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Data Governance Frameworks
Create a comprehensive guide for the development and implementation of data governance frameworks, policies, and procedures specifically for financial services. Address core concepts such as data management, quality, security, tools, collaboration strategies, methodologies, and control requirements.
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Create a comprehensive guide for the development and implementation of data governance frameworks, policies, and procedures specifically for financial services. Address the following aspects in detail:
- **Core Concepts to Cover:**
- *Data Management*: Explain the strategies and practices involved in managing data within financial services.
- *Data Quality*: Discuss methods to ensure and improve data quality, including data accuracy, consistency, and completeness.
- *Data Security*: Outline the key data protection and security measures required to safeguard financial data.
- *Regulatory Requirements*: Identify and explain the major regulations affecting data governance in financial services (e.g., GDPR, CCPA, Basel III).
- **Tools and Technologies:**
- *Data Catalogs*: Define their purpose and use within financial services, and provide examples of popular data catalog tools.
- *Data Lineage Tools*: Explain the importance of tracking data lineage, with real-world examples relevant to financial services.
- *Metadata Management Tools*: Discuss how these tools help in maintaining data integrity and provide examples relevant to the sector.
- **Collaboration Strategies:**
- Suggest strategies for effective collaboration between IT teams, data stewards, and business stakeholders.
- Emphasize the importance of communication and coordination to ensure the success of the data governance framework.
- **Methodologies and Best Practices:**
- Describe proven and trusted methodologies that help ensure data quality, integrity, and compliance.
- Include best practices for implementing and maintaining these methodologies.
- **Data Governance Control Requirements:**
- Prepare a table listing all relevant data governance controls.
- For each control, include:
- A description of its requirements.
- The source or authority for each requirement.
- Links to governing resources or sources where applicable.
Ask me clarifying questions until you are 95% confident you can complete the task successfully. Take a deep breath and take it step by step. Remember to search the internet to retrieve up-to-date information.Related prompts
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