Organizational Performance
Data Perspectives
Strategy
BI Culture
Data Mining Challenges
Building Data-Driven Businesses
Insights from Data-Driven Decision Making
Data Literacy
Insight 
Insights can lead to improved business
performance and competitive advantage
...Resistance to Change:
Organizational culture may resist data-driven decision-making, impacting the implementation of insights
...
Data Perspectives 
the importance of effective data analysis cannot be overstated, as it directly impacts strategy, operations, and overall
performance ...Resistance to Change:
Organizational culture may resist adopting data-driven approaches, impacting implementation
...
Strategy 
and implementation of business strategies: Balanced Scorecard: A
performance management tool that provides a view of
organizational performance from multiple perspectives
...
BI Culture 
BI Culture, or Business Intelligence Culture, refers to the
organizational environment that promotes the effective use of data and analytics to drive decision-making and improve business
performance ...
Data Mining Challenges 
Algorithm Efficiency: Data mining algorithms must be optimized to process vast amounts of data without compromising
performance ...Changing Business Needs: As
organizational goals evolve, data mining efforts must align with new objectives
...
Building Data-Driven Businesses 
Data Culture: Fostering an
organizational culture that values data-driven decision-making at all levels
...of Data-Driven Decision Making Data-driven decision making (DDDM) is critical for organizations aiming to optimize their
performance and enhance their market position
...
Insights from Data-Driven Decision Making 
By utilizing data, organizations can enhance their
performance, improve customer satisfaction, and drive innovation
...Resistance to Change:
Organizational culture may resist adopting data-driven approaches
...
Data Literacy 
Encourage a Data-Driven Culture: Foster an
organizational culture that values data-driven decision-making and encourages experimentation
...Marketing Manager Understanding customer data, campaign
performance analysis, market trends
...
Drive Strategic Business Outcomes 
strategic business outcomes involves the use of various analytical methods to inform decision-making and optimize business
performance ...Resistance to Change:
Organizational inertia may prevent the adoption of data-driven decision-making processes
...
Transforming Data into Actionable Insights 
Performance reporting, trend analysis Prescriptive Analytics Providing recommendations for actions based on data analysis
...Utilize the Right Tools: Choose appropriate tools that align with
organizational needs and capabilities
...
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" ...