Strategic Management
Performance Analysis
Assessment
Conditions
Building a Data Mining Framework for Analysis
Data Reporting
Key Insights from Reports
Data Functionality
Analytics Framework 
Decision Making: Utilizing insights gained from data analysis to inform
strategic decisions within the organization
...Inventory
management, marketing campaign optimization Steps in Building an Analytics Framework Building an effective analytics framework involves several critical steps: Define Objectives: Clearly outline the goals of the analytics initiative
...
Performance Analysis 
It aims to provide insights that help organizations improve their performance, make informed decisions, and achieve their
strategic objectives
...Balanced Scorecard: A strategic planning and
management system that aligns business activities to the vision and strategy of the organization
...
Assessment 
plays a crucial role in business analytics and business intelligence, as it provides insights that drive decision-making and
strategic planning
...Risk
Management Helps in identifying and mitigating potential risks
...
Conditions 
Supply Chain
Management: The effectiveness of the supply chain in delivering products
...Strategic Planning: Conditions analysis aids in formulating long-term strategies that align with market dynamics
...
Building a Data Mining Framework for Analysis 
data mining framework can significantly enhance the effectiveness of data analysis, leading to better decision-making and
strategic planning
...Data
Management Tools Software tools used for data storage, retrieval, and management
...
Data Reporting 
encompasses various techniques and tools that enable organizations to gather insights from their data, ultimately driving
strategic initiatives and improving operational efficiency
...It supports mid-level
management in making informed decisions
...
Key Insights from Reports 
Key insights from reports are crucial for organizations seeking to leverage data for improved decision-making and
strategic planning
...Risk
Management Insights can highlight potential risks, allowing organizations to mitigate them effectively
...
Data Functionality 
environments: Decision Making: Data functionality provides actionable insights that help organizations make informed
strategic decisions
...Risk
Management: Data functionality aids in identifying potential risks and developing mitigation strategies
...
Data Analysis and Business Transformation 
Organizations leverage data analysis to gain insights that drive
strategic decisions, optimize operations, and enhance customer experiences
...utilized data analysis for business transformation: Company A: Implemented predictive analytics to improve inventory
management, resulting in a 20% reduction in stock-outs
...
The Role of Predictive Analytics Today 
landscape, predictive analytics plays a crucial role in enhancing decision-making processes, optimizing operations, and driving
strategic initiatives across various industries
...marketing Increased customer loyalty and sales Finance Fraud detection and risk
management Reduced financial losses and improved compliance Healthcare Patient outcome prediction and resource allocation Improved
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...