Demand forecasting
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Putting AI into Practice: Building Intelligent Supply Chains
Artificial intelligence (AI) promises to transform supply chains, but as Lora Cecere warns, it should not be treated as ‘AI lipstick’ on top of outdated ERP systems and spreadsheet‑driven processes. Rather than chasing shiny tools, organisations need to rethink how they plan, orchestrate and govern decisions. Surveys show that many digital transformation efforts still deliver… Continue reading
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AI for Defense Supply Chains: Managing Complexity in High‑Security Networks
Modern defense supply chains operate in a world where geopolitical tensions, export restrictions and technology cycles move faster than traditional planning models can adapt. Headlines about semiconductor shortages, cyber‑attacks and sanctions illustrate the fragility of networks that support critical national security programs. Yet the earliest signals of disruption are rarely visible to the broader market.… 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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Global PMI Signals and Supply Chain Insights for May 2025: A Data-Driven Forecasting Guide
In today’s volatile economic environment, Purchasing Managers’ Index (PMI) data offer timely insight into manufacturing and supply-side pressures around the world. For supply chain professionals, integrating PMI data into AI-enhanced forecasting models can significantly improve responsiveness to sudden shifts. In May 2025, key PMI readings across the United States, Germany, China, India, and Japan provide… Continue reading
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Navigating Supply Chain Turbulence: AI, Tariffs, and the Four Pillars of Future Readiness
Introduction “Trump’s New Tariff Threats Show Trade Uncertainty Here to Stay.” This headline from Bloomberg, published just two days ago, perfectly captures the current business climate: a renewed wave of protectionist policy proposals and sudden tariff announcements are driving global trade volatility to new heights. a sharp resurgence in tariff threats, with the U.S. proposing… Continue reading
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The AI Playbook for Procurement: From Tactical Efficiency to Strategic Intelligence
Introduction Procurement is no longer just about sourcing materials at the lowest cost. In 2025, it has become a central pillar of strategic supply chain leadership. With growing pressures from geopolitical instability, supplier risks, ESG compliance, and cost volatility, procurement leaders are turning to Artificial Intelligence (AI) to gain visibility, drive resilience, and enable smarter… Continue reading
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The AI Playbook for Forecasting: Models, Prompts, and Strategies for Supply Chain Excellence
Introduction Forecasting is no longer a back-office task. In today’s volatile supply chain environment—marked by shifting consumer behavior, persistent disruption, and tighter margins—forecasting must be fast, explainable, and aligned with decision-making. Artificial intelligence (AI) and machine learning (ML) are transforming forecasting into a dynamic, iterative process. This playbook provides a step-by-step guide to building modern… Continue reading
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From Reactive to Proactive: How AI Is Revolutionizing Trade Compliance in Global Supply Chains
Introduction In an era marked by dynamic regulatory shifts and mounting ESG obligations, trade compliance has emerged as a strategic priority for global supply chain leaders. As new frameworks such as the EU’s CSRD, U.S. forced labor legislation, and digital customs protocols take center stage, compliance is no longer about ticking boxes—it’s about protecting brand… Continue reading
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Navigating New Tariffs: AI Strategies for Supply Chain Resilience
As the global trade landscape faces a fresh wave of uncertainty due to President Donald Trump’s recent announcement of reciprocal tariffs, companies must reassess their supply chain strategies with renewed urgency. These tariffs, aimed at equalizing import duties on American goods, pose significant risks to international trade dynamics and could lead to heightened costs, supply… Continue reading
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AI and the New Wave of Decarbonization in Supply Chains
Introduction Sustainability has become a strategic priority in supply chain management across industries. Companies face growing pressure to reduce carbon emissions not only within their own operations but throughout their value chains. For many businesses, Scope 3 emissions from suppliers, logistics, and product use account for the vast majority – often around 80% of their… Continue reading
AI in the Chain 