Inventory Optimization
Objectives
Identification
Improving Operational Efficiency through Predictions
Analytics Techniques
Predictive Models
Leverage Analytics for Growth
Utilize Predictive Analytics for Business Growth
Predictive Analytics in Retail 
By analyzing patterns and trends, retailers can anticipate customer behavior, manage
inventory, and improve marketing strategies
...Price
Optimization Using historical sales data to determine optimal pricing strategies that maximize revenue and profit margins
...
Objectives 
Supply Chain
Optimization: Predicting demand to improve
inventory management and reduce waste
...
Identification 
Resource
Optimization Identification allows for better allocation of resources based on identified trends
...Inventory management by identifying sales trends
...
Improving Operational Efficiency through Predictions 
Resource
Optimization Efficient allocation of resources based on predicted demand
...Supply Chain Management In supply chain management, predictive analytics helps organizations forecast demand, optimize
inventory levels, and streamline logistics
...
Analytics Techniques 
Technique Description Applications
Optimization Finding the best solution from a set of feasible solutions
...Supply Chain Analytics - Optimizing supply chain operations and
inventory management
...
Predictive Models 
Industry Application Retail Customer behavior prediction,
inventory management Finance Credit scoring, fraud detection Healthcare Patient
...disease outbreak forecasting Manufacturing Predictive maintenance, supply chain
optimization Telecommunications Churn prediction, network optimization Building Predictive Models The process
...
Leverage Analytics for Growth 
This form of analytics utilizes algorithms, machine learning, and
optimization techniques to suggest the best course of action
...Some notable use cases include: Supply Chain Management: Optimizing
inventory levels, reducing costs, and improving delivery times
...
Utilize Predictive Analytics for Business Growth 
Application Marketing Customer segmentation, campaign
optimization, and lead scoring
...Operations Supply chain optimization and
inventory management
...
Data Analysis Strategies for Business Growth 
Marketing strategy
optimization,
inventory management 3
...
Data Analysis in Real-Time 
Industry Application Retail
Inventory management and customer behavior analysis
...Manufacturing Supply chain
optimization and predictive maintenance
...
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" ...