Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 21 hours
Course Outline
Introduction to AI in Supply Chain and Logistics
- Emerging trends in intelligent logistics
- AI versus conventional analytics in supply chain management
- Essential technologies and digital platforms
AI-Driven Demand Forecasting
- Machine learning approaches to time-series forecasting
- Managing seasonality and long-term trends
- Enhancing forecast precision using historical data
Optimizing Inventory and Replenishment
- AI-based prediction of optimal stock levels
- Calculating safety stock and reorder points
- Integrating AI with ERP and WMS systems
Fleet Intelligence and Route Optimization
- Delivery routing using shortest path algorithms
- Dynamic route planning with traffic awareness
- AI-powered transport scheduling
Warehouse Robotics and Automation
- AI applications in picking, sorting, and storage automation
- Computer vision for monitoring shelves
- Coordination with AGVs and robotic arms
Real-Time Analytics and Dashboards
- Building live dashboards using Tableau and Python
- Monitoring KPIs via real-time data streams
- Implementing alert generation and exception handling
Case Studies and Capstone Project
- Analyzing multi-node supply chain scenarios
- Applying forecasting and routing models
- Presenting a data-driven logistics optimization strategy
Recap and Future Directions
Requirements
- Fundamental knowledge of supply chain or logistics operations
- Proficiency with data analysis or business intelligence platforms
- Basic familiarity with programming languages or scripting
Target Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
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
