Internal Reports
Support Change Management with Analytics
Data Mining for Identifying Key Stakeholders
Financial Insights
Create Customer-Centric Business Strategies
Data Utilization
Data Intelligence
Enhancing Financial Planning with Analytics
Insights 
Sources of Insights Insights can be derived from various sources, including:
Internal Data: Data generated within the organization, such as sales figures, employee performance metrics, and operational statistics
...External Data: Data obtained from outside the organization, including market research, industry
reports, and competitor analysis
...
Support Change Management with Analytics As businesses face rapid changes in technology, market demands, and
internal processes, effective change management becomes crucial
...Enhanced Communication Data visualizations and
reports can help communicate the need for change effectively to stakeholders
...
Data Mining for Identifying Key Stakeholders Types of Stakeholders
Internal Stakeholders: Employees, managers, and owners
...including: Surveys and feedback forms Social media interactions Customer transaction histories Market research
reports 3
...
Financial Insights Data Collection The process of gathering relevant financial data from various sources, including
internal systems and external market data
...Reporting Creating visual representations of data insights through dashboards and
reports to facilitate understanding
...
Create Customer-Centric Business Strategies Sales
reports showing customer purchase patterns
...Cultural Resistance: Overcoming
internal resistance to change within the organization
...
Data Utilization together to transform raw data into actionable insights: Data Collection: Gathering data from various sources, including
internal systems, customer interactions, and external databases
...Data Reporting: Communicating findings to stakeholders through
reports and dashboards
...
Data Intelligence Data Collection: The first step in data intelligence involves gathering data from various sources, which may include
internal systems, customer interactions, social media, and external databases
...Dashboards,
reports, and infographics
...
Enhancing Financial Planning with Analytics should follow a structured approach: Data Collection: Gather relevant financial data from various sources, including
internal systems and external market data
...Actionable Insights: Generate
reports that provide clear recommendations based on the analysis
...
Making Data-Driven Investments for Growth Sales
reports, customer behavior analysis
...Identify Data Sources: Determine where to collect relevant data, including
internal databases and external market research
...
Using Data to Drive Strategy Key Components of Data-Driven Strategy Data Collection: Gathering relevant data from various sources, including
internal databases, market research, and customer feedback
...Google Analytics: A web analytics service that tracks and
reports website traffic
...
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