Financial Reports
Trend Analysis
Source Validation
Comprehensive Overview of Performance Metrics
Data Analysis for Nonprofit Impact Measurement
Perspectives
Review
Develop Data-Driven Performance Metrics
Analysis Framework 
gathering relevant data from various sources, which may include: Internal Sources: Company databases, CRM systems,
financial records External Sources: Market research, social media, public datasets Effective data collection ensures that the data is accurate, relevant, and sufficient for
...This involves: Understanding the implications of the findings Identifying actionable insights Preparing
reports for stakeholders Reports should be tailored to the audience, ensuring that technical details are communicated in an accessible manner
...
Trend Analysis 
Communicate Findings: Present the results to stakeholders using
reports, dashboards, or presentations
...Finance: Analyzing
financial data to forecast revenue and expenses, assess investment opportunities, and manage risks
...
Source Validation 
Credibility: Using validated sources enhances the credibility of
reports and analyses
...Below are brief descriptions of two notable case studies: Case Study 1:
Financial Services Firm A leading financial services firm developed a source validation framework that incorporated peer review and cross-verification methods
...
Comprehensive Overview of Performance Metrics 
Type Description Examples
Financial Metrics Measures related to financial performance and profitability
...collaboration tools Google Analytics A web analytics service that tracks and
reports website traffic
...
Data Analysis for Nonprofit Impact Measurement 
Financial Data Data related to the financial health of the organization
...Annual
reports detailing income, expenses, and funding sources
...
Perspectives 
Sales
reports, customer segmentation
...Case Study 2:
Financial Services A financial institution applied diagnostic analytics to understand the reasons behind customer churn
...
Review 
Financial Reviews: Reviewing financial statements and metrics to ensure fiscal health
...include: Business Intelligence (BI) Tools: Software such as Tableau and Power BI that help visualize data and generate
reports ...
Develop Data-Driven Performance Metrics 
Reporting Communicate findings through dashboards and
reports to stakeholders
...This may involve integrating various data sources, such as CRM systems,
financial software, and operational databases
...
Results 
Reporting Generates structured
reports based on analyzed data
...Financial reporting, operational reports
...
Real-Time Decision Making with Analytics 
Visualization: Presenting data in a clear and actionable format using dashboards and
reports ...Financial Analysis Finance teams can monitor cash flow and financial metrics continuously, enabling proactive management of resources and risks
...
Selbstständig mit einem Selbstläufer 
Der Weg in die Selbständigkeit beginnt mit einer Geschäftsidee und nicht mit der Gründung eines Unternehmens. Ein gute Geschäftsidee mit innovationen und weiteren positiven Eigenschaften wird zum "Geschäftidee Selbstläufer" ...