Course Outline
Introduction to AI in Supply Chain and Logistics
- Current trends in smart logistics
- Comparing AI with traditional analytics in supply chain management
- Essential technologies and platforms
AI-Driven Demand Forecasting
- Applying machine learning to time-series forecasting
- Managing seasonality and trend components
- Enhancing forecast accuracy using historical data
Inventory Optimisation and Replenishment
- Predicting optimal stock levels using AI
- Calculating safety stock and reorder points
- Integrating AI solutions with ERP and WMS systems
Route Optimisation and Fleet Intelligence
- Shortest path algorithms and delivery routing strategies
- Traffic-aware dynamic route planning
- AI-enabled transport scheduling
Warehouse Automation and Robotics
- AI applications in picking, sorting, and storage automation
- Using computer vision for shelf monitoring
- Coordinating with AGVs and robotic arms
Real-Time Analytics and Dashboarding
- Creating live dashboards with Tableau and Python
- Monitoring KPIs via real-time data streams
- Generating alerts and handling exceptions
Case Study and Capstone Project
- Analysing a multi-node supply chain scenario
- Applying forecasting and routing models
- Presenting a data-driven logistics optimisation plan
Summary and Future Directions
Requirements
- A foundational understanding of supply chain or logistics operations
- Experience with data analysis or business intelligence tools
- Basic familiarity with programming or scripting concepts
Target Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (4)
How to use and explore AI for daily works
Giovani Natalia - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
real life implementation, very insightful
Olivia Audrey - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
can learn about ai (colab, n8n)
Jeanny Puspita Sari - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics
How to use & explore AI on daily work
