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 smart logistics
- Comparing AI with traditional analytics in supply chain management
- Key technologies and platforms
AI-Driven Demand Forecasting
- Time-series forecasting using machine learning
- Managing seasonality and trend components
- Enhancing forecast accuracy through historical data analysis
Inventory Optimization and Replenishment Strategies
- Predicting stock levels with AI
- Calculating safety stock and reorder points
- Integrating AI solutions with ERP and WMS systems
Route Optimization and Fleet Intelligence
- Shortest path algorithms and delivery routing
- Dynamic route planning with traffic awareness
- AI-enabled transport scheduling
Warehouse Automation and Robotics
- AI applications in picking, sorting, and storage automation
- Using computer vision for shelf monitoring
- Coordination 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 managing exceptions
Case Study and Capstone Project
- Analyzing a multi-node supply chain scenario
- Applying forecasting and routing models
- Presenting a data-driven logistics optimization plan
Conclusion and Future Directions
Requirements
- Familiarity with supply chain or logistics operations
- Experience using data analysis or business intelligence tools
- Basic knowledge of programming 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