Course Outline
Introduction to AI in Supply Chain and Logistics
- Current trends in smart logistics
- Comparing AI with traditional analytics in supply chain management
- Key technologies and relevant platforms
AI-Driven Demand Forecasting
- Implementing time-series forecasting using machine learning
- Addressing 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
- Utilizing shortest path algorithms and delivery routing
- Executing traffic-aware dynamic route planning
- Managing transport schedules via AI-enabled tools
Warehouse Automation and Robotics
- Applying AI to picking, sorting, and storage automation
- Using computer vision for shelf monitoring
- Coordinating operations with AGVs and robotic arms
Real-Time Analytics and Dashboarding
- Building live dashboards using Tableau and Python
- Monitoring KPIs through real-time data streams
- Generating alerts and managing exception handling
Case Study and Capstone Project
- Examining a multi-node supply chain scenario
- Applying forecasting and routing models
- Presenting a data-driven plan for logistics optimization
Conclusion and Future Pathways
Requirements
- A solid grasp of supply chain or logistics operations
- Practical experience with data analysis or business intelligence tools
- Foundational knowledge of programming or scripting languages
Target Audience
- Supply chain analysts
- Logistics managers
- Industrial planners
Testimonials (3)
The input fm other industries through the trainer.
Lars Schacht - Scandlines Danmark ApS
Course - Advanced Sales and Operations Planning (S&OP) for Demand Forecasting
I liked the most that the trainer was professional, highly skilled in his domain of activity and very friendly towards us. 10/10
Claudiu - ASOCIATIA PENTRU VIITORII PROFESIONISTI IN TEHNOLOGIA INFORMATIEI
Course - SAP Financial Accounting and Controlling (FICO) for Consultants
I found NobleProg very easy to work with, considering the timezone challenges and our difficulty with trainees requiring support in Japanese. Overall, working with you on this training was satisfactory and I would have no hesitation recommending your organisation. If a training need occurs for us in the ASPAC region again, I will be in touch with NobleProg.
