TWBI公司发表的一篇关于数据管控策略方面的文章,作者是PHILIP RUSSOM,比较有参考价值。
Table of Contents
Research Methodology and Demographics . . . . . . . . . . . . 3
Executive Summary . . . . . . . . . . . . . . . . . . . . . . . . . 4
Overview of Data Governance . . . . . . . . . . . . . . . . . . . . 5
Definitions of Data Governance . . . . . . . . . . . . . . . . . . 5
Critical Attributes of Data Governance . . . . . . . . . . . . . . . 6
Why Data Governance Now? . . . . . . . . . . . . . . . . . . . . 7
Benefits and Barriers . . . . . . . . . . . . . . . . . . . . . . . . 8
The State of Data Governance Programs . . . . . . . . . . . . . 10
The Role of DG in Initiatives and Implementations . . . . . . . 11
Data Governance for Data-Driven Business Initiatives . . . . . . 12
Data Governance for Data Management Implementations . . . . 13
Prioritizing the Phases of Data Governance . . . . . . . . . . . . 14
The Three Pillars of DG . . . . . . . . . . . . . . . . . . . . . . 16
Compliance . . . . . . . . . . . . . . . . . . . . . . . . . . 16
Business Integration . . . . . . . . . . . . . . . . . . . . . 17
Business Transformation . . . . . . . . . . . . . . . . . . . 17
Organizational Issues for Data Governance . . . . . . . . . . . 18
Cross-Functional Collaboration as a Requirement for
Data Governance . . . . . . . . . . . . . . . . . . . . . . . . . 18
Organizational Structures that Support Data Governance . . . . . 18
Data Governance’s Relationship to Other Forms of Governance . . 19
Staffing the Data Governance Board . . . . . . . . . . . . . . . 20
Leading the Data Governance Board . . . . . . . . . . . . . . . 21
Software Automation for Data Governance . . . . . . . . . . . 22
The Role of Software Automation . . . . . . . . . . . . . . . . . 22
Tool Types that Support Data Governance . . . . . . . . . . . . 22
Semantic tools . . . . . . . . . . . . . . . . . . . . . . . . 24
Central repository . . . . . . . . . . . . . . . . . . . . . . . 24
Data quality tools . . . . . . . . . . . . . . . . . . . . . . . 24
Cross-system data discovery and monitoring tools . . . . . . 25
Data integration tools . . . . . . . . . . . . . . . . . . . . 25
Databases . . . . . . . . . . . . . . . . . . . . . . . . . . 26
Dedicated DG applications . . . . . . . . . . . . . . . . . . 26
Collaborative documents for DG . . . . . . . . . . . . . . . 27
Professional services for DG . . . . . . . . . . . . . . . . . 27
Recommendations . . . . . . . . . . . . . . . . . . . . . . . . . 28



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