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 Duration 21 hours

Course Outline

Introduction to AI in Supply Chain and Logistics

  • Emerging trends in smart logistics.
  • Comparing AI approaches with traditional analytics in supply chain management.
  • Overview of key technologies and platforms.

AI-Powered Demand Forecasting

  • Applying machine learning for time-series forecasting.
  • Managing seasonality and trend elements.
  • Enhancing forecast accuracy by leveraging historical data.

Inventory Optimization and Replenishment Strategies

  • Predicting stock levels using AI algorithms.
  • Calculating safety stock and reorder points.
  • Integrating AI capabilities with ERP and WMS systems.

Route Optimization and Fleet Intelligence

  • Utilizing shortest path algorithms for delivery routing.
  • Implementing dynamic route planning with traffic awareness.
  • Scheduling transport operations enabled by AI.

Warehouse Automation and Robotics Integration

  • Applying AI to automate picking, sorting, and storage processes.
  • Using computer vision for shelf monitoring.
  • Coordinating operations with AGVs and robotic arms.

Real-Time Analytics and Dashboard Development

  • Creating live dashboards using Tableau and Python.
  • Monitoring KPIs through real-time data streams.
  • Generating alerts and managing exceptions.

Case Study and Capstone Project

  • Analyzing a complex, multi-node supply chain scenario.
  • Applying forecasting and routing models to the scenario.
  • Presenting a comprehensive, data-driven logistics optimization plan.

Summary and Future Directions

Requirements

  • Familiarity with supply chain or logistics operational processes.
  • Proficiency with data analysis or business intelligence platforms.
  • Fundamental knowledge of programming or scripting languages.

Target Audience

  • Supply chain analysts.
  • Logistics managers.
  • Industrial planners.

Number of participants


Price per participant

Open Training Courses require 5+ participants.

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

Agatha Cheili - PT Astra Honda Motor
Course - AI for Supply Chain and Manufacturing Logistics

Upcoming Courses

AI for Supply Chain and Manufacturing Logistics

2026-11-18 09:30
21 hours
Salvador-Suarez Trade
$ 8730 (Online)
$ 10230 (Classroom)

AI for Supply Chain and Manufacturing Logistics

2026-12-02 09:30
21 hours
Salvador - Mundo Plaza Centre
$ 8730 (Online)
$ 10230 (Classroom)

AI for Supply Chain and Manufacturing Logistics

2026-12-16 09:30
21 hours
Sao Paulo - Nacoes Unidas Tower
$ 8730 (Online)
$ 10230 (Classroom)

AI for Supply Chain and Manufacturing Logistics

2026-12-30 09:30
21 hours
Sao Paulo-Top Center Paulista
$ 8730 (Online)
$ 10230 (Classroom)

AI for Supply Chain and Manufacturing Logistics

2027-01-13 09:30
21 hours
Campinas - Shopping Galleria Plaza
$ 8730 (Online)
$ 10230 (Classroom)

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Related Categories

Supply Chain Management (SCM)
Supply Chain Management (SCM)
AI for Manufacturing
AI for Manufacturing