AI Applications in Operations and Supply Chain

Introduction

This course provides an in-depth exploration of artificial intelligence (AI) applications across operations and supply chain management, empowering professionals to optimize processes and drive innovation.

Objectives

• Understand foundational AI concepts relevant to operations and supply chains
• Identify key AI tools and technologies used in logistics and inventory management
• Analyze the impact of AI on procurement, forecasting, and demand planning
• Evaluate case studies of AI-driven operational excellence
• Develop strategies for successful AI adoption and integration

Course Outlines

Day 1: Foundations of AI in Operations and Supply Chain

• Overview of AI and its relevance to supply chain management
• Key terminology: machine learning, deep learning, and automation
• Current trends and drivers for AI adoption in operations
• Major challenges and opportunities
• Ethical considerations and responsible AI use

Day 2: AI in Logistics and Inventory Management

• Automated warehousing and robotics
• AI-powered inventory optimization techniques
• Smart logistics: route planning and dynamic scheduling
• Real-time tracking and visibility solutions
• Case study: AI in last-mile delivery

Day 3: AI for Procurement and Supplier Management

• AI-driven supplier risk assessment
• Automating procurement processes
• Smart contract management
• Predictive analytics for supplier performance
• Case study: AI-powered sourcing strategies

Day 4: Demand Forecasting and Planning with AI

• Machine learning models for demand prediction
• Sensing market and environmental signals with AI
• Integrating AI with ERP systems
• Scenario planning and demand shaping
• Case study: AI-enabled sales and operations planning (S&OP)

Day 5: AI Strategy, Implementation, and Future Trends

• Developing an AI adoption roadmap
• Change management and workforce transformation
• Measuring success and ROI of AI initiatives
• Emerging AI technologies in the supply chain
• Group project: Designing an AI-driven supply chain solution