Metadata Strategies
Data Management vs. Data Governance Program
8 Steps to Creating a Data Strategy
Master Data Management
Introduction to Data Governance
Lessons in Data Modeling: Data Modeling & MDM
The what, why, and how of master data management
Introduction to Business Intelligence
Requirements for a Master Data Management (MDM) Solution - Presentation
Preparing For a Master Data Management Implemenation
The Business Value of Metadata for Data Governance
Building a Data Governance Strategy
Data Management, Metadata Management, and Data Governance – Working Together
Data Governance and Metadata Management
Ad

Viewers also liked (14)

PDF
5 Steps To Master Data Management
PDF
How to identify the correct Master Data subject areas & tooling for your MDM...
PDF
Retail pro prism mobile pos
PDF
PC Management, MAM, MDM, EMM, Data and Files Management, Identity Management....
PPTX
informatica mdm training | best informatica mdm Online training - GOT
PDF
Unlocking Success in the 3 Stages of Master Data Management
PPTX
Informatica mdm online training
PDF
Présentation Micropole - Pascal Anthoine - Forum MDM 2014
PDF
DATA FORUM MICROPOLE 2015 - Atelier Orchestra
PPT
Mdm And Ref Data
PPTX
10 Worst Practices in Master Data Management
 
PPTX
[Fr] Information builders - MDM et Big Data
PDF
Gradoop: Scalable Graph Analytics with Apache Flink @ Flink & Neo4j Meetup Be...
PPTX
National Bank MDM Initiative
5 Steps To Master Data Management
How to identify the correct Master Data subject areas & tooling for your MDM...
Retail pro prism mobile pos
PC Management, MAM, MDM, EMM, Data and Files Management, Identity Management....
informatica mdm training | best informatica mdm Online training - GOT
Unlocking Success in the 3 Stages of Master Data Management
Informatica mdm online training
Présentation Micropole - Pascal Anthoine - Forum MDM 2014
DATA FORUM MICROPOLE 2015 - Atelier Orchestra
Mdm And Ref Data
10 Worst Practices in Master Data Management
 
[Fr] Information builders - MDM et Big Data
Gradoop: Scalable Graph Analytics with Apache Flink @ Flink & Neo4j Meetup Be...
National Bank MDM Initiative
Ad

Similar to Informatica Presents: 10 Best Practices for Successful MDM Implementations from MDM Experts (20)

PDF
G10.2012 magic quadrant for master data management (mdm) of customer data s...
PPT
MDM SUMMIT Asia-Pacific 2009 Conference Keynote Aaron Zornes (Sydney April ...
PPT
Industry Analyst Perspective - what does the next generation of MDM look like...
PDF
Ibm based mdm poc
PPT
IBM InfoSphere MDM v11 Overview - Aomar BARIZ
PPTX
DMA 2014: 6 Steps to Integrate Your Big Data
PDF
Whitepaper Multidomain Mdm
PPT
Analyst field reports on top 20 MDM and Data Governance implementation partne...
PPT
Pi replacement architecture options
PDF
Using Master Data in Business Intelligence
PDF
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016
PPT
Analyst field reports on top 10 data governance solutions - Aaron Zornes (NYC...
PPT
Analyst field reports on top 10 RDM solutions - Aaron Zornes (NYC 2021)
PDF
IT6701 Information Management - Unit III
PPTX
The Myth of Being "Ready" for MDM
PDF
Making Information Management The Foundation Of The Future (Master Data Manag...
PPT
Analyst field reports on top 10 data governance solutions aaron zornes (nyc...
PPT
09 mdm tool comaprison
PDF
Big Data Management: A Unified Approach to Drive Business Results
PPT
Master Data Management: An Enterprise’s Key Asset to Bring Clean Corporate Ma...
G10.2012 magic quadrant for master data management (mdm) of customer data s...
MDM SUMMIT Asia-Pacific 2009 Conference Keynote Aaron Zornes (Sydney April ...
Industry Analyst Perspective - what does the next generation of MDM look like...
Ibm based mdm poc
IBM InfoSphere MDM v11 Overview - Aomar BARIZ
DMA 2014: 6 Steps to Integrate Your Big Data
Whitepaper Multidomain Mdm
Analyst field reports on top 20 MDM and Data Governance implementation partne...
Pi replacement architecture options
Using Master Data in Business Intelligence
ORCHESTRA - Gouvernance des donnees et MDM - Data forum MICROPOLE 2016
Analyst field reports on top 10 data governance solutions - Aaron Zornes (NYC...
Analyst field reports on top 10 RDM solutions - Aaron Zornes (NYC 2021)
IT6701 Information Management - Unit III
The Myth of Being "Ready" for MDM
Making Information Management The Foundation Of The Future (Master Data Manag...
Analyst field reports on top 10 data governance solutions aaron zornes (nyc...
09 mdm tool comaprison
Big Data Management: A Unified Approach to Drive Business Results
Master Data Management: An Enterprise’s Key Asset to Bring Clean Corporate Ma...

More from DATAVERSITY (20)

PDF
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
PDF
Data at the Speed of Business with Data Mastering and Governance
PDF
Exploring Levels of Data Literacy
PDF
Building a Data Strategy – Practical Steps for Aligning with Business Goals
PDF
Make Data Work for You
PDF
Data Catalogs Are the Answer – What is the Question?
PDF
Data Catalogs Are the Answer – What Is the Question?
PDF
Data Modeling Fundamentals
PDF
Showing ROI for Your Analytic Project
PDF
How a Semantic Layer Makes Data Mesh Work at Scale
PDF
Is Enterprise Data Literacy Possible?
PDF
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
PDF
Emerging Trends in Data Architecture – What’s the Next Big Thing?
PDF
Data Governance Trends - A Look Backwards and Forwards
PDF
Data Governance Trends and Best Practices To Implement Today
PDF
2023 Trends in Enterprise Analytics
PDF
Data Strategy Best Practices
PDF
Who Should Own Data Governance – IT or Business?
PDF
Data Management Best Practices
PDF
MLOps – Applying DevOps to Competitive Advantage
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Data at the Speed of Business with Data Mastering and Governance
Exploring Levels of Data Literacy
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Make Data Work for You
Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What Is the Question?
Data Modeling Fundamentals
Showing ROI for Your Analytic Project
How a Semantic Layer Makes Data Mesh Work at Scale
Is Enterprise Data Literacy Possible?
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends and Best Practices To Implement Today
2023 Trends in Enterprise Analytics
Data Strategy Best Practices
Who Should Own Data Governance – IT or Business?
Data Management Best Practices
MLOps – Applying DevOps to Competitive Advantage

Recently uploaded (20)

PPTX
PA Analog/Digital System: The Backbone of Modern Surveillance and Communication
PDF
Reach Out and Touch Someone: Haptics and Empathic Computing
PPT
“AI and Expert System Decision Support & Business Intelligence Systems”
PPTX
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
PPTX
Effective Security Operations Center (SOC) A Modern, Strategic, and Threat-In...
PDF
Encapsulation_ Review paper, used for researhc scholars
PPTX
MYSQL Presentation for SQL database connectivity
PDF
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
PDF
Advanced methodologies resolving dimensionality complications for autism neur...
PPTX
A Presentation on Artificial Intelligence
PDF
Unlocking AI with Model Context Protocol (MCP)
PPTX
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
DOCX
The AUB Centre for AI in Media Proposal.docx
PDF
Spectral efficient network and resource selection model in 5G networks
PDF
NewMind AI Weekly Chronicles - August'25 Week I
PDF
Architecting across the Boundaries of two Complex Domains - Healthcare & Tech...
PDF
The Rise and Fall of 3GPP – Time for a Sabbatical?
PDF
Blue Purple Modern Animated Computer Science Presentation.pdf.pdf
PPTX
20250228 LYD VKU AI Blended-Learning.pptx
PDF
7 ChatGPT Prompts to Help You Define Your Ideal Customer Profile.pdf
PA Analog/Digital System: The Backbone of Modern Surveillance and Communication
Reach Out and Touch Someone: Haptics and Empathic Computing
“AI and Expert System Decision Support & Business Intelligence Systems”
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
Effective Security Operations Center (SOC) A Modern, Strategic, and Threat-In...
Encapsulation_ Review paper, used for researhc scholars
MYSQL Presentation for SQL database connectivity
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
Advanced methodologies resolving dimensionality complications for autism neur...
A Presentation on Artificial Intelligence
Unlocking AI with Model Context Protocol (MCP)
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
The AUB Centre for AI in Media Proposal.docx
Spectral efficient network and resource selection model in 5G networks
NewMind AI Weekly Chronicles - August'25 Week I
Architecting across the Boundaries of two Complex Domains - Healthcare & Tech...
The Rise and Fall of 3GPP – Time for a Sabbatical?
Blue Purple Modern Animated Computer Science Presentation.pdf.pdf
20250228 LYD VKU AI Blended-Learning.pptx
7 ChatGPT Prompts to Help You Define Your Ideal Customer Profile.pdf

Informatica Presents: 10 Best Practices for Successful MDM Implementations from MDM Experts

  • 1. “Top 10” Best Practices for Successful MDM Implementations from MDM Experts 11-Oct-2012 Presented by: 1
  • 2. Speakers Aaron Zornes Ravi Shankar Chief Research Officer Vice President The MDM Institute MDM Product Marketing
  • 3. “Top 10” Best Practices 1. Support Multiple 6. Integrate Flexible Business Data Master Data Domains Governance 2. Automatically 7. Plan Multiple Generate Web Deployment Modes Services, UI 8. Integrate Social 3. Start Small & Scale Data 4. Create Best Version 9. Enable Mobile MDM of Truth 10.Leverage Big Data 5. Support Reference MDM Data Management The MDM Institute www.The-MDM-Institute.com
  • 4. 1. Support Multiple Business Data Domains  Through 2012, corporate MDM platform evaluation teams will assume (and insist) that all MDM software platforms targeted for enterprise-level deployment or major role in mission-critical systems fully support both PARTY & THING entity types  By 2015, all operational CDI hub vendors will add "PIM light" capabilities, and all PIM vendors will add B2C PARTY entity MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 5. 1. Support Multiple Business Data Domains With a Flexible Data Model  Through 2012, corporate MDM platform evaluation teams will assume (and insist) that all MDM software platforms targeted for enterprise-level deployment or major role in mission-critical systems fully support both PARTY & THING entity types  By 2015, all operational CDI hub vendors will add "PIM light" capabilities, and all PIM vendors will add B2C PARTY entity Customer Data Affiliation Data Product Data List Prices and (April 2007) (December 2007) (Med Devices) Sales Alignment Data (January 2008) (Med Devices) (July 2008) Flexible Multidomain Data Model Allows You To: Adapts to • Adapt to your business requirements and data model Your DATA • Does not force you to adapt to fixed, vendor-defined data model MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 6. Poll Question #1: Please respond now! For your current MDM project, are you planning to master one data domain or many? • One • Two • Three or more • Don’t know yet 6
  • 7. 2. Automatically Generate Web Services and UI Elements  Generate granular web services automatically and create higher-level composite services for rapid integration  Generate UI elements automatically from data model definitions  Reuse business rules across unified MDM, data integration and data quality on a single platform The MDM Institute www.The-MDM-Institute.com
  • 8. 2. Automatically Generate Web Services and UI Elements  Generate granular web services automatically and create higher-level composite services for rapid integration  Generate UI elements automatically from data model definitions  Reuse business rules across unified MDM, data integration and data quality on a single platform Customer Product Organization Data Model Services User Interface Automatically Generated Services and User Interface: Adapts to • Delivers value in weeks in every phase of your project Your PROJECT • Does not delay your project to years and risk cancellation The MDM Institute www.The-MDM-Institute.com
  • 9. 3. Start Small and Scale  Extend the data model to include any other data domains and solutions  Regenerate services  Configure workflow to adapt to increased data governance scope  Better interoperability with existing architecture The MDM Institute www.The-MDM-Institute.com
  • 10. 3. Start Small and Scale with a Platform Approach to MDM  Extend the data model to include any other data domains and solutions  Regenerate services  Configure workflow to adapt to increased data governance scope  Better interoperability with existing architecture 3 2 1 Using same platform to scale to other business problems: Adapts to • Leverages your existing investments as business needs evolve Your BUSINESS • Does not increase your TCO by requiring additional MDM apps The MDM Institute www.The-MDM-Institute.com
  • 11. Poll Question #2: Please respond now! Is it important for you to be able to use your own data models or industry-specific data models? • Use my own data model • Use industry-specific data model • Use a combination of the two • Not sure yet 11
  • 12. 4. Create Best Version of Truth  Consolidate duplicate data into best version of the truth (BVT)  MDM vendors will make available multiple BVT to support the needs of different business users – marketing, sales, finance, etc.  Through 2012, registry-style MDM solutions will find favor in industries where data is legally or physically too difficult to consolidate into physical hub -- esp. government, US healthcare) MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 13. 4. Create Best Version of Truth With Cell-Level Merge  Consolidate duplicate data into best version of the truth (BVT)  MDM vendors will make available multiple BVT to support the needs of different business users – marketing, sales, finance, etc.  Through 2012, registry-style MDM solutions will find favor Master Record in industries where data is legally or physically too difficult to consolidate into physical hub -- esp. government, US Party Name Public Domicil Industr As of Date Total Assets Liquid Assets Equity Credit Rating e y IXIS Corporate & Investment Y 1/31/2006 $207,059 $190,157 $3,342 AAA- healthcare) Bank UnionBanCal Y France USA 6021 6021 3/27/2006 $207,059 $190,157 $3,342 AA- Y 4/15/2006 $481,741 $383,522 $40,666 AAA General Electric Company USA 3511 Name_Full SWIFT # ADDR1 CITY ADDR4 ADDR5 COUNTRY Union Bank of California 308-03-8500 Elm and Carlton Streets Minneapolis MN 50423 USA General Electric Company 005-10-4640 123 Main Street New Haven CT 14263 USA IXIS Corporate & Investment Bank 917-13-8500 57, rue du Foubourg Paris 75003 France CRM MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 14. 5. Ensure MDM Supports Your Reference Data Needs  During 2012-13, reference data will emerge as a key entry point for enterprises & in turn influence choice of MDM for Customer, Product & other domains  Concurrently, every MDM vendor will rush to market RDM solutions to apply MDM approach for centralized governance, stewardship & control  By 2013-14, large enterprises will also mandate that Reference Data be part of MDM platform native entities MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 15. 5. Ensure MDM Supports Your Reference Data Needs  During 2012-13, reference data will emerge as a key entry point for enterprises & in turn influence choice of MDM for Customer, Product & other domains  Concurrently, every MDM vendor will rush to market RDM solutions to apply MDM approach for centralized governance, stewardship & control  By 2013-14, large enterprises will also mandate that Reference Data be part of MDM platform native entities Nonprofit healthcare provider uses multidomain master data management (MDM) to create single source of ICD-10 master data, streamline reimbursements, and maximize return on data. MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 16. 6. Integrate Flexible Master Data Governance  Through 2012, most enterprises will struggle with enterprise MDG as they initially focus on customer, vendor, or product; integrated MDG that includes E2E data lifecycle will be mandated as 1st phase deliverable  By 2014-15, vendor MDM solutions will finally move from “passive-aggressive MDG” mode to “proactive MDG” MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 17. 6. Integrate Flexible Master Data Governance  Through 2012, most enterprises will struggle with enterprise MDG as they initially focus on customer, vendor, or product; integrated MDG that includes E2E data lifecycle will be mandated as 1st phase deliverable  By 2014-15, vendor MDM solutions will finally move from “passive-aggressive MDG” mode to “proactive MDG” Customer Order Entry and Informatica Affiliation Data MDM Master Data Steward (Data Owner) System of Contracting Record MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 18. 7. Plan to Deploy Multiple Modes – On-premise, Cloud, Hybrid  During 2012, cloud-enabled MDM will attract small- & mid-sized businesses as a means to engage in MDM  Through 2013-14, cloud-integrated apps arrive via SFDC, however, enterprises will wrestle with data integration issues between on-premise & cloud  By 2014-15, cloud-innate services for DQ & MDG will be more prevalent; however, Enterprise MDM will remain “on premise” with increasing integration to public Cloud applications MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 19. 7. Plan to Deploy Multiple Modes – On-premise, Cloud, Hybrid  During 2012, cloud-enabled MDM will attract small- & mid-sized businesses as a means to engage in MDM  Through 2013-14, cloud-integrated apps arrive via SFDC, however, enterprises will wrestle with data integration issues between on-premise & cloud  By 2014-15, cloud-innate services for DQ & MDG will be On-premise MDM more prevalent; however,multidomain, anyMDM willtarget, operational • For Enterprise source, any remain “on premise” with increasing integration to public Cloud and analytical use cases applications MDM as a Service – Cloud MDM On premise Cloud • For Salesforce.com Hybrid MDM – On-premise / Cloud Hybrid • Support cross-enterprise, cross-instance business MDM MILESTONE processes The MDM Institute www.The-MDM-Institute.com
  • 20. 8. Plan to integrate Social Data  MDM maintaining the master customer profile data will be key integration point btwn Social CRM & big data analytics  During 2012, businesses will evaluate integration of social data for sales, marketing, and support processes; use MDM for identity resolution  Through 2013-14, MDM, data integration enabling social data arrive via Facebook apps, Twitter, etc.; Enterprises will begin integrating social data with on-premise CRM, SFDC MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 21. 8. Plan to integrate Social Data to Gain Complete Customer View  MDM maintaining the master customer profile data will be key integration point btwn Social CRM & big data analytics  During 2012, businesses will evaluate integration of social data for sales, marketing, and support processes; use MDM for identity resolution  Through 2013-14, MDM, data integration enabling social data arrive via FacebookDeeper understanding of  apps, Twitter, etc.; Enterprises will begin integrating social data with on-premise CRM, customer likes and dislikes SFDC  View social graph; understand network of influence  Track social interactions about product and company MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 22. 9. Enable Mobile MDM for the Sales Force  During 2012-13, Businesses are arming business users with mobile devices for increased productivity and mobility; Business users access master data “on the go”, where ever they are  By 2013-14, Mobile MDM needs to support location- based services and available on iOS and Android devices The MDM Institute www.The-MDM-Institute.com
  • 23. 9. Enable Mobile MDM for the Sales Force With Mobile MDM App  During 2012-13, Businesses are arming business users with mobile devices for increased productivity and mobility; Business users access master data “on the go”, where ever they are  By 2013-14, Mobile MDM needs to support location- based services and available on iOS and Android devices Enable the Mobile workforce • See location-based view of the customer • View customer Transaction and Social Data The MDM Institute www.The-MDM-Institute.com
  • 24. 10. Leverage Big Data for Very Large Data Sets  During 2012, performance of all major aspects of base MDM functionality will benefit from performance- enhancing capabilities of big memory configurations — from batch loading of MDM hubs to identity resolution to operational updates  Through 2013, big data will repatriate itself into the MDM fabric via registry overlays as yet another source  By 2014-15, very large enterprises (fin svcs, gov’t) will be looking for real-time MDM flows & scaling of MDM solutions via the elasticity of Cloud-based solutions, in- memory cache databases, i.e., the next-generation of ETL/MDM MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 25. 10. Leverage Big Data for Very Large Data Sets  During 2012, performance of all major aspects of base MDM functionality will benefit from performance- enhancing capabilities of big memory configurations — from batch loading of MDM hubs to identity resolution to operational updates  Through 2013, big data will repatriate itself into the MDM fabric via registry overlays as yet another source Intelligence 2 Billion  By 2014-15, very large enterprises Hadoop (or similar) will Agency • Leverage (fin svcs, gov’t) be looking for real-time MDM Big Data& scaling entity resolution Search Engine infrastructure to solve flows of MDM Records Company Credit in solutions via the elasticity of Cloud-based solutions, in- Bureau Large batch deduplication memory cache databases, •i.e., the next-generation of ETL/MDM • Social Media analysis Velocity MDM MILESTONE The MDM Institute www.The-MDM-Institute.com
  • 26. Next Steps Download Demo Ask Questions Flexible Business-Model Driven MDM Informatica MDM LinkedIn Group Aaron Zornes Ravi Shankar Founder & Chief Research Officer VP, MDM Product Marketing The MDM Institute Informatica www.the-MDM-Institute.com www.informatica.commdm aaron.zornes@tcdii.com RaShankar@informatica.com @azornes @Ravi_Shankar_ 26
  • 27. MDM & Data Governance Summit Conferences MDM & Data Governance Summit New York Marriott Marquis NYC Times Square ▪ October 14-16 MDM & Data Governance Summit Americas Marriott Marquis NYC Times Square ▪ October 14-16 MDM & Data Governance Summit Singapore Marina Bay Sands Resort ▪ December 4-5 MDM & Data Governance Summit Shanghai Shanghai International Convention Center ▪ March 2013 MDM & Data Governance Summit Europe Radisson BLU – London ▪ April 15-17-15, 2013 MDM & Data Governance Summit Asia-Pacific Four Points Darling Harbour– Sydney ▪ May 20-21, 2013 MDM & Data Governance Tokyo Belle Salle Kanda– Tokyo ▪ June 14, 2013 MDM & Data Governance Summit San Francisco Hyatt Embarcadero – San Francisco ▪ June 2013 MDM & Data Governance Summit Canada The Carlu – Toronto ▪ June 27-28 “More MDM programs get their successful start at MDM & Data Governance Summits than anywhere else” 27

Editor's Notes

  • #27: APRIL “NEXT STEPS” SLIDE