Supply Chain
Outcomes
Stakeholder Engagement
Utilizing Data for Predictive Insights
Predictive Strategies
Analysis
Visual Analytics Framework
Risk Analytics
Implementing Predictive Analytics 
Objectives could range from improving customer retention to optimizing
supply chain management
...
Identifying Trends with Predictive Insights 
Manufacturing: Predicting equipment failures, optimizing
supply chain management, and improving production schedules
...
Outcomes 
Production rates,
supply chain efficiency Customer Outcomes Results that reflect customer satisfaction and engagement
...
Stakeholder Engagement 
Enhanced
supply chain transparency and reduced environmental impact
...
Utilizing Data for Predictive Insights 
Supply Chain Management Forecasting demand and optimizing inventory levels
...
Predictive Strategies 
Supply chain optimization, resource allocation
...
Analysis 
Operational Efficiency: Monitoring production processes and
supply chain performance
...
Visual Analytics Framework 
Supply Chain Management: Optimizing logistics and inventory management through data-driven insights
...
Risk Analytics (K) 
Manufacturing: Used to identify
supply chain risks and optimize production processes
...
Visual Analytics for Business Intelligence 
Operations
Supply chain optimization Inventory management Process improvement analysis 4
...
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 ...