The AI+ Supply Chain™ Certification offers an in-depth exploration of how Artificial Intelligence (AI) is transforming supply chain management. Covering everything from basic concepts to advanced applications, the course highlights AI-driven solutions for supply chain optimization, including leveraging generative AI for developing innovative strategies, digitizing supply chain operations, and managing logistics efficiently. Participants will also explore AI applications designed for specific industries and engage in a hands-on workshop to address real-world supply chain challenges with AI technologies. Get ready to lead the way in AI-driven supply chain innovation.
Supply Chain Professionals: Individuals aiming to enhance their AI knowledge for optimizing supply chain processes and decision-making.
Data Analysts: Professionals wanting to leverage AI for data analysis to improve supply chain performance and drive insights.
Business Managers and Executives: Leaders seeking to understand AI’s strategic impact on supply chains and implement innovative solutions within theirorganizations.
Operations and Logistics Managers: Managers looking to integrate AI technologies to enhance efficiency and streamline workflows in supply chainactivities.
Module 1: Introduction to Artificial Intelligence in Supply Chain
1.1 Overview of Artificial Intelligence in Supply Chain Management (SCM)
1.2 Transforming Supply Chains with AI
1.3 Ethical Implications of AI in Supply Chains
Module 2: Advanced AI Techniques for Supply Chain
2.1 Machine Learning in Supply Chain
2.2 Expert Systems in SCM
2.3 Integrating Images and Text in Supply Chain AI
Module 3: Generative AI in Supply Chain Management
3.1 The Origin of Generative AI
3.2 Generative AI in Revenue Management and Demand Forecasting
3.3 Transformer and LSTM Architectures in Generative AI
Module 4: Supply Chain Digitization
4.1 Introduction to Supply Chain Digitization
4.2 Supply Chain Integration and Push-Pull Strategies
4.3 Supply Chain Resiliency, Planning and Sustainability
Module 5: Intelligent Driven Supply Chain Management
5.1 Introduction to Smart SCM
5.2 Employing Smart SCM and Prompt Engineering
5.3 Future Trends of Smart SCM
Module 6: Industry Aspects of Advanced SCM
6.1 Introduction to Industrial SCM
6.2 Business Value from AI and Gen AI in Supply Chain
6.3 Risks and Challenges of Adopting AI and Gen AI in Industrial SCM
Module 7: Policies of Logistics Management in Supply Chain with AI
7.1 Role of Supply Chain Management in the Organization
7.2 Warehousing Strategy for Efficient Supply Chain Management
7.3 Technical Coverage of SCM with Multi-Dimensional Aspects
Module 8: Supply Chain Masterclass with AI Assistance
8.1 Supplier Selection and Relationship Management with AI
8.2 Mastering Advancements in SCM with Modern Artefacts
Optional Module: AI Agents for Supply Chain
What Are AI Agents
What Are AI Agents in Logistics and Supply Chain
Applications & Trends of AI Agents in Supply Chain
How Does an AI Agent Work
Core Characteristics of AI Agents
Key Advantages of AI Agents in Logistics and Supply Chain
Types of AI Agents