AI Supply Chain
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Autonomous Supply Chains Are About Decisions, Not Robots
The term “autonomous supply chain” often conjures images of robotic warehouses and self-driving trucks. But true autonomy is not about hardware—it’s about decision-making. As highlighted in Harvard Business Review’s article “When Supply Chains Become Autonomous,” the future of supply chains isn’t defined by the replacement of humans with machines. Instead, it’s the rise of generative Continue reading
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When Cyber Risk Becomes a Supply Chain Risk
For most of the past decade, cybersecurity and supply chain management existed in parallel worlds. Cyber risk was seen as an IT concern. Supply chain risk was about physical disruption: port strikes, supplier insolvency, and logistics bottlenecks. But today, those worlds have converged. Cyber threats are no longer confined to data breaches or corporate espionage. Continue reading
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The Cost-to-Serve Opportunity: Why Supply Chains Lose Profit Without Seeing It
Why growth and profitability increasingly diverge Many supply chains appear successful on the surface. Volumes grow, revenue increases, service levels remain acceptable, and operations teams stay busy. Yet margins stagnate, working capital rises, and every planning cycle feels harder than the last. This contradiction is not accidental. It is structural. Across industries, companies have learned Continue reading
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From Firefighting to Decision Ownership: How AI Helps Supply Chains Escape Permanent Crisis Mode
Why most supply chains are stuck reacting instead of deciding Ask almost any supply chain team how their week went, and you will hear the same answer: firefighting. Expediting late orders, resolving shortages, managing escalations, responding to disruptions, and explaining misses. Firefighting has become normalized. It is often even rewarded. The best firefighters are seen 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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10 AI Tools That Will Replace 1,000 Hours in Supply Chain Operations
AI in supply chains is no longer about theoretical efficiency gains or experimental pilots. It’s about something tangible: reclaiming thousands of hours from repetitive, low-value work and redeploying that time toward higher-impact decisions. Lora Cecere’s research consistently emphasizes that the most successful AI projects are grounded in narrow AI applications—targeted tools that directly improve sensing, Continue reading
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This Is What an AI-Native Supply Chain Looks Like: A Day
At 6:00 AM, the AI-native supply chain is already awake. In fact, it never slept. While planners were off duty, the system monitored supplier feeds, geopolitical alerts, weather disruptions, and demand anomalies. It reprioritized shipments, rerouted containers, and recalculated capacity constraints in real time. By the time human teams log in, the day’s supply chain 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 Playbook: Automating Trade Compliance and Tariff Forecasting
Overview In an increasingly unpredictable trade landscape, supply chain teams need more than spreadsheets—they need an intelligence engine that can forecast risk, find optimal strategies, and drive smarter decisions. AI has become that engine, blending data, analytics, and automation to transform trade compliance from reactive to proactive. This playbook details how to create an AI-powered Continue reading
AI in the Chain 