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Win in the flat world



                         Best Practices for a
                         Successful MDM Implementation
           White Paper

                         Abstract
                         With the ever-increasing demand for cost optimization, faster product
                         launches, more efficient compliance with regulations and differentiated
                         business competitiveness, one of the biggest pain areas for enterprises is
                         achieving consistent quality data. Leading to sub-optimal decision making,
                         data misalignment within various systems is putting the brakes on
                         organizations looking to accelerate growth.
                         This paper outlines the experiential best practices that can help
                         organizations improve the odds and realize business value quickly and
                         predictably while planning and implementing an MDM solution to solve
                         their data issues.




                         For more information, contact askus@infosys.com
Sep 2010
The Data Problem                                                    revenue growth from the current customer base, cost
                                                                    optimization, and regulatory compliance have all heightened
Quality data is a strategic asset for any organization. It
                                                                    awareness of the risks of using poor quality data.
provides a strong and secure foundation to drive business
execution and differentiated services. Clean and                    These important business initiatives offer a compelling
consistent data leads to better decision making and                 business case for improving data quality by delivering
provides agility in a competitive marketplace. Quality data         access to a single reference that represents the 'golden
also leads to improved stakeholder relationships - be it            record' or 'Best Version of Truth' - which can be achieved
customers, suppliers or channel partners.                           with an efficient Master Data Management (MDM) system.
                                                                    MDM offers a central repository to manage business-critical
                                                                    data on an ongoing basis. It ensures synchronization with
                                                                    business intelligence and operational systems by integrating
                                                                    data in real time and empowering data stewards with the
                                                                    capabilities to properly govern data across the enterprise. ,
                                                                    this MDM enables the organization to gain critical
                                                                    enterprise-wide insight about customers, products, partners
                                                                    and so on, and facilitates more confident decision making,
                                                                    accurate reporting and nimble action.



                                                                    How Can MDM Help?
                                                                    MDM is a deliberate initiative comprising of a set of
                                                                    methodologies, strategies, disciplines and technologies that
     Customer is 'owned' by everyone and no one!                    enable organizations to acquire, cleanse, enrich, consolidate,
In a traditional organization, critical data about customers,       federate, and govern data across many disparate systems.
products and partners is fragmented across myriad systems           From an analytics perspective, organizations can employ
- each independently trying to own and manage the data.             quality data for reporting and compliance purposes, and
As business-critical data passes through the complex                to optimize and enhance partner and channel engagement.
enterprise, it may get locked up, duplicated, or worse,
                                                                    From an operations standpoint, organizations can build a
misrepresented and misinterpreted, obscuring the facts and
                                                                    centralized hub representing the best version of the truth,
compromising performance. The increasing clamor for faster
                                                                    providing an accurate, consistent and secure copy of
time-to-market for product introductions, incremental



                                     • I don't know if or when my loyalty programs and campaigns have been effective
                                     • I'm not sure if I am meeting my regulatory compliance requirements
     Sounds                          • I look across my systems and find duplicate customers and dead products

     familiar?                       • My reports are never consistent for the same question
                                     • My sales channels have outdated product information
                                     • My new product introductions take forever


                                       My business competitiveness is jeopardized!
Customer and                                                                   Compliance                             Putting the Best Foot Forward
 Partner Management                                                             Requirements




                                              Improved effectiveness
 • Channel Optimization                                                          • Global Regulatory                   With organizations across industry verticals making
 • Route-To-Market                                                                 Compliance                          significant investments in MDM solutions, it is necessary
   Analytics                                                                     • Internal Regulations
 • 360-degree View of                                                            • Effective Risk                      to recognize and act upon the best practices that help
   Customer                                                                        Management
 • Reduced Duplicate                                                                                                   organizations manage their MDM engagements
   Customer                                                                                                            effectively.
   Communications
                                                                          ACQ                                          These best practices are:
                                    CH
                                I




                                                                            UIR
                             ENR




                                                                                 E                                                                                                                  Rear-View Check
              Reduced                                                                     Reduced                       Active Data Governance                                                      Keep checking the
                TCO                           MDM                                        manual effort                     Policies and procedures
                                                                                                                                must be formalized
                                                                                                                                                                                                    benefits from one phase
                                                                                                                                                                                                    to the next
                            CON




                                                                                 E
                                                                             NS




                                  LID                                                                                  Architectural Consistency                    Business Case                   Think Big, Start Small
                              SO




                                                                                 A
                                        ATE                                CLE                                           Technology and tools that                 Quantifiable and                 Phased Approach but
                                                                                                                              fit the IT ecosystem                 Measurable ROI                   make MDM a Program

 Increase in                                                                    Mergers and
 Account Revenue                                                                Acquisitions                              Active Vendor Support
                                                                                                                         Get insight into upcoming
                                                                                                                                                                                                    Eye-on-the-ball
                                                                                                                                                                                                    Avoid scope creep of the
 • Increased Cross-Sell                                                          • Ability to view                               features, avoiding
                                              Enhanced analytics




                                                                                                                                                                                                    MDM program
                                                                                                                                     customization
   Opportunities                                                                   consolidated assets/
 • Increased Up-Sell                                                               resources
   Opportunities                                                                 • Ability to have                                                             Continuous Collaboration
                                                                                                                                                                  Business operations
 • Increased                                                                       uniform rules                                                               stakeholders to be involved
   Predictability of Profit                                                      • Reduced costs of                                                                    throughout

   Margins                                                                         failure


master data to all systems and business users across lines                                                             Give Wings to Your Vision
of business (LOBs).                                                                                                    Not only must an organization's master data vision align
Some of the key benefits that organizations can gain by                                                                with its business vision, but it must also acknowledge
using MDM include:                                                                                                     master data as a critical asset. The most crucial questions
   • Identifying new opportunities to interact with                                                                    to answer at kick-off are the 'Whys' of an MDM initiative -
      customers and channel partners                                                                                   functionally, technically and financially. Identification of
   • Realizing improved effeciency across business                                                                     critical success factors along with clear achievable
      processes                                                                                                        objectives goes a long way in establishing early success.
   • Enhancing business intelligence, reporting and                                                                    The business case needs to outline the 'Whys', 'Hows' and
      analytic capabilities                                                                                            'Whos' of the MDM exercise clearly. A quantifiable and
      • Optimizing the manual effort required to manage                                                                measurable return on investment (ROI) is the cornerstone
        and use data across the enterprise                                                                             of a successful initiative. Business pain points and data
 Stage




                    Program                                              Program                             Overall                           Requirement                                      Product
                    Definition                                         Socialization                        Strategy                           Assessment                                      Evaluation


                 • Defining Engagement                                 • Calculating Program             • MDM and Data                       • To-be Conceptual                             • Requirement
                   Parameters                                            ROI over 3 -5 years –             Governance Structure                 Architecture                                   Documentation and
                 • Identifying Critical                                  This is the most                  Formulation                        • MDM Style –                                    RFP Creation
 Activities




                   Success Factors                                       critical for MDM                • Drivers/ Levers                      Transactional,                               • Vendor Scenario
                 • Identifying Program                                   Governance                        Identification and                   Registry or                                    Formulation and CRP
                   Candidates and                                        programs                          Timelines                            Operational                                    Demo
                   Sponsors                                            • Sponsor Approvals of            • Establishing Baseline              • Roadmap Strategy                             • Vendor Negotiation
                 • Organizational MDM                                    Business Case                     Processes and                              Guiding Principles                       and Selection
                   Objective                                                                               Metrics                                    High-level Release
                                                                                                                                                      Planning
                                                                                                                                                      Transition Architecture
issues must be identified and prioritized in the business          establish confidence in the initiative. For example, after
case. It is also important to gain the buy-in and approval of      implementing the customer domain MDM, ROI needs to be
all key stakeholders to endorse the business case.                 checked in terms of increase in cross-sell, up-sell and the
                                                                   benefits that have accrued due to the quality of reporting
The strategy must be solidified and plans drawn keeping in
                                                                   available. If the MDM initiative involved the phasing out of
mind the 'To-be' conceptual architecture and the MDM style
                                                                   legacy systems, the cost of change management must also
that best fits the organization's need. Data Governance
                                                                   be captured while calculating the ROI.
policy discussions must be set in motion within the
organization to get an enterprise-wide consensus. While
                                                                   Don't Forget, It's a Collaborative Exercise
doing all this, it is essential to keep sufficient lead time for
product evaluations and vendor negotiations.                       MDM is a data governance, quality-oriented and business-
                                                                   driven initiative for master data assets, which usually
Think Big. Start Small. Keep Your Eye on the Ball                  involves the adoption of new technology. Hence, MDM
                                                                   initiatives usually span various units across the
Master Data Assets
                                                                   organization. The success of the initiative depends on the
(such as Customer,
                                                                   level of collaboration among the units coming together to
Product/ Item, Partner,
                                                                   provide input and designing the end-solution. This also
Organization, Supplier,
                                                                   provides the stakeholders a sense of continuous
etc.) do not exist in
                                                                   involvement with the MDM program. It is also a good idea
isolation within an
                                                                   to have a change management anchor identified for the
organization. Hence,
                                                                   MDM program who can socialize the developments and
the potential to use
                                                                   happenings of the program to the stakeholders and
quality data for all master data assets is tempting for many
                                                                   champion the cause of data awareness within the
organizations. However, it is imperative to focus only on
                                                                   organization.
one sub-set of master data asset at a time. Thus, an MDM
initiative works best if it adopts a multi-phase approach
tackling 1-2 entities per phase with the design and model
being scalable for the next phases. If you ignore the
                                                                               Logistics &                Sales &
scalability and future design considerations while building                   Supply Chain               Marketing
MDM solutions for different entities, it can lead to isolated
master data silos - recreating the problem that the MDM                                    Change
envisioned to solve. When it comes to MDM, it's important                                Management
                                                                                          Champions
to think ahead and think big, but take baby steps to achieve
quick wins and gain the buy in for next steps.
                                                                              HR & Admin                  Finance
Check Your Rear-View Mirror
The business case must articulate broadly the parameters
and metrics needed to measure progress in quantifiable
terms. After each phase of the MDM program, the                    Look at Architectural Consistency and
organization needs to measure the ROI. Since MDM                   Product Fit
stakeholders belong to multiple departments within the
                                                                   Organizations need to do thorough due diligence of the
organization having diverse objectives, it is essential to have
                                                                   target architecture and the MDM-enabling technology or
a pre-defined and objective MDM success criterion to
package. The architecture style needs to be discussed and                                    A

                                                                                      Define Scope for
firmed up while working on the business case.                                          Data Quality

The various styles of architecture are Registry, Transaction             F                                      B
Hub and Co-Existence. Each style has its own set of pros           Execute Data                            Measure Data
                                                                      Quality                                Quality
and cons along with cost impact (both in terms of                Improvement Plan
investment and performance). Most organizations tend                                  Data Quality
to opt for Co-existence as it gives them the edge to meet                              Program
                                                                         E                                      C
all their business objectives at an optimal cost. The MDM          Develop Plan to                        Assess Business
                                                                    Address Data                              Impact
technology solution supports both analytical and                      Quality
operational processes in real-time/ batch in both the Co-                                    D

existence and Transaction architecture style. Hence, it is                           Perform Root Cause
                                                                                           Analysis
important that the technology blends with the
organization's overall IT architecture and ecosystem.
                                                               and parcel of the daily job responsibilities of the users,
      Small wins at definite phases help increase              rather than a one-off initiative. For any MDM initiative to
                    MDM adoption                               succeed, it is imperative that effective data governance
                                                               is supported by senior management.
One of the key architectural points to note is the Service
Oriented Architecture (SOA) support by the MDM package.        Ensure Active MDM Vendor Support
While evaluating MDM products and technologies, it is          MDM is a rapidly growing area in terms of technology.
essential to pick one that closely supports the universe of    There are numerous product vendors who offer best-in
use cases from all master data assets to avoid custom          class MDM products with broad features such as Match,
development in implementation.                                 Merge, Trust, Survivorship, Front-End Data Governance
                                                               Graphical User Interface (GUI) and Integration with third-
Embrace Data Governance
                                                               party information agencies such as Experian. Once your
MDM is not a one-time technology implementation or a           organization selects an MDM product that fits your IT
one-time data cleansing exercise. Its primary purpose is
to enable a 'Be-Clean-and-Stay-Clean' data asset across                Continuous Improvement is the key to an
the organization. The business owners within various                       effective MDM implementation
departments and units must own the data along with the
business processes. The data governance process needs          architecture and ecosystem, it is important to involve the
to identify, measure, capture, and rectify data quality        product vendor throughout the MDM program in an
issues in the source system itself. To keep the wheels of      oversight role and have regular requirements discussion
the MDM initiative well-oiled and turning, a formal model      sessions. Each business has its own nuances and a way
to manage data as a strategic resource - comprising of         to optimally meet its requirements. A regular session with
well-defined business rules, data stewardship, and data        the product vendor can lead to mutually beneficial action
control and compliance mechanisms - needs to be in place.      points or product enhancements, minimizing custom
The technology provides the tools to manage master data        development. Organizations benefit immensely from
assets. However, the data governance model must be built       partnering with vendors who have demonstrated prior
to support analytical and operational processes. The           MDM expertise.
governance aspects of data need to be treated as part
C   CONCLUSION
    Organizations need to take a holistic data
    management perspective. The right data
    management model helps the business
    immensely across a range of activities - from
    reporting, cross-selling and up-selling to
    decision making and compliance. The chances
    of an MDM initiative being successful increase
    significantly if organizations:

       • Consider MDM as a program within
         their foundational structure rather than
         a one-time project

       • Focus on ROI right from business
         case formulation through to post
         implementation

       • Ensure the continuous involvement of
         senior management

       • Provide an organizational structure to
         address governance issues at regular
         intervals
The Infosys Informatica MDM Advantage
Are you looking for:
   • Effective partner relationship management?         • Increasing account revenue?
   • Reducing operational cost?                         • Managing consolidated resources post mergers and acquisitions?
   • Reducing duplicate customer communications?        • Complying with regulations?

The Informatica MDM Competency Centre at Infosys has been incubated with a vision to deliver technology-enabled business
solutions around the Informatica MDM suite of products. The scope includes business process streamlining, master data
governance, MDM package service, data quality, and business process outsourcing amongst others.




Our end-to-end service offerings for successful delivery of MDM initiatives
   MDM VISION AND STRATEGY
   • Support strategic business initiatives
   • Business case, roadmap and data governance strategy definition
   • Program effectiveness assessment and change management

   BUSINESS PROCESS DEFINITION AND ALIGNMENT
                                                                                                   Business
   • As-is and To-be business processes mapping and                        Implementation         capabilities
                                                                              rodamap             assessment
     definition
   • Customer value analysis and customer lifecycle
                                                                  Informatica                               Vendor/product
     process maps                                               implementation                               evaluation of
                                                                master data hub                             core MDM hub
   • Business process harmonization and process                                     Service Offerings
     automation

   TECHNOLOGY SOLUTION AND IMPLEMENTATION                             Governance                          Technology
                                                                         policy                           architecture
   • Product configuration and custom development                      definition                          definition

   • User experience design and development                                             Master data
                                                                                         flows and
   • Integration with back-end and legacy systems                                       data models

   • Solution testing (system, performance, user acceptance)
   • Continual support and business process outsourcing
The Infosys-Informatica Alliance
              Infosys and Informatica have been in a productive alliance since 2003.


                                                                             A Global Elite partner of Informatica



                                                                                   Partnership extends beyond areas of data integration and data management



                                                                                     Special Training sessions and Certifications from Informatica



                                                                                   Holistic Visibility into Informatica product roadmap



                                                                             Joint Go-to-Market strategies for multiple industry verticals and solution development


              Success Stories

                             About the Client                                   Business Situation                                        Solution                                             Benefits
                    $40+ billion USD company                             • Lack of global customer                           • Informatica MDM Solution -                    • Improved effectiveness of
                    that designs, manufactures                             visibility and capabilities to                      Single source of truth for B2B                  sales, marketing and services
                    and sells personal                                     create flexible hierarchies                         customers                                       operations globally
                    computers, portable digital                          • Multiple sources of truth                         • Easily customizable                           • Reduced manual effort needed
                                                                         • Poor data quality & reliability                     hierarchies                                     to model and maintain sales
                    music players, mobile                                                                                    • Unified solution to aggregate,                  channels
                    communication devices and                                                                                  cleanse, match, merge &                       • Ability to build next gen
                    related software.                                                                                          federate data                                   analytics

                    A Global legal publishing arm                        • 3.2 million+ subscriber base                      • ETL strategy for customer to                  • Enabled 360 Degree view of
                    of an Anglo-Dutch world-                               was managed through legacy                          interface with Informatica                      customer
                    leading publisher and                                  back office applications and                        MDM Solution                                  • Best Version of Truth of
                    information provider.                                  standalone applications of the                    • MDM support &                                   customer data for Back Office
                                                                           recent business acquisitions.                       enhancements for evolving                       and front Office applications
                                                                         • Front office applications did not                   needs of customer                             • Deliver better sales campaign
                                                                           have a unified view of                            • Merge rules configured to                       support
                                                                           customers                                           reduce duplicates by over 30%

                    USD $2+ billion company                              • Lack of partner visibility                        • Partner data hub for single                   • 360 degree view of its partners
                    that is a leader in the                              • Absence of authoritative source                     source of truth                                 both internally and externally
                    virtualization software                                for partners                                      • Program Management and                          enabling it to derive
                    industry. It designs, develops                       • No objective metrics to evaluate                    driving Terms and Benefits                      efficiencies in channel
                                                                           partner performance and                           • Define a globally consistent                    operations,
                    and sells virtualization                               measure Route-To-Market                             process through a                             • Provide abilities for business to
                    software and solutions                                 effectiveness                                       Governance model                                create flexible master data
                    worldwide.                                                                                                                                                 hierarchies




Infosys Technologies Ltd. (NASDAQ: INFY) defines, designs and delivers IT-enabled business solutions that help Global
2000 companies win in a flat world. These solutions focus on providing strategic differentiation and operational superiority
to clients. Infosys creates these solutions for its clients by leveraging its domain and business expertise along with a
complete range of services.
With Infosys, clients are assured of a transparent business partner, world-class processes, speed of execution and the
power to stretch their IT budget by leveraging the Global Delivery Model that Infosys pioneered.

For more information, contact askus@infosys.com                                                                                                                                                                   www.infosys.com

© 2010 Infosys Technologies Limited, Bangalore, India. Infosys believes the information in this publication is accurate as of its publication date; such information is subject to change without notice. Infosys acknowledges the proprietary
rights of the trademarks and product names of other companies mentioned in this document.

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Infosys best practices_mdm_wp

  • 1. Win in the flat world Best Practices for a Successful MDM Implementation White Paper Abstract With the ever-increasing demand for cost optimization, faster product launches, more efficient compliance with regulations and differentiated business competitiveness, one of the biggest pain areas for enterprises is achieving consistent quality data. Leading to sub-optimal decision making, data misalignment within various systems is putting the brakes on organizations looking to accelerate growth. This paper outlines the experiential best practices that can help organizations improve the odds and realize business value quickly and predictably while planning and implementing an MDM solution to solve their data issues. For more information, contact askus@infosys.com Sep 2010
  • 2. The Data Problem revenue growth from the current customer base, cost optimization, and regulatory compliance have all heightened Quality data is a strategic asset for any organization. It awareness of the risks of using poor quality data. provides a strong and secure foundation to drive business execution and differentiated services. Clean and These important business initiatives offer a compelling consistent data leads to better decision making and business case for improving data quality by delivering provides agility in a competitive marketplace. Quality data access to a single reference that represents the 'golden also leads to improved stakeholder relationships - be it record' or 'Best Version of Truth' - which can be achieved customers, suppliers or channel partners. with an efficient Master Data Management (MDM) system. MDM offers a central repository to manage business-critical data on an ongoing basis. It ensures synchronization with business intelligence and operational systems by integrating data in real time and empowering data stewards with the capabilities to properly govern data across the enterprise. , this MDM enables the organization to gain critical enterprise-wide insight about customers, products, partners and so on, and facilitates more confident decision making, accurate reporting and nimble action. How Can MDM Help? MDM is a deliberate initiative comprising of a set of methodologies, strategies, disciplines and technologies that Customer is 'owned' by everyone and no one! enable organizations to acquire, cleanse, enrich, consolidate, In a traditional organization, critical data about customers, federate, and govern data across many disparate systems. products and partners is fragmented across myriad systems From an analytics perspective, organizations can employ - each independently trying to own and manage the data. quality data for reporting and compliance purposes, and As business-critical data passes through the complex to optimize and enhance partner and channel engagement. enterprise, it may get locked up, duplicated, or worse, From an operations standpoint, organizations can build a misrepresented and misinterpreted, obscuring the facts and centralized hub representing the best version of the truth, compromising performance. The increasing clamor for faster providing an accurate, consistent and secure copy of time-to-market for product introductions, incremental • I don't know if or when my loyalty programs and campaigns have been effective • I'm not sure if I am meeting my regulatory compliance requirements Sounds • I look across my systems and find duplicate customers and dead products familiar? • My reports are never consistent for the same question • My sales channels have outdated product information • My new product introductions take forever My business competitiveness is jeopardized!
  • 3. Customer and Compliance Putting the Best Foot Forward Partner Management Requirements Improved effectiveness • Channel Optimization • Global Regulatory With organizations across industry verticals making • Route-To-Market Compliance significant investments in MDM solutions, it is necessary Analytics • Internal Regulations • 360-degree View of • Effective Risk to recognize and act upon the best practices that help Customer Management • Reduced Duplicate organizations manage their MDM engagements Customer effectively. Communications ACQ These best practices are: CH I UIR ENR E Rear-View Check Reduced Reduced Active Data Governance Keep checking the TCO MDM manual effort Policies and procedures must be formalized benefits from one phase to the next CON E NS LID Architectural Consistency Business Case Think Big, Start Small SO A ATE CLE Technology and tools that Quantifiable and Phased Approach but fit the IT ecosystem Measurable ROI make MDM a Program Increase in Mergers and Account Revenue Acquisitions Active Vendor Support Get insight into upcoming Eye-on-the-ball Avoid scope creep of the • Increased Cross-Sell • Ability to view features, avoiding Enhanced analytics MDM program customization Opportunities consolidated assets/ • Increased Up-Sell resources Opportunities • Ability to have Continuous Collaboration Business operations • Increased uniform rules stakeholders to be involved Predictability of Profit • Reduced costs of throughout Margins failure master data to all systems and business users across lines Give Wings to Your Vision of business (LOBs). Not only must an organization's master data vision align Some of the key benefits that organizations can gain by with its business vision, but it must also acknowledge using MDM include: master data as a critical asset. The most crucial questions • Identifying new opportunities to interact with to answer at kick-off are the 'Whys' of an MDM initiative - customers and channel partners functionally, technically and financially. Identification of • Realizing improved effeciency across business critical success factors along with clear achievable processes objectives goes a long way in establishing early success. • Enhancing business intelligence, reporting and The business case needs to outline the 'Whys', 'Hows' and analytic capabilities 'Whos' of the MDM exercise clearly. A quantifiable and • Optimizing the manual effort required to manage measurable return on investment (ROI) is the cornerstone and use data across the enterprise of a successful initiative. Business pain points and data Stage Program Program Overall Requirement Product Definition Socialization Strategy Assessment Evaluation • Defining Engagement • Calculating Program • MDM and Data • To-be Conceptual • Requirement Parameters ROI over 3 -5 years – Governance Structure Architecture Documentation and • Identifying Critical This is the most Formulation • MDM Style – RFP Creation Activities Success Factors critical for MDM • Drivers/ Levers Transactional, • Vendor Scenario • Identifying Program Governance Identification and Registry or Formulation and CRP Candidates and programs Timelines Operational Demo Sponsors • Sponsor Approvals of • Establishing Baseline • Roadmap Strategy • Vendor Negotiation • Organizational MDM Business Case Processes and Guiding Principles and Selection Objective Metrics High-level Release Planning Transition Architecture
  • 4. issues must be identified and prioritized in the business establish confidence in the initiative. For example, after case. It is also important to gain the buy-in and approval of implementing the customer domain MDM, ROI needs to be all key stakeholders to endorse the business case. checked in terms of increase in cross-sell, up-sell and the benefits that have accrued due to the quality of reporting The strategy must be solidified and plans drawn keeping in available. If the MDM initiative involved the phasing out of mind the 'To-be' conceptual architecture and the MDM style legacy systems, the cost of change management must also that best fits the organization's need. Data Governance be captured while calculating the ROI. policy discussions must be set in motion within the organization to get an enterprise-wide consensus. While Don't Forget, It's a Collaborative Exercise doing all this, it is essential to keep sufficient lead time for product evaluations and vendor negotiations. MDM is a data governance, quality-oriented and business- driven initiative for master data assets, which usually Think Big. Start Small. Keep Your Eye on the Ball involves the adoption of new technology. Hence, MDM initiatives usually span various units across the Master Data Assets organization. The success of the initiative depends on the (such as Customer, level of collaboration among the units coming together to Product/ Item, Partner, provide input and designing the end-solution. This also Organization, Supplier, provides the stakeholders a sense of continuous etc.) do not exist in involvement with the MDM program. It is also a good idea isolation within an to have a change management anchor identified for the organization. Hence, MDM program who can socialize the developments and the potential to use happenings of the program to the stakeholders and quality data for all master data assets is tempting for many champion the cause of data awareness within the organizations. However, it is imperative to focus only on organization. one sub-set of master data asset at a time. Thus, an MDM initiative works best if it adopts a multi-phase approach tackling 1-2 entities per phase with the design and model being scalable for the next phases. If you ignore the Logistics & Sales & scalability and future design considerations while building Supply Chain Marketing MDM solutions for different entities, it can lead to isolated master data silos - recreating the problem that the MDM Change envisioned to solve. When it comes to MDM, it's important Management Champions to think ahead and think big, but take baby steps to achieve quick wins and gain the buy in for next steps. HR & Admin Finance Check Your Rear-View Mirror The business case must articulate broadly the parameters and metrics needed to measure progress in quantifiable terms. After each phase of the MDM program, the Look at Architectural Consistency and organization needs to measure the ROI. Since MDM Product Fit stakeholders belong to multiple departments within the Organizations need to do thorough due diligence of the organization having diverse objectives, it is essential to have target architecture and the MDM-enabling technology or a pre-defined and objective MDM success criterion to
  • 5. package. The architecture style needs to be discussed and A Define Scope for firmed up while working on the business case. Data Quality The various styles of architecture are Registry, Transaction F B Hub and Co-Existence. Each style has its own set of pros Execute Data Measure Data Quality Quality and cons along with cost impact (both in terms of Improvement Plan investment and performance). Most organizations tend Data Quality to opt for Co-existence as it gives them the edge to meet Program E C all their business objectives at an optimal cost. The MDM Develop Plan to Assess Business Address Data Impact technology solution supports both analytical and Quality operational processes in real-time/ batch in both the Co- D existence and Transaction architecture style. Hence, it is Perform Root Cause Analysis important that the technology blends with the organization's overall IT architecture and ecosystem. and parcel of the daily job responsibilities of the users, Small wins at definite phases help increase rather than a one-off initiative. For any MDM initiative to MDM adoption succeed, it is imperative that effective data governance is supported by senior management. One of the key architectural points to note is the Service Oriented Architecture (SOA) support by the MDM package. Ensure Active MDM Vendor Support While evaluating MDM products and technologies, it is MDM is a rapidly growing area in terms of technology. essential to pick one that closely supports the universe of There are numerous product vendors who offer best-in use cases from all master data assets to avoid custom class MDM products with broad features such as Match, development in implementation. Merge, Trust, Survivorship, Front-End Data Governance Graphical User Interface (GUI) and Integration with third- Embrace Data Governance party information agencies such as Experian. Once your MDM is not a one-time technology implementation or a organization selects an MDM product that fits your IT one-time data cleansing exercise. Its primary purpose is to enable a 'Be-Clean-and-Stay-Clean' data asset across Continuous Improvement is the key to an the organization. The business owners within various effective MDM implementation departments and units must own the data along with the business processes. The data governance process needs architecture and ecosystem, it is important to involve the to identify, measure, capture, and rectify data quality product vendor throughout the MDM program in an issues in the source system itself. To keep the wheels of oversight role and have regular requirements discussion the MDM initiative well-oiled and turning, a formal model sessions. Each business has its own nuances and a way to manage data as a strategic resource - comprising of to optimally meet its requirements. A regular session with well-defined business rules, data stewardship, and data the product vendor can lead to mutually beneficial action control and compliance mechanisms - needs to be in place. points or product enhancements, minimizing custom The technology provides the tools to manage master data development. Organizations benefit immensely from assets. However, the data governance model must be built partnering with vendors who have demonstrated prior to support analytical and operational processes. The MDM expertise. governance aspects of data need to be treated as part
  • 6. C CONCLUSION Organizations need to take a holistic data management perspective. The right data management model helps the business immensely across a range of activities - from reporting, cross-selling and up-selling to decision making and compliance. The chances of an MDM initiative being successful increase significantly if organizations: • Consider MDM as a program within their foundational structure rather than a one-time project • Focus on ROI right from business case formulation through to post implementation • Ensure the continuous involvement of senior management • Provide an organizational structure to address governance issues at regular intervals
  • 7. The Infosys Informatica MDM Advantage Are you looking for: • Effective partner relationship management? • Increasing account revenue? • Reducing operational cost? • Managing consolidated resources post mergers and acquisitions? • Reducing duplicate customer communications? • Complying with regulations? The Informatica MDM Competency Centre at Infosys has been incubated with a vision to deliver technology-enabled business solutions around the Informatica MDM suite of products. The scope includes business process streamlining, master data governance, MDM package service, data quality, and business process outsourcing amongst others. Our end-to-end service offerings for successful delivery of MDM initiatives MDM VISION AND STRATEGY • Support strategic business initiatives • Business case, roadmap and data governance strategy definition • Program effectiveness assessment and change management BUSINESS PROCESS DEFINITION AND ALIGNMENT Business • As-is and To-be business processes mapping and Implementation capabilities rodamap assessment definition • Customer value analysis and customer lifecycle Informatica Vendor/product process maps implementation evaluation of master data hub core MDM hub • Business process harmonization and process Service Offerings automation TECHNOLOGY SOLUTION AND IMPLEMENTATION Governance Technology policy architecture • Product configuration and custom development definition definition • User experience design and development Master data flows and • Integration with back-end and legacy systems data models • Solution testing (system, performance, user acceptance) • Continual support and business process outsourcing
  • 8. The Infosys-Informatica Alliance Infosys and Informatica have been in a productive alliance since 2003. A Global Elite partner of Informatica Partnership extends beyond areas of data integration and data management Special Training sessions and Certifications from Informatica Holistic Visibility into Informatica product roadmap Joint Go-to-Market strategies for multiple industry verticals and solution development Success Stories About the Client Business Situation Solution Benefits $40+ billion USD company • Lack of global customer • Informatica MDM Solution - • Improved effectiveness of that designs, manufactures visibility and capabilities to Single source of truth for B2B sales, marketing and services and sells personal create flexible hierarchies customers operations globally computers, portable digital • Multiple sources of truth • Easily customizable • Reduced manual effort needed • Poor data quality & reliability hierarchies to model and maintain sales music players, mobile • Unified solution to aggregate, channels communication devices and cleanse, match, merge & • Ability to build next gen related software. federate data analytics A Global legal publishing arm • 3.2 million+ subscriber base • ETL strategy for customer to • Enabled 360 Degree view of of an Anglo-Dutch world- was managed through legacy interface with Informatica customer leading publisher and back office applications and MDM Solution • Best Version of Truth of information provider. standalone applications of the • MDM support & customer data for Back Office recent business acquisitions. enhancements for evolving and front Office applications • Front office applications did not needs of customer • Deliver better sales campaign have a unified view of • Merge rules configured to support customers reduce duplicates by over 30% USD $2+ billion company • Lack of partner visibility • Partner data hub for single • 360 degree view of its partners that is a leader in the • Absence of authoritative source source of truth both internally and externally virtualization software for partners • Program Management and enabling it to derive industry. It designs, develops • No objective metrics to evaluate driving Terms and Benefits efficiencies in channel partner performance and • Define a globally consistent operations, and sells virtualization measure Route-To-Market process through a • Provide abilities for business to software and solutions effectiveness Governance model create flexible master data worldwide. hierarchies Infosys Technologies Ltd. (NASDAQ: INFY) defines, designs and delivers IT-enabled business solutions that help Global 2000 companies win in a flat world. These solutions focus on providing strategic differentiation and operational superiority to clients. Infosys creates these solutions for its clients by leveraging its domain and business expertise along with a complete range of services. With Infosys, clients are assured of a transparent business partner, world-class processes, speed of execution and the power to stretch their IT budget by leveraging the Global Delivery Model that Infosys pioneered. For more information, contact askus@infosys.com www.infosys.com © 2010 Infosys Technologies Limited, Bangalore, India. Infosys believes the information in this publication is accurate as of its publication date; such information is subject to change without notice. Infosys acknowledges the proprietary rights of the trademarks and product names of other companies mentioned in this document.