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Coursera

Designing Intelligent Self-Healing Supply Chains

via Coursera

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Overview

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Build the knowledge to design resilient, AI-powered supply chains that detect disruptions, evaluate alternatives, and support real-time recovery. This course explores self-healing supply chain management using AI, machine learning, reinforcement learning, IoT, digital twins, intelligent automation, and cloud-native architecture. Designed for supply chain, operations, technology, and transformation professionals, the course examines demand sensing, multi-echelon inventory optimization, dynamic safety stock, supplier collaboration, and AI agents. You’ll evaluate manufacturing, pharmaceutical cold-chain, and retail applications while exploring explainable AI, human oversight, cybersecurity, edge computing, API integration, regulatory traceability, sustainability, and circular inventory flows. You’ll learn to design scalable self-healing systems, establish governance guardrails and performance metrics, and evaluate strategies for omnichannel optimization and geopolitical resilience. By the end, you’ll be able to plan a phased progression from real-time visibility to predictive, prescriptive, and autonomous supply chain operations.

Syllabus

  • Foundations and Design of Self-Healing Supply Chains
    • This module examines how demand sensing, inventory optimization, AI agents, IoT, digital twins, and cloud-native architecture enable supply chains to detect disruptions and execute corrective actions. Learners evaluate manufacturing, retail, and cold-chain applications while exploring machine learning, cybersecurity, sustainability, and circular inventory flows.
  • Scaling and Optimizing Intelligent Operations
    • This module focuses on designing, governing, scaling, and measuring intelligent supply chain systems. Learners examine explainable AI, human oversight, edge computing, API integration, regulatory traceability, omnichannel optimization, geopolitical resilience, performance metrics, and the phased transition to autonomous operations.

Taught by

TSV Learning

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