Operational Assessment
Data Audit
Data Quality Management in Governance Framework
Results
Statistical Analysis Benefits
Data Governance in Risk Management
Performance Review
Decisions
Learning 
Optimize
operational efficiency by predicting outcomes and trends
...Mitigate risks through predictive analytics and risk
assessment models
...
Data Audit 
Data Quality
Assessment: Evaluation of the accuracy, completeness, consistency, and timeliness of data
...Increased Efficiency: Streamlining data management processes leads to improved
operational efficiency
...
Data Quality Management in Governance Framework 
in Governance Data quality is essential for effective governance as it directly impacts decision-making, compliance, and
operational efficiency
...Assess Current Data Quality: Conduct a comprehensive
assessment of existing data quality to identify gaps and areas for improvement
...
Results 
Comparative Analysis:
Assessment of data across different segments or time periods to understand performance differences
...Financial reporting,
operational reports
...
Statistical Analysis Benefits 
Risk
Assessment: By quantifying risks and uncertainties, businesses can develop strategies to mitigate potential losses
...Enhanced
Operational Efficiency Statistical analysis helps organizations streamline their operations by identifying inefficiencies and areas for improvement
...
Data Governance in Risk Management 
Key Components of Data Governance Data Quality: Ensures the accuracy and reliability of data used in risk
assessments
...Increased
Operational Efficiency Streamlined data management processes lead to improved operational efficiency
...
Performance Review 
Purpose of Performance Reviews The main purposes of performance reviews include:
Assessment of Employee Performance: To evaluate how well employees are meeting their job responsibilities and performance goals
...Employee Engagement Employee satisfaction score, retention rate
Operational Efficiency Cost savings, process improvement metrics Challenges in Conducting Performance Reviews While performance reviews are a valuable tool,
...
Decisions 
Operational Decisions: Day-to-day decisions that ensure the smooth functioning of the organization
...Quality control, risk
assessment ...
Utilizing Data for Predictions 
The ultimate goal is to enable organizations to make data-driven decisions that enhance their
operational efficiency, customer satisfaction, and profitability
...supply chain management, predictive analytics helps in: Inventory optimization Demand forecasting Supplier risk
assessment 5
...
Data Intelligence 
of data intelligence is to transform raw data into meaningful information that can drive strategic initiatives and improve
operational efficiency
...Sales forecasting, risk
assessment ...
Geschäftsiee Selbstläufer 
Der Start in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. weit vor der Gründung des Unternehmens. Ein gute Geschäftsidee mit neuartigen Ideen und weiteren positiven Eigenschaften wird zur
"Selbstläufer Geschäftsidee". Hier braucht es dann nicht mehr viel, bis ein grosser Erfolg entsteht ...