# Hierarchical Access Model for Power BI Workspaces
![image.png](data:image/png;base64,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)
In the realm of data management and business intelligence, the delineation of access across various tiers of users is paramount for both security and functional clarity. The diagram presented visualizes a concentric model of user access within Power BI workspaces, which is categorized into four main groups:
**1. COE Members:**
At the core of this model are the Center of Excellence (COE) Members. These individuals possess the most comprehensive access to the workspace, engaging deeply with all aspects of the BI content from creation to management. They are the architects of the BI strategy, ensuring the integrity and security of the data models and the overarching BI environment.
**2. Unified COE Members:**
The next layer extends to the Unified COE Members, who are likely specialists collaborating closely with the core COE team. They are responsible for advancing the BI initiatives, driving the development of analytics, and performing intricate collaborations such as data modeling and report generation. Their access is extensive but slightly less than the core COE Members, focusing on specialized BI tasks.
**3. Federated Users:**
Moving outward, Federated Users are typically representatives from various business units who have been granted access to the workspace to contribute and collaborate on specific BI projects. Their focus is on leveraging the centralized BI assets to create tailored reports and dashboards that serve the unique needs of their respective departments. Their engagement is more collaborative, with a focus on customization and localized insight generation.
**4. Business Users:**
The outermost ring represents the Business Users. This broad group primarily interacts with the BI workspace in a viewing capacity. They utilize the insights generated by the inner circles, applying the data to make informed decisions within their business contexts. Their interaction with the workspace is predominantly through consumption of finalized reports and dashboards.
**Access Dynamics:**
The vertical axis represents the scope of workspace usage, with 'Viewing' at the top and 'Collaboration' at the bottom. As we move from the center of the circles to the outer layers, the level of active collaboration decreases while the level of content viewing increases. COE Members, being at the core, are highly collaborative and less involved in the viewing of finalized content. Conversely, Business Users at the periphery are mostly viewers of the content and less involved in its creation or collaboration processes.
The hierarchical access model for Power BI workspaces provides a clear framework that can be directly translated into a robust access policy for Business Intelligence (BI) systems. Formulating such a policy involves setting clear guidelines on the permissions and responsibilities for each user group. Here's how this model can facilitate the creation of an access policy:
1. **Define User Roles and Permissions:**
- **COE Members**: Given the most comprehensive access, including the ability to change data models, manage users, and alter permissions. They act as administrators within the BI environment.
- **Unified COE Members**: Provided with advanced permissions that include developing and editing content, but may have restricted access to certain administrative functionalities to prevent conflicts with the core COE strategies.
- **Federated Users**: Allowed to create and manage content within a specific scope, usually tied to their business unit’s objectives. They can collaborate on shared workspaces but may not have the ability to publish or alter the core data models.
- **Business Users**: Granted read-only access to consume finalized reports and dashboards for decision-making purposes. They can interact with the BI content via viewing or commenting but cannot alter the underlying data or structures.
2. **Implement Access Control Mechanisms:**
- Use role-based access control (RBAC) within the BI tool to map these roles to the corresponding permissions.
- Establish authentication protocols to ensure that users can only access the system with verified credentials.
3. **Develop Governance Protocols:**
- COE Members are responsible for maintaining the governance framework, including compliance with data privacy regulations and internal data security policies.
- Unified COE and Federated Users must adhere to established data standards and governance rules when creating or modifying content.
4. **Create Collaboration Guidelines:**
- Policies should clarify how different user groups collaborate within the BI environment, specifying which tools and methods are to be used for shared development efforts.
5. **Outline Training and Support Structures:**
- Determine the training requirements for each user group to ensure they understand their roles and how to effectively use the BI tools.
- Provide ongoing support and resources for users to stay updated on BI best practices and system updates.
6. **Establish Accountability and Audit Trails:**
- Maintain logs of user activities within the BI system to track changes and ensure accountability.
- Regularly audit access levels and permissions to ensure they align with users' current roles and responsibilities.
7. **Review and Update the Access Policy Regularly:**
- BI needs and organizational structures evolve, so it's essential to regularly review and update the access policy to reflect any changes in roles, responsibilities, or BI tools.
By following these guidelines, an organization can create a comprehensive access policy that leverages the hierarchical access model to ensure data security, enhance collaboration, and streamline the decision-making process. This policy will not only define how users interact with the BI system but also protect the integrity of the data and the insights derived from it.