Optimizing SAP Supply Chains and Sustainability with AI/ML

Overview

Discover how AWS AI/ML services integrate with SAP systems to optimize supply chains, reduce costs, and improve sustainability through enhanced demand planning and reduced energy consumption.

Syllabus

• Introduction to Course and Objectives
Overview of SAP systems and supply chain management
Introduction to AWS AI/ML services
Course goals: optimizing supply chains, cost reduction, and improving sustainability
• Fundamentals of SAP Supply Chain Management
Structure and components of SAP supply chains
Key performance indicators in supply chain management
Challenges in traditional supply chain management
• AWS AI/ML Services Overview
Introduction to AWS AI/ML tools and services
Use cases of AI/ML in various industries
Benefits of integrating AI/ML with existing systems
• Integration of AWS AI/ML with SAP Systems
Methods for integrating AWS AI/ML services with SAP
Tools and technologies for seamless integration
Case studies of successful integrations
• Optimizing Demand Planning with AI/ML
Techniques for improving demand forecasting using AI
Use of machine learning algorithms to enhance demand planning
Real-world applications and outcomes
• Reducing Supply Chain Costs with AI/ML
Identifying cost drivers in supply chains
Machine learning strategies for cost reduction
Examples of successful cost optimization
• Improving Sustainability and Reducing Energy Consumption
Role of AI/ML in enhancing sustainability
Data-driven energy management solutions
Strategies for minimizing environmental impact
• Practical Applications and Case Studies
Analysis of real-world examples and case studies
Discussion on lessons learned and best practices
Group activity: designing a strategy for AI/ML implementation in a sample supply chain
• Ethical and Legal Considerations
Addressing ethical concerns in AI/ML applications
Understanding legal implications and data privacy
Ensuring compliance with international regulations
• Course Review and Q&A
Summary of key topics covered
Open floor for questions
Guidance on further learning and resources

Subjects

Business