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Generative‑AI Co‑Pilots for Supply Chain Professionals: Individual vs Enterprise Use Cases
Context Generative‑AI co‑pilots are conversational assistants built on large‑language models that can interpret natural language prompts and carry out tasks such as data analysis, document generation and decision support. Unlike traditional chatbots that follow scripts, co‑pilots can reason through complex problems, retrieve data from integrated systems and propose actions. In supply‑chain management, early applications include Continue reading
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Building an AI-Ready Supply Chain: Practical Steps for 2025–2026
Context Many supply chains were designed for a world of predictable demand, long lead times and siloed information. Today’s world is the opposite: demand swings wildly, disruptions occur regularly and data is scattered across spreadsheets, ERP systems and external partners. According to reports from the logistics technology firm FourKites, companies with disconnected systems experience up Continue reading
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Agentic AI in Supply Chain: From Promise to Practice
Context Agentic AI is the term used to describe AI systems that can act autonomously on behalf of a user or business. Instead of simply answering questions or providing data, an agentic model can interpret an objective, break it into tasks, call the necessary tools and complete the job with little human involvement. In supply 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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Five AI Innovations Transforming Logistics: From Advanced Analytics to Audio AI
By AI in the Chain Editorial Team – August 2025 Introduction Supply chains have always been about moving goods and information, but in 2025 that information is increasingly being generated, processed and acted on by artificial intelligence (AI). A decade of disruptive events – pandemics, geopolitical tensions, climate shocks and e‑commerce surges – has forced logisticians to rethink their 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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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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