Department
Evaluation Framework
Data Governance
Key Considerations for Analytics
Data Relationships
Customer Segmentation and Supply Chain Strategies
Procurement Metrics
Developing a Roadmap for Analytics Success
Relationships 
Hierarchical Relationships: These involve a structured relationship where one entity is subordinate to another, such as a
department within a company
...
Evaluation Framework include: Key Performance Indicators (KPIs): KPIs are specific metrics used to measure the performance of an organization,
department, or individual
...
Data Governance (K)
IT
Department: Responsible for the technical aspects of data management, including infrastructure and security
...
Key Considerations for Analytics Collaboration Across
Departments Analytics should not be siloed within a single department
...
Data Relationships For example, many employees may work in one
department ...
Customer Segmentation and Supply Chain Strategies Foster Cross-
Department Collaboration: Encourage collaboration between marketing, sales, and supply chain teams
...
Procurement Metrics Spend Under Management The percentage of total spend that is managed by the procurement
department ...
Developing a Roadmap for Analytics Success 1 Stakeholder Identification Engaging stakeholders from different
departments can provide valuable insights into the analytics needs of the organization
...
Performance Metrics Performance metrics are quantifiable measures used to evaluate the success of an organization,
department, or individual in achieving specific objectives
...
Creating a BI Implementation Checklist This involves gathering input from stakeholders across various
departments to identify their data needs and reporting requirements
...
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