Diagnostic Metrics
Driving Sustainability Initiatives with Data
Analyze Operational Data for Improvement
Analyzing Financial Data Trends
Perspectives
Processes
Business Strategy
Performance Analytics
Integrating Analytics into Business Strategy 
Improved Operational Efficiency: By analyzing processes and performance
metrics, organizations can identify inefficiencies and optimize operations
...Diagnostic Analytics Examines data to determine the cause of past outcomes
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Analytical Framework 
Diagnostic Analytics Examines data to understand the reasons behind past outcomes
...Establish
Metrics: Define key performance indicators (KPIs) and metrics that will be used to measure success
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Driving Sustainability Initiatives with Data 
It includes descriptive,
diagnostic, predictive, and prescriptive analytics
...Diagnostic Analytics This type of analytics allows businesses to delve deeper into the "why" behind their performance
metrics ...
Analyze Operational Data for Improvement 
encompasses various types of data, including: Sales data Inventory levels Customer interactions Supply chain
metrics Employee performance data By analyzing this data, businesses can identify trends, measure performance, and make informed decisions that lead to operational improvements
...Diagnostic Analytics Diagnostic analytics seeks to explain why certain events occurred
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Analyzing Financial Data Trends 
Key Financial
Metrics To effectively analyze financial data trends, it is essential to understand key financial metrics
...Diagnostic Analysis: Investigates past performance to understand the reasons behind trends
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Perspectives 
Diagnostic Analytics: Aims to determine the cause of past outcomes by analyzing data correlations
...Performance
Metrics Using key performance indicators (KPIs) to evaluate financial health
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Processes 
Data Analysis Processes Descriptive analysis Inferential analysis
Diagnostic analysis Predictive analysis Data Visualization Processes Charts and graphs Dashboards Heat maps
...Reporting Processes Automated reports Ad-hoc reporting Performance
metrics Executive summaries Importance of Processes in Predictive Analytics Processes play a crucial role in the field of predictive analytics, as they ensure the
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Business Strategy 
Performance
Metrics Criteria for measuring success and progress towards goals
...Diagnostic Analytics: Aims to determine why certain events occurred by analyzing data patterns
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Performance Analytics 
It encompasses a range of methodologies and tools designed to assess performance
metrics, helping organizations make data-driven decisions to enhance efficiency and effectiveness
...Diagnostic Analytics Examines past performance to determine why certain results occurred
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Results 
Type of Result Description Financial Results
Metrics related to revenue, profit margins, and overall financial health
...Diagnostic Analytics: Focuses on understanding why certain outcomes occurred by analyzing data patterns
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Franchise ohne Eigenkapital 
Der Start per Franchise beginnt mit der Auswahl der Geschäftsidee unter Berücksichtigung des Eigenkapital, d.h. des passenden Franchise-Unternehmen. Eine gute Geschäftsidee läuft immer wie von ganz alleine - ob mit oder ohne eigenes Kapitial. Der Franchise-Markt bietet immer wieder Innnovationen - so auch Franchise ohne Eigenkapital...