The Certified Generative AI for Supply Chain Management program is globally designed to enhance intelligent decision-making, operational efficiency, and innovation across modern supply chain ecosystems.
Learn directly from global AI practitioners, supply chain experts, and industry leaders who are transforming supply chain strategy with Generative AI driven solutions.









•Basics of GANs, VAEs, and Transformers
•SCM fundamentals: procurement, production, logistics
•Benefits of AI in SCM: efficiency, cost reduction
•GANs and VAEs for Synthetic Data Generation
•Transformer Models for SCM Insights
•Combining Models for Complex Tasks (e.g., Hybrid models for demand forecasting and logistics optimization)
•Multi-scenario demand forecasting
•Modeling Consumer Behavior Shifts with LLMs (Large Language Models)
•Real-time adjustments with IoT integration
•Use Case: Retail - Seasonal demand planning
•Use Case: F&B - Predicting perishable demand
•Dynamic inventory adjustments with AI
•Simulation models for stock optimization
•Multi-channel inventory strategies
•Use Case: E-commerce - Stock level optimization
•Real-time route changes based on AI predictions
•Fleet Management Improvements with Generative AI
•Sustainable logistics optimization
•Use Case: Delivery - Efficient Routing with AI-powered GPS Systems
•Predicting Supplier Risks and Reliability with AI Models
•AI-Enhanced Negotiation Strategies
•Supplier Diversification via AI Insights
•Use Case: Manufacturing - Supplier Selection
•Optimizing Production Schedules Using AI Algorithms
•Predictive Maintenance with AI-based Systems
•Quality Control through Anomaly Detection (e.g., using Deep Learning)
•Use Case: Electronics - Reducing Waste with Generative AI Models
•AI for Risk Forecasting and Disruption Planning
•Financial Risk Simulation with Generative AI
•Geopolitical Risk Analysis
•Use Case: Pharma - Supply Chain Continuity
•AI-driven customer insights and personalization
•Virtual Assistants and AI Chatbots for Customer Handling
•Predictive Feedback Analysis with LLMs
•Use Case: E-Commerce - Enhancing Service Quality with AI-powered Feedback Systems
•AI for Sustainable Practice Modeling
•Optimizing Recycling and Waste Reduction with AI
•Reducing Carbon Footprint through AI-optimized Routes
•Use Case: Consumer Goods - Sustainability Initiatives
•Addressing AI biases and fairness
•Data Privacy and Regulatory Compliance (e.g., GDPR, AI Act)
•Ethical AI Frameworks for SCM
•Use Case: Global SCM - Ethical AI Deployment
•Tools: TensorFlow, PyTorch, Hugging Face, etc.
•Integrating Generative AI with ERP and SCM Systems
•Cloud vs. On-Premises AI Deployment in Supply Chains
•Use Case: FMCG - End-to-End Visibility with AI
•Developing a Generative AI Model for SCM
•Case Study Analysis of AI Applications in SCM
•Designing an AI-driven Supply Chain Strategy
•Capstone Project: Full AI Optimization of Supply Chain Processes
•Personalized 1-on-1 Trainer/SME Connect Session - Receive a 1-on-1 connect session from Trainer/SME to resolve all types of queries.
•Daily Live Session with Lifelong Learning - Participate in a daily live session with industry experts where professionals from around the world connect with SMEs and have a brainstorming session.
•Agentic AI: An Overview
•The Real Contrast Between Generative and Agentic AI
•How Agentic AI Actually Works in SCM
•Self-Optimizing Logistics Agents and Autonomous Decision-Making in SCM
Learn from experienced practitioners and industry leaders who bring real-world expertise and practical insights to the program.
Experience hands-on AI learning every day with 45-minute expert-led sessions. Practice in real time, get your doubts resolved instantly, and gain certification-aligned skills. Build practical, job-ready AI expertise with guidance from global AI leaders.
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Basic knowledge of supply chain management principles.No advanced technical skills required.Readiness to learn about artificial intelligence
Exam Questions
40
Exam Format
Multiple choice
Language
English
Passing Score
65%
Duration
90 min
Open Book
No
Certification Validity
5 Years
Complimentary Retake
Yes

GSDC’s Certified Generative AI for Supply Chain Management is built around one problem: supply chains break not because data is missing, but because decisions are slow, fragmented, and reactive. This program focuses on how generative AI can be placed directly inside planning, sourcing, and logistics workflows so systems can generate options, test scenarios, and recommend actions before disruptions escalate.
Instead of treating AI as a reporting layer, the curriculum shows how generative models reshape supply chain analytics from creating demand scenarios, designing inventory buffers, modelling supplier failure paths, to generating operational playbooks for logistics teams
Learners work with questions such as how generative AI actually works in planning environments, why generative AI is important when volatility is constant, and how AI driven supply chain intelligence changes day-to-day decisions.
Delivered through GSDC’s Learn by Doing methodology and supported by GSDC AI Studio, the certification places learners in applied planning simulations, disruption-response modelling, and real operational problem-solving, preparing them to build supply chains that don’t just report the past, but actively design the next move.