1. Data Governance

• Intranet Website
• E-Mail
• Meta-data Tools
• Issue Management Tools

2. Data Architecture Management

• Data Modeling Tools
• Model Management Tool
• Meta-data Repository
• Office Productivity Tools

3. Data Development

• Data Modeling Tools
• Database Management Systems
• Software Development Tools
• Testing Tools
• Model Management Tools
• Configuration Management Tools
• Office Productivity Tools

4. Data operations Management

• Database Management Systems
• Data Development Tools
• Database Administration Tools
• Office Productivity Tools

5. Data Security Management

• Database Management System
• Business Intelligence Tools
• Application Frameworks
• Identity Management Technologies
• Change Control Systems

6. Reference and Master Data Management

• Reference Data Management Applications
• Master Data Management Applications
• Data Modeling Tools
• Process Modeling Tools
• Meta-data Repositories
• Data Profiling Tools
• Data Cleansing Tools
• Data Integration Tools
• Business Process and Rule Engines
• Change Management Tools

7. Data Warehouse and Business Intelligence Management

• Business Executives and Managers
• DM Execs and Other IT Mgmt
• BI Program Manager
• SMEs and Other Info Consumers
• Data Stewards
• Project Managers
• Data Architects and Analysts
• Data Integration (ETL) Specialists
• BI Specialists
• Database Administrators
• Data Security Administrators
• Data Quality Analysts

8. Document and Content Management

• All Employees
• Data Stewards
• DM Professionals
• Records Management Staff
• Other IT Professionals
• Data Management Executive
• Other IT Managers
• Chief information Officer
• Chief Knowledge Officer

9. Meta-data Management

• Meta-data Repositories
• Data Modeling Tools
• Database Management Systems
• Data Integration Tools
• Business Intelligence Tools
• System Management Tools
• Object Modeling Tools
• Process Modeling Tools
• Report Generating Tools
• Data Quality Tools
• Data Development and Administration Tools
• Reference and Master Data Management Tools

10. Data Quality Management

• Data Profiling Tools
• Statistical Analysis Tools
• Data Cleansing Tools
• Data Integration Tools
• Issue and Event Management Tools