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AI driven end to end supply chain optimization

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Optimize logistics, demand planning & procurement with AI. Reduce costs, improve forecasts & boost supply chain ROI.
1
1/5
(29) Ratings
157 students
Created by Arun Singhal B-Tech, MBA (IIM-B),Unilever, J&J, Danone, IIMU, Cello
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What you'll learn

  • Understand Why Traditional Supply Chains Fail
  • Discover Where AI Creates Immediate ROI
  • Apply the Supply Chain Maturity Model
  • Build AI-Driven Demand Forecasting Models
  • Optimize Inventory Using AI
  • Apply Advanced AI Concepts (Without Coding)
  • Make Smarter Procurement Decisions
  • Optimize Logistics and Transportation
  • Understand Core AI Algorithms (Simply Explained)
  • Improve Warehouse Efficiency Using AI
  • Learn from Real-World Case Studies
  • Build Supply Chain Resilience
  • Implement AI in Your Organization
  • Advance Your Career
This course includes:
5 total hours on-demand video
0 articles
37 downloadable resources
37 lessons
Full lifetime access
Access on mobile and TV
Certificate of completion
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Course content

Requirements

  • 5 hours learning time

Description

Transform your supply chain from reactive planning to data-driven, AI-powered decision making—without coding.

This course shows you how to apply AI across demand planning, inventory optimization, logistics, procurement, and risk management to reduce cost, improve service levels, and build a resilient, high-performing supply chain. You will learn practical frameworks, real-world use cases, and step-by-step methods you can apply immediately in your organization.

Why This Course

Traditional supply chains rely on static rules, manual planning, and backward-looking reports. That approach breaks under volatility—leading to poor forecasts, excess inventory, stockouts, and high logistics costs.

This course teaches you how to:

  • Predict demand more accurately

  • Optimize inventory across locations

  • Reduce transportation costs with smarter routing

  • Manage supplier risk proactively

  • Make faster, better decisions using AI

No programming is required. The focus is on business impact, not coding.

What You Will Learn

  • Why traditional supply chains fail and where AI creates immediate ROI

  • The supply chain maturity model: reactive to predictive to autonomous

  • Why forecasts fail in real companies and how AI improves accuracy

  • Time-series and machine learning models explained in simple terms

  • How to include external data like seasonality and promotions in forecasts

  • AI-driven safety stock and multi-location inventory optimization

  • How to balance cost vs service level using data-driven decisions

  • Reinforcement learning concepts applied to inventory decisions

  • Supplier risk prediction and cost vs reliability optimization

  • AI-based vendor scoring for procurement decisions

  • Transportation challenges and AI-based route optimization

  • Load planning and last-mile delivery optimization

  • Core algorithms like genetic algorithms and graph-based routing explained simply

  • Warehouse layout, slotting, and demand-based storage optimization

  • Robotics and computer vision basics for warehouse automation

  • How companies like Amazon optimize fulfillment using AI

  • Identifying early warning signals and predicting disruptions

  • Scenario planning and what-if analysis for risk management

  • How to handle global disruption scenarios using AI

  • A step-by-step roadmap to implement AI in your supply chain

  • No-code tools you can use to get started quickly

  • How to pitch AI initiatives to leadership with clear ROI

  • Resume and interview strategies for supply chain roles

Hands-On Learning

This is not a theory-only course. You will work through:

  • Practical simulations for forecasting, inventory, and logistics decisions

  • Real-world case studies including stockout vs overstock trade-offs

  • Scenario-based exercises to test decision-making under uncertainty

  • Step-by-step frameworks you can apply in your job

Who This Course Is For

  • Supply chain and operations professionals who want to apply AI to real problems

  • Business leaders responsible for cost, service level, and efficiency

  • Consultants working on supply chain transformation

  • Students and career switchers targeting supply chain or analytics roles

  • Non-technical professionals who want to understand AI without coding

  • Entrepreneurs managing inventory, logistics, or procurement

What Makes This Course Different

  • Focus on business outcomes, not algorithms

  • Simple explanations of complex AI concepts

  • End-to-end coverage: demand, inventory, logistics, procurement, and risk

  • Real-world use cases and decision frameworks

  • No coding required

Outcomes

By the end of this course, you will be able to:

  • Use AI to improve forecasting and reduce uncertainty

  • Optimize inventory and logistics decisions

  • Manage supplier risk proactively

  • Build a more resilient and cost-efficient supply chain

  • Confidently discuss AI-driven supply chain strategies in interviews and at work

Take the Next Step

If you want to reduce costs, improve service levels, and future-proof your supply chain using AI, this course will give you the tools and frameworks to do it.

Enroll now and start building an AI-driven supply chain.

This Course is Part of a Structured Learning Path

Learning Path: Operations & SCM PATH (Starter → Builder → Advanced)

This course is your ADVANCED step.

Next Recommended Courses

After completing this course, continue your growth with:

Integrated Operations & Supply Chain Management (Starter)

Excellence in Crisis Management & BCP (Builder)

Healthcare Revenue Cycle Management (Builder)

Systems Thinking (Builder)

AI for Project Planning (Advanced)

AI for Operations (Advanced)

Who this course is for:

  • Supply chain and operations professionals who want to use AI to improve forecasting, inventory, and logistics decisions
  • Planners and analysts looking to move beyond Excel to data-driven decision-making
  • Business leaders responsible for cost, service level, and operational efficiency
  • Managers who want to understand how AI delivers real ROI in supply chain operations
  • Consultants and strategy professionals working on supply chain transformation and digital initiatives
  • Professionals who want to add AI-driven optimization frameworks to their toolkit
  • MBA students, engineers, and graduates targeting supply chain or analytics roles
  • Career switchers who want practical, job-ready AI knowledge without coding
  • Non-technical professionals curious about how AI is applied in real business scenarios
  • Entrepreneurs and startup founders managing inventory, logistics, or procurement
  • Anyone looking to reduce costs and improve efficiency using AI-driven decisions
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