AI, Machine Learning, Supply Chain
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How AI Is Redesigning Global Supply Chain Decision-Making in 2025
Executive Summary Introduction For more than two decades, supply chain excellence was largely defined by better planning cycles, improved forecast accuracy, and tighter cost control. Organizations invested heavily in ERP systems, advanced planning tools, and performance dashboards designed to optimize efficiency in relatively stable environments. In 2025, that paradigm is no longer sufficient. Volatility is Continue reading
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Tariffs Are the New Normal: How AI Helps Supply Chains Adapt Without Overreacting
Why tariffs are no longer temporary disruptions but a structural feature of global trade For decades, tariffs were treated as short-term political tools. Companies assumed they would be negotiated away, softened through exemptions, or reversed after elections. That assumption no longer holds. Tariffs have become a permanent feature of global trade. They now span geopolitical Continue reading
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AI & Workforce Transformation: Preparing Supply-Chain Talent for the Future
& Workforce Transformation: Preparing Supply‑Chain Talent for the Future Context Artificial intelligence is transforming supply chains, but its biggest impact may be felt in the workforce. As the SCM Talent Group notes, AI is not just a technological transition but a workforce transition. Open‑source models, low‑code platforms and plug‑and‑play applications are making advanced capabilities accessible Continue reading
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AI-Powered Sustainability and Circularity: Building the Supply Chains of Tomorrow
Building Sustainable and Circular Supply Chains with AI Context Sustainability has moved from a corporate social responsibility initiative to a strategic imperative for supply‑chain leaders. Governments are rolling out stricter emissions and waste regulations, investors are scrutinising environmental, social and governance (ESG) metrics, and consumers demand transparency on sourcing and lifecycle impacts. However, most supply chains Continue reading
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Graph Intelligence: Using Federated GNNs to Rebuild Supply Chain Visibility
Introduction Supply chain leaders have long battled the challenge of visibility. From hidden tier-2 suppliers to fragmented logistics networks, companies often fly blind when disruptions strike. Traditional dashboards can’t capture the complexity of global networks, and centralized data sharing raises red flags around privacy, trust, and competitive risk.Enter Federated Graph Neural Networks (GNNs) — a Continue reading
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Agentic AI: From Chatbots to Autonomous Co‑Workers in the Supply Chain
Explore how agentic AI is transforming supply chains from simple chatbots to autonomous co‑workers. This article covers real‑world examples, benefits and barriers, practical strategy guidelines and a sources section for further reading. Continue reading
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The Silent AI Crisis in Supply Chains: Are You Already Falling Behind?
AI is infiltrating every layer of the supply chain. From predictive forecasting and risk detection to intelligent inventory planning and supplier insights, it’s hard to find a process untouched by the promise of artificial intelligence. But beneath the surface of this technological momentum lies a quiet and dangerous truth: most supply chain organizations are not Continue reading
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Redesigning the Supply Chain for the Human Factor: A 2025 Perspective
In the age of artificial intelligence, most conversations about supply chain transformation tend to focus on automation, robotics, and digital twins. Yet, a growing school of thought emphasizes that the most overlooked lever for breakthrough performance is not more algorithms—but more empathy. Lora Cecere’s latest article, “Reinventing Supply Chains: Focus on Human Factors,” highlights a Continue reading
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AI for Predictive Maintenance in Supply Chain Logistics: Minimizing Downtime and Costs
Predictive maintenance, powered by artificial intelligence (AI), is reshaping supply chain logistics by enabling companies to minimize downtime, reduce costs, and boost operational performance. As companies navigate supply chain complexities, leveraging AI for predictive maintenance has become essential to stay competitive and ensure resilience. Understanding AI-Driven Predictive Maintenance AI-driven predictive maintenance uses real-time data from Continue reading
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AI and the New Automation Wave: How Robotics Are Transforming Warehousing
Warehousing has long been a cornerstone of supply chain operations, traditionally dominated by manual labor and repetitive tasks. Today, a new wave of AI-powered robotics is revolutionizing the sector, bringing efficiency, speed, and precision to an area that has historically lagged in innovation. The New Role of Robotics in Warehousing E-commerce growth, labor shortages, and Continue reading
AI in the Chain 