Table of Contents

Cover image

Title page

Copyright

Dedication

Endorsements

Acknowledgments

About the Authors

Preface

Overview of the Book

Part I: Planning Your Multi-Domain Initiative

Chapter 1: Strategy, Scope, and Approach

Abstract

Defining Multi-domain MDM

Multi-domain MDM Strategy and Approach

How and Where to Start?

Multi-domain MDM Scope

Conclusion

Chapter 2: Defining and Prioritizing Master Data

Abstract

Identifying Domains

Identifying Master Data

Identifying Sources of Master Data

Determining the Master Data Elements

Business Definition Conflicts

Prioritizing Domains

Conclusion

Chapter 3: Architecture and Technology Considerations

Abstract

Multi-domain MDM Technological Background

MDM Architectures and Styles

Multi-domain MDM Technical Implementation Considerations

Technical Considerations to Other Major Functions

What About Big Data?

Conclusion

Chapter 4: Program Management Office Implementation

Abstract

Business and IT Alignment Considerations

Building Cross-Functional Alignment

Coordination of MDM Roles and Responsibilities

Handling Organization Change

PMO Tools and Processes

Program Communication

Program Value

Issue Management and Resolution

Conclusion

Chapter 5: Defining a Cross-Domain Maturity Model

Abstract

Maturity States

How and Where Can Maturity Be Measured?

Conclusion

Part II: Implementing the Multi-Domain Model

Chapter 6: Establishing Multi-Domain Data Governance

Abstract

The Data Governance Role and Relationship with MDM

Chapter 7: Data Stewardship

Abstract

What Is the Current State of Data Governance?

Should “Data Steward” Be a Formal Job Role and Job Title?

What is the Right Data Steward Approach Within Each MDM Domain?

How to Engage Data Stewards in Data Access Control Processes?

What Processes and Technologies Are Needed to Support Data Steward Roles?

Conclusion

Chapter 8: Data Integration

Abstract

Why Is Data Integration Necessary?

Data Integration Life Cycle

Entity Resolution Within the Data Integration Life Cycle

Conclusion

Chapter 9: Data Quality Management

Abstract

DQM in a Multi-domain MDM Environment

A Data-Quality Model

Data-Quality Improvement Cycle and Activities

Conclusion

Chapter 10: Metadata Management

Abstract

Metadata Management in the Context of Multi-Domain MDM

Metadata in a Typical Company

Metadata Management Goals

Organizing Metadata Management

Conclusion

Part III: Sustainability and Improvement

Chapter 11: Performance Measurement

Abstract

Strategic-Level Measurements

Tactical-Level Measurements

Operational-Level Measurements

Other Factors That Can Influence Performance Measurements

Conclusion

Chapter 12: Continuous Improvement

Abstract

Continuous Improvement in a Nutshell

Continuous Improvement in Multi-Domain MDM

Conclusion

Index

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