• May 17, 2025

    AI and the Future of Logistics Networks: Smarter, Faster, and More Resilient

    Introduction In 2025, logistics network optimization has evolved from static modeling into a dynamic, data-driven capability powered by artificial intelligence. AI technologies are helping supply chain leaders transform how they manage routes, freight allocation, demand fluctuations, and network design. As geopolitical disruptions, sustainability pressures, and customer expectations rise, AI provides the adaptability and insight needed Continue reading

    AI in Supply Chain
    ai, artificial-intelligence, business, supply-chain, technology
  • May 17, 2025

    AI-Powered Global Trade: How to Manage Duty Spend, Classification, and Compliance at Scale

    Introduction Global trade is facing its most complex era yet. New tariffs, shifting regulations, ESG compliance, and geopolitical disruptions are increasing the pressure on procurement and trade compliance leaders. At the same time, duty spend has become a significant cost component for globally active companies—yet many still struggle to assess the immediate effect of regulatory Continue reading

    AI Supply Chain
    ai, artificial-intelligence, business, news, technology
  • May 9, 2025

    Tariffs, Inflation, and Intelligence: Rewiring Procurement for a Volatile Global Market

    Introduction Today’s global procurement landscape is more volatile than ever. Economic shocks, tariff battles, and regulatory transitions are no longer occasional disruptions—they’re a persistent reality. Procurement professionals must rethink traditional approaches and develop strategies that embrace agility, foresight, and intelligent tools. The Bloomberg report from May 2025 outlines five key macro trends redefining procurement: global Continue reading

    AI in Supply Chain, AI Supply Chain
    china, economy, finance, politics, technology
  • May 9, 2025

    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

    AI in Supply Chain, AI, Machine Learning, Supply Chain, Demand forecasting
    ai, artificial-intelligence, business, news, technology
  • May 3, 2025

    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

    AI in Supply Chain, AI, Machine Learning, Supply Chain, Demand forecasting
    ai, artificial-intelligence, chatgpt, machine-learning, technology
  • May 3, 2025

    AI Against Anchoring: Delivering Complex Supply Chain Projects to Customers Without Delay

    Introduction For companies delivering complex infrastructure or technology solutions to clients—such as private networks, smart warehouse systems, or integrated logistics platforms—delays are not just operational issues. They become commercial risks. Every late milestone affects revenue recognition, contract obligations, and customer trust. Yet many of these delays are not caused by technical failure or resource shortages. Continue reading

    AI in Supply Chain, AI Supply Chain, AI, Machine Learning, Supply Chain
    ai, artificial-intelligence, business, project-management, technology
  • May 3, 2025

    AI-Optimized Last-Mile Delivery: The Next Frontier for Subscription Services

    Introduction In the expanding world of subscription-based commerce, from pet food to protein bars, companies are enjoying steady revenue streams—but they’re also feeling the financial pressure of last-mile logistics. This final leg of the supply chain can account for up to 53% of total costs, often due to fragmented deliveries and rising consumer expectations for Continue reading

    AI in Supply Chain, AI Supply Chain, AI, Machine Learning, Supply Chain
    ai, artificial-intelligence, business, supply-chain, technology
  • April 25, 2025

    AI Meets EPR: How Extended Producer Responsibility is Reshaping Supply Chain Strategies

    Introduction Global supply chains are undergoing a seismic shift as Extended Producer Responsibility (EPR) regulations gain momentum worldwide. No longer limited to early adopters like Germany or Japan, EPR is becoming a global standard, with sweeping mandates across the European Union, India, Canada, and parts of the United States. Companies are now held accountable not Continue reading

    AI in Supply Chain, AI Supply Chain, AI, Machine Learning, Supply Chain
    business, eco-friendly, environment, recycling, sustainability
  • April 13, 2025

    AI for Supplier Risk Management in Tier 2/Tier 3 Networks

    Introduction In today’s volatile global economy, supply chains are more interconnected—and vulnerable—than ever. While many companies have made progress in managing risk among Tier 1 suppliers, disruptions increasingly originate deeper within the chain. Tier 2 and Tier 3 suppliers—often small firms with limited digital infrastructure—represent hidden vulnerabilities that can jeopardize production, compliance, and brand reputation. Continue reading

    AI in Supply Chain, AI Supply Chain, AI, Machine Learning, Supply Chain
    ai, artificial-intelligence, business, supply-chain, technology
  • April 13, 2025

    AI-Powered Reverse Logistics: Closing the Loop in Circular Supply Chains

    Introduction The shift toward a circular economy is no longer optional—it’s becoming a business imperative. Companies face increasing pressure to reduce waste, maximize product lifecycle value, and comply with growing regulatory demands like Extended Producer Responsibility (EPR) and the EU’s Circular Economy Action Plan. Reverse logistics—handling returns, repairs, recycling, and re-use—is central to achieving these Continue reading

    AI Supply Chain, AI, Machine Learning, Supply Chain
    circular-economy, environment, recycling, sustainability, technology
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About Me

Join me in shaping a resilient, agile, and intelligent future for supply chain management. With over 25 years of experience and a deep focus on AI in supply chain management since 2017, I am committed to revolutionizing logistics by tackling critical challenges such as vehicle routing and operational efficiency

AI is driving a new era in supply chain management, unlocking unprecedented opportunities while many organizations are still navigating the best ways to implement it. For instance, AI can optimize safety stock levels, reorder points, order intervals, and min-max levels—laying a strong foundation for efficient execution. Additionally, reinforcement learning enables drones to identify warehouse racks, pallets, and cases, allowing for faster and more accurate barcode scanning.

Let’s explore how AI is transforming supply chains, driving smarter, more sustainable operations for the future.

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  • Organizational Speed vs Algorithmic Speed – The New Bottleneck
  • The Silent Risk No One Models: Decision Latency
  • From Forecast Accuracy to Decision Accuracy: The Next KPI Shift in Supply Chains
  • Why Most AI Supply Chain Transformations Fail at the Operating Model Level
  • How AI Is Redesigning Global Supply Chain Decision-Making in 2025

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Recent Posts

  • Organizational Speed vs Algorithmic Speed – The New Bottleneck
  • The Silent Risk No One Models: Decision Latency
  • From Forecast Accuracy to Decision Accuracy: The Next KPI Shift in Supply Chains

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