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Mazhar LeGhari
Building for Success: The Foundation for
Achievable MDM
Impact of Business Models and Data
 Commercial                            Retail                   Wealth      Capital   Business         Residential       Data     Individual               Group          Investments



   Understand Impact of Business Models on Data
         Loans                        Mortgages                    Investments          LL             Mobile          Data            Life                Medical          Pensions


       On-Boarding, KYC, Risk, Privacy, AML                                           Orders, Billing, Retention, Service       Illustration Mgmt, Cases, Underwriting Policy


                              Integration Bus/SOA                                                Integration Bus/SOA                               Integration Bus/SOA


                                         Customer                                                                                               Illustrations
                                                                                          Billing Profile
                                         Customer contacts                                                                                      Cases
                                                                                          Credit Profile
             Meta                        Corporate contacts
                                                                                          Loyalty Profile                                       Underwriting
                                         Portfolio                                                                                              Risk Profiles
  Reference                              Loans
                                                                                          Survey responses
                                                                                          Payment data                                          Policies
                                         Financial Terms                                                                                        Claims
                                                                                                  Transactional                                            Analytical



                        ABC Inc                                    John Smith          ABC Inc                  John Smith               ABC Inc                       John Smith
                         XYZ Inc                                    Jane Smith          XYZ Inc                 Jane Smith                XYZ Inc                      Jane Smith
                            Loans                                       Savings         Services                                              Cases                       Policy
                                                                                                                    Accounts
                           Terms                                    Credit Card       Agreements                                              Claims                    Premium
                                                                                                                    Services


 Core                                    Credit                                                                                                                 Call
                    Loans                                      Policy     Claims       Billing    Orders                        Commissions    Products                 Funds      Agency
                                                                                                             Mktg       ODS
Banking                                   Card                                                                                                             Centre




  Copyright © 2013 , SAS Institute Inc. All rights reserved.
Information Architecture Challenges
Commercial                          Retail                    Wealth Capital    Business      Residential     Data
                                                                                                                                          Business

                                                                                                                                      Business Silos

                                                                                                                       Lack of Business Involvement
      Loans                        Mortgages                    Investments       LL          Mobile         Data
                                                                                                                      Lack of Data Value Positioning
  On-Boarding, KYC, Risk, Privacy, AML                                          Orders, Billing, Retention, Service

                                        Customer                                    Billing Profile                                    Business/IT
                                        Portfolio                                   Credit Profile
                                                                                                                      Process Driven Data Focus
                                        Loans                                       Loyalty Profile
                                        Financial Terms                             Survey responses                  Policies and Procedures

                                                                                                                      Various Data Terms & Meanings
                      ABC Inc                                   John Smith        ABC Inc              John Smith
                        XYZ Inc                                  Jane Smith        XYZ Inc              Jane Smith
                          Loans
                                                                                                                                                  IT
                                                                   Savings         Services              Accounts
                          Terms                                  Credit Card     Agreements                               Data Fragmentation & Silos
                                                                                                         Services

                                                                                                                                   Poor Data Quality
  Core                                   Credit
                     Loans                                    Policy   Claims     Billing   Orders
Banking                                    Card
                                                                                                      Mktg    ODS                     Project Delays
                                                                                                                         Data Integration Challenges


                                             ODS                       DWH




 Copyright © 2013 , SAS Institute Inc. All rights reserved.
Traditional Information Management Approach

                                         Retail                                                Corporate     Call Center




                                                                                       Integration Bus/SOA




                                                                   Just In Time during Data Migration

Application Driven Approach                                     Profile       Cleanse        De-Duplicate          CRM



              CRM
             Billing                Calls
                                    Mktg.
                                                                Profile       Cleanse         De-Duplicate        Loyalty

             Loans                    ERP


             Profile             Cleanse                        Profile      Cleanse         De-Duplicate          EDW
                 De-Duplicate




   Copyright © 2013 , SAS Institute Inc. All rights reserved.
Avoid Risks: Facilitate Business & IT Collaboration
                                            Retail                                       Corporate      Call Center




                                                                                 Data Value Chain                      Data Governance

                                          Sales                                         Marketing        Service

                                        Terms                                                            Rules          Data Semantics

                                                                                 Integration Bus/SOA




                                                   Analyze                                   Evaluate   Monitor        Data Stewardship




                                                             Profile   Cleanse       De-Duplicate             CRM



      CRM
     Billing                Calls
                            Mktg.
                                                             Profile   Cleanse       De-Duplicate            Loyalty

     Loans                   ERP


    Profile              Cleanse                             Profile   Cleanse       De-Duplicate             EDW
        De-Duplicate




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Understand Who Needs What



             DEPARTMENTS
                                                          Sales

                                             Marketing

                                                   Finance

         Risk and Compliance

                             Strategy Office


                        Field Operations




6
    Copyright © 2013 , SAS Institute Inc. All rights reserved.
Quantify Value: Leverage Use Cases
                                 Industry Driver: Compliance




                           Source: TowerGroup, From High Street to Main Street…Finding business value in compliance spending,11-2010




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Quantify Value: Leverage Use Cases
                              Business Function: Marketing




                                                             Source: TowerGroup, 11-2010




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Quantify Value: Conduct Value Chain Analysis

                    High
                                                                        Prepare         Web &                      Deploy          Service
           High business                                 Customer
                                                                                      Online Data     Customer                    Recovery
             value but                                  Profitability
                                                                                                      Contacts
           modest data
           availability or                                                                                                                      High value
              quality.                                                                                       Products &                        to multiple
                                                             Fraud Data       Campaigns                      Categories                          business
             Make the
                                                                                                                                               initiatives/
                            Business Value




            investment
                                                                                                                                              available data
                                                                                                               Service
                                                                                                                KPIs
                                                                  Demographics

                                                                                                    Social Media                               High ability
                                                                                                    Transactions           Product              to deliver,
                                                                                                                         Profitability         but modest
                                                                                  Churn                                                          business
             Low business                                                                                                                      value. “Bolt
             benefits, data                                    Branch                                                            G/L Data      on” to other
             unavailable or                                    Profiles                                 Product                                  business
               too dirty                                                                               Utilization                              initiatives

                                                                          Defer                                 Consider
                     Low
                                             1                                                                                                 5
                                                 Low
                                                                                      Data Availability                                      High


Copyright © 2013 , SAS Institute Inc. All rights reserved.
Establishing Data Governance Framework
                           Corporate
       P                                                         Strategic Priorities: Voice of the    Business Drivers: At-Risk Projects: Data
                                                                                            Drivers
                                                                Customer; Compliance Mandates,           Quality Improvement; Operational
       R                                                             Mergers & Acquisitions                          Efficiencies
       O                   Business
       G                                                          Data                                   Decision-
                           Framework                                                  Guiding                                     Decision
       R                                                      Governance                                  making
       A
                                                                                     Principles                                      Rights
                           Process                              Charter                                    Bodies
      M
                           & Policy                                                  Data Stewardship Roles & Tasks
       O
       V                   Data
       E                                                        Data          Data        Metadata       Data            Data         Security &
       R
                           Management                        Requirement Architecture Management       Quality      Administration      Access
                                                                                                                                        Rights
       V
       S                    Data                                          People: Council, Stakeholders, Meeting Agendas
        I
                            Governance
       G                                                               Process: Metrics Definition, Workflow, Council By-Laws
       H                    Execution                                          Mechanisms: Stewardship Dashboards,
       T
                            Process                                          Workflow Automation, Data Profiling Tools


Copyright © 2013 , SAS Institute Inc. All rights reserved.
Positioning Value: Focus on Business Drivers




                                                             Don’t Boil The Ocean




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Avoid Risks: Define Scope
                       Customer On-Boarding
                                                                           Customer Centricity
                                      Corporate Customers                  Segmentation
 Core                                 Retail Customers                     Marketing
Banking                               Counterparties

                                                                           Customer contacts
Loans                                                                      Corporate contacts
                                                                                                                              Customer 360
                                                                           Portfolio
 Credit                                                                    Loans
 Card                                                                      Financial Terms       Hub


                                         Suppliers
 Policy
                                         Insured                           Exposure                                         Compliance Reports
                                         Brokers                           Compliance                                       Solvency II Applications
 Claims                                  Citizen Records                   Broker Book of Business
                                                                           Life Time Value

              As Is Data Management Approach                                                           To Be Data Management Approach



    Supply Chain, Procurement, Asset Maintenance

                      Location/Site                 Products     Assets   Supplier                                        Product Catalogs
   ERP                                                                                                                    Asset Data Mastering
                                                                                                                          Supplier On-Boarding/Rating
                                                                                                 Hub
   ERP
                                                                                                                          Location/Site Hub
 Inventory




    Copyright © 2013 , SAS Institute Inc. All rights reserved.
Use Case: New Data Challenges in Financial Services
     Operational Impact of Regulations




                                                                         VS.
                                                                                                           Data Driven Approach




            Application Driven Approach




Source:2013 , SAS Institute Inc. All rights reserved.
 Copyright © TowerGroup, From High Street to Main Street…Finding business value in compliance spending,11-2010
Use Case: Consolidation of Customer Data in Telecoms

               One of the biggest challenges facing today’s telecommunications providers is the
               ability to sift through the massive volumes of detailed customer and network usage
               data in order to provide an end-to-end picture of their network, financial and customer
               behavior. In today’s hyper-competitive marketplace, those with the best data will win.
               TM Forum: Power of Questioning Everything About Your Business




                                                             VS.



                                                                               Data Driven Approach




                       Application Driven Approach




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Information Management Landscape with MDM
 Commercial                            Retail                   Wealth      Capital   Business         Residential            Data      Sales              Marketing           Service



   Data Management Landscape with MDM
         Loans                        Mortgages                    Investments          LL             Mobile               Data     Customer Care            Web          Call Centre


       On-Boarding, KYC, Risk, Privacy, AML                                           Orders, Billing, Retention, Service                   Loyalty, Profitability, Campaigns


                              Integration Bus/SOA                                                Integration Bus/SOA                                Integration Bus/SOA


                                         Customer                                                                                                Sales revenues
                                                                                          Billing Profile
                                         Customer contacts                                                                                       Customer segments
                                                                                          Credit Profile
             Meta                        Corporate contacts
                                                                                          Loyalty Profile                                        Promotion history
                                         Portfolio                                                                                               Campaign responses
  Reference                              Loans
                                                                                          Survey responses
                                                                                          Payment data                                           Customer value scores
                                         Financial Terms

                                                                                                  Transactional                                             Analytical



                        ABC Inc                                    John Smith          ABC Inc                      John Smith              ABC Inc                    John Smith
                                                       Hub                                                  Hub                                               Hub
                         XYZ Inc                                    Jane Smith          XYZ Inc                      Jane Smith              XYZ Inc                   Jane Smith
                            Loans                                       Savings         Services                                              Offers                   Demographics
                                                                                                                         Accounts
                           Terms                                    Credit Card       Agreements                                            Segment                    Campaigns
                                                                                                                         Services


 Core                                    Credit                                                                                                              Call
                    Loans                                      Policy     Claims       Billing    Orders                              CRM       Products                 ERP       DWH
                                                                                                                  Mktg       ODS
Banking                                   Card                                                                                                               Centre




  Copyright © 2013 , SAS Institute Inc. All rights reserved.
Avoid Risks: Summary
                                                                                                                                                        Don’t Boil The Ocean
          Commercial                             Retail                Wealth        Insurance      Sales           Distribution            Service
                                                                                                                                                         Executive Sponsorship


                                                                                                                                                            Business Focused

                   Loans                         Mortgages                     Policy              Orders          Suppliers         Procurement
                                                                                                                                                       Data Governance Framework

                         Build Foundation for Data Governance Framework & Master Data                                                                      Data Stewardship


                                •           Define                                     •      Design                   •           Evaluate
                                •           Discover                                                                   •           Control                  Scope for Success
                                                                                       •      Execute

                                                                                                                                                         Understand Complexity


                                                                                                                                                             Build Roadmap
                                          ABC Inc                               John Smith               ABC Inc                       John Smith
                                          XYZ Inc                               Jane Smith               XYZ Inc                       Jane Smith          Address Data Silos
                                            Loans                                   Savings              Services                       Accounts
                                            Terms                     Hub                                                    Hub                          Improve Data Quality
                                                                                Credit Card             Agreements                      Services

                                                                                                                                                         MDM for Trusted Data
                  Core                                       Credit
                                       Loans                                Loans      Claims           Policy      Policy
                 Banking                                      Card                                                                 Agency     Cases   Take the Phased Approach




Copyright © 2013 , SAS Institute Inc. All rights reserved.
Mazhar LeGhari
mazhar.leghari@sas.com
@LinkedIn
Twitter - @mleghari




   Copyright © 2010, SAS Institute Inc. All rights reserved.

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Building for Achievable MDM Impact

  • 1. Mazhar LeGhari Building for Success: The Foundation for Achievable MDM
  • 2. Impact of Business Models and Data Commercial Retail Wealth Capital Business Residential Data Individual Group Investments Understand Impact of Business Models on Data Loans Mortgages Investments LL Mobile Data Life Medical Pensions On-Boarding, KYC, Risk, Privacy, AML Orders, Billing, Retention, Service Illustration Mgmt, Cases, Underwriting Policy Integration Bus/SOA Integration Bus/SOA Integration Bus/SOA Customer Illustrations Billing Profile Customer contacts Cases Credit Profile Meta Corporate contacts Loyalty Profile Underwriting Portfolio Risk Profiles Reference Loans Survey responses Payment data Policies Financial Terms Claims Transactional Analytical ABC Inc John Smith ABC Inc John Smith ABC Inc John Smith XYZ Inc Jane Smith XYZ Inc Jane Smith XYZ Inc Jane Smith Loans Savings Services Cases Policy Accounts Terms Credit Card Agreements Claims Premium Services Core Credit Call Loans Policy Claims Billing Orders Commissions Products Funds Agency Mktg ODS Banking Card Centre Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 3. Information Architecture Challenges Commercial Retail Wealth Capital Business Residential Data Business Business Silos Lack of Business Involvement Loans Mortgages Investments LL Mobile Data Lack of Data Value Positioning On-Boarding, KYC, Risk, Privacy, AML Orders, Billing, Retention, Service Customer Billing Profile Business/IT Portfolio Credit Profile Process Driven Data Focus Loans Loyalty Profile Financial Terms Survey responses Policies and Procedures Various Data Terms & Meanings ABC Inc John Smith ABC Inc John Smith XYZ Inc Jane Smith XYZ Inc Jane Smith Loans IT Savings Services Accounts Terms Credit Card Agreements Data Fragmentation & Silos Services Poor Data Quality Core Credit Loans Policy Claims Billing Orders Banking Card Mktg ODS Project Delays Data Integration Challenges ODS DWH Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 4. Traditional Information Management Approach Retail Corporate Call Center Integration Bus/SOA Just In Time during Data Migration Application Driven Approach Profile Cleanse De-Duplicate CRM CRM Billing Calls Mktg. Profile Cleanse De-Duplicate Loyalty Loans ERP Profile Cleanse Profile Cleanse De-Duplicate EDW De-Duplicate Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 5. Avoid Risks: Facilitate Business & IT Collaboration Retail Corporate Call Center Data Value Chain Data Governance Sales Marketing Service Terms Rules Data Semantics Integration Bus/SOA Analyze Evaluate Monitor Data Stewardship Profile Cleanse De-Duplicate CRM CRM Billing Calls Mktg. Profile Cleanse De-Duplicate Loyalty Loans ERP Profile Cleanse Profile Cleanse De-Duplicate EDW De-Duplicate Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 6. Understand Who Needs What DEPARTMENTS Sales Marketing Finance Risk and Compliance Strategy Office Field Operations 6 Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 7. Quantify Value: Leverage Use Cases Industry Driver: Compliance Source: TowerGroup, From High Street to Main Street…Finding business value in compliance spending,11-2010 Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 8. Quantify Value: Leverage Use Cases Business Function: Marketing Source: TowerGroup, 11-2010 Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 9. Quantify Value: Conduct Value Chain Analysis High Prepare Web & Deploy Service High business Customer Online Data Customer Recovery value but Profitability Contacts modest data availability or High value quality. Products & to multiple Fraud Data Campaigns Categories business Make the initiatives/ Business Value investment available data Service KPIs Demographics Social Media High ability Transactions Product to deliver, Profitability but modest Churn business Low business value. “Bolt benefits, data Branch G/L Data on” to other unavailable or Profiles Product business too dirty Utilization initiatives Defer Consider Low 1 5 Low Data Availability High Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 10. Establishing Data Governance Framework Corporate P Strategic Priorities: Voice of the Business Drivers: At-Risk Projects: Data Drivers Customer; Compliance Mandates, Quality Improvement; Operational R Mergers & Acquisitions Efficiencies O Business G Data Decision- Framework Guiding Decision R Governance making A Principles Rights Process Charter Bodies M & Policy Data Stewardship Roles & Tasks O V Data E Data Data Metadata Data Data Security & R Management Requirement Architecture Management Quality Administration Access Rights V S Data People: Council, Stakeholders, Meeting Agendas I Governance G Process: Metrics Definition, Workflow, Council By-Laws H Execution Mechanisms: Stewardship Dashboards, T Process Workflow Automation, Data Profiling Tools Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 11. Positioning Value: Focus on Business Drivers Don’t Boil The Ocean Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 12. Avoid Risks: Define Scope Customer On-Boarding Customer Centricity Corporate Customers Segmentation Core Retail Customers Marketing Banking Counterparties Customer contacts Loans Corporate contacts Customer 360 Portfolio Credit Loans Card Financial Terms Hub Suppliers Policy Insured Exposure Compliance Reports Brokers Compliance Solvency II Applications Claims Citizen Records Broker Book of Business Life Time Value As Is Data Management Approach To Be Data Management Approach Supply Chain, Procurement, Asset Maintenance Location/Site Products Assets Supplier Product Catalogs ERP Asset Data Mastering Supplier On-Boarding/Rating Hub ERP Location/Site Hub Inventory Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 13. Use Case: New Data Challenges in Financial Services Operational Impact of Regulations VS. Data Driven Approach Application Driven Approach Source:2013 , SAS Institute Inc. All rights reserved. Copyright © TowerGroup, From High Street to Main Street…Finding business value in compliance spending,11-2010
  • 14. Use Case: Consolidation of Customer Data in Telecoms One of the biggest challenges facing today’s telecommunications providers is the ability to sift through the massive volumes of detailed customer and network usage data in order to provide an end-to-end picture of their network, financial and customer behavior. In today’s hyper-competitive marketplace, those with the best data will win. TM Forum: Power of Questioning Everything About Your Business VS. Data Driven Approach Application Driven Approach Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 15. Information Management Landscape with MDM Commercial Retail Wealth Capital Business Residential Data Sales Marketing Service Data Management Landscape with MDM Loans Mortgages Investments LL Mobile Data Customer Care Web Call Centre On-Boarding, KYC, Risk, Privacy, AML Orders, Billing, Retention, Service Loyalty, Profitability, Campaigns Integration Bus/SOA Integration Bus/SOA Integration Bus/SOA Customer Sales revenues Billing Profile Customer contacts Customer segments Credit Profile Meta Corporate contacts Loyalty Profile Promotion history Portfolio Campaign responses Reference Loans Survey responses Payment data Customer value scores Financial Terms Transactional Analytical ABC Inc John Smith ABC Inc John Smith ABC Inc John Smith Hub Hub Hub XYZ Inc Jane Smith XYZ Inc Jane Smith XYZ Inc Jane Smith Loans Savings Services Offers Demographics Accounts Terms Credit Card Agreements Segment Campaigns Services Core Credit Call Loans Policy Claims Billing Orders CRM Products ERP DWH Mktg ODS Banking Card Centre Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 16. Avoid Risks: Summary Don’t Boil The Ocean Commercial Retail Wealth Insurance Sales Distribution Service Executive Sponsorship Business Focused Loans Mortgages Policy Orders Suppliers Procurement Data Governance Framework Build Foundation for Data Governance Framework & Master Data Data Stewardship • Define • Design • Evaluate • Discover • Control Scope for Success • Execute Understand Complexity Build Roadmap ABC Inc John Smith ABC Inc John Smith XYZ Inc Jane Smith XYZ Inc Jane Smith Address Data Silos Loans Savings Services Accounts Terms Hub Hub Improve Data Quality Credit Card Agreements Services MDM for Trusted Data Core Credit Loans Loans Claims Policy Policy Banking Card Agency Cases Take the Phased Approach Copyright © 2013 , SAS Institute Inc. All rights reserved.
  • 17. Mazhar LeGhari mazhar.leghari@sas.com @LinkedIn Twitter - @mleghari Copyright © 2010, SAS Institute Inc. All rights reserved.