Analyzing Supply Chain Economics

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  • View profile for Jason Miller
    Jason Miller Jason Miller is an Influencer

    Supply chain professor helping industry professionals better use data

    65,660 followers

    Real options theory predicts the types of decisions most affected by the incredible degree of trade policy uncertainty are actions that have a substantial degree of what economists term “irreversibility.” Irreversibility implies some degree of sunk cost to an action. A good example is expanding production capacity at a manufacturing plant. If demand fails to materialize, then there is a large wedge created between the total installation cost of the capital goods and their resale value (see Schauer 2019; https://lnkd.in/grusaBjq). This suggests manufacturers of industrial equipment should be especially vulnerable to customers slowing orders. And this is what appears to be happening based on the industrial production data. One chart and one table. Thoughts: •The chart shows industrial production for industrial equipment (https://lnkd.in/gUU8XDVC), set as an index where 100 = 2017. Production had been rising from October 2024 until April 2025; since then, it has declined 2.2% as of August. •Looking at the FRB's documentation (https://lnkd.in/g8BE8Z4j), this index is composed of various types of machinery, construction equipment, electrical equipment, metal valves, metalworking machinery, and machine tools (amongst others). This is precisely the types of investments we would expect buyers to pause in response to uncertainty. •Consistent with my arguments, one respondent to ISM’s last PMI survey stated, “Customer orders are depressed for heavy machinery because tariffs are so impactful to high-end capital equipment” (https://lnkd.in/gqecsayZ). Implication: as an academic, it’s exciting to see theories’ predictions play out in real life, as it shows that the underlying explanations we are developing capture fundamental facets of the economy. This said, it’s depressing to see negative outcomes when these could have been avoided. #supplychain #manufacturing #markets #economics #supplychainmanagement #freight 

  • View profile for Sayi Sasidharan

    Operations Leader | Building profitable factories | Exploring factory economics

    5,817 followers

    Monthly review meeting. Sales Director walked in smiling. “We closed a big order. It would increase our usual monthly volume several times.” The room felt proud. Applause across the table. Machines would run full. People imagined higher profit. Next monthly review meeting. Finance Manager walked into the same room. “Margins dropped drastically.” Everyone looked confused. Volume had grown fourfold. But three things had quietly changed on the shopfloor: • Two machines crossed safe capacity → overtime and breakdown maintenance increased. • Raw material had to be bought from a secondary supplier at a higher price. • Dispatch shifted to partial truckloads to meet the customer’s schedule. The factory was busy. But each unit was now more expensive to produce. Same product. Higher volume. Lower margin. That day the team learnt something uncomfortable. Volume doesn’t guarantee profit. Only contribution margin does. Factories don’t fail because they are idle. Many fail because they are busy in the wrong way. Before celebrating a large order, run a simple 3-Gate Factory Check. 1️⃣ Capacity Gate - Will the factory behave differently at this volume? Check whether the order pushes any resource beyond its stable operating range. • Will machines move into overtime or weekend shifts? • Will maintenance intervals shorten? • Will temporary labour or subcontracting be required? If yes, the cost structure has already changed. 2️⃣ Supply Gate - Will input economics remain stable? Higher volume often breaks normal sourcing patterns. • Can the same supplier support the increased volume? • Will alternate suppliers or spot purchases be required? • Will raw material price tiers change? Material economics must remain stable for margin to hold. 3️⃣ Logistics Gate - Will delivery behaviour change? Large orders often distort dispatch patterns. • Will shipment sizes reduce? • Will dispatch frequency increase? • Will premium freight or additional handling be required? Logistics deviations quietly erode contribution margin. Before celebrating volume, ask one question: After these three gates, does the unit contribution remain intact? If the answer is no, the order is not growth. It is a busy factory producing negative economics. #ManufacturingLeadership #FactoryOperations #OperationalExcellence #ContributionMargin #IndustrialLeadership

  • View profile for Dr. Dinesh Chandrasekar DC

    CEO & Founder @ Dinwins Intelligence 1st Consulting | Strategist | Investor| Board Advisor| Nasscom DeepTech Telangana AI Mission & HYSEA - Mentor| Alumni Hitachi,GE,Citigroup & Centific AI | Top 50 Great People Managers

    38,871 followers

    The West Asian conflict does not begin with #oil. It begins with silence—inside factories, farms, and hospitals.We are conditioned to watch the obvious. #Oil prices spike. #Markets react. #Headlines follow. But the real #disruption starts where the camera is not pointed. What happens when essential #chemicals stops flowing to #semiconductor fabs? When #supply breaks the fertiliser chain? When #food shipments slow into regions that depend almost entirely on imports? This is not a secondary layer of risk. This is the system beneath the system. In this article, I examine a critical blind spot in how we interpret global conflict. Drawing from a set of strategic visual frameworks and extending them through an Intelligence-First lens, the analysis goes beyond energy narratives to uncover the deeper dependencies that hold the global economy together. Because when shipping lanes tighten, it is not just fuel that is impacted. It is the raw inputs of modern life—chips, crops, chemicals, and care systems. Three shifts stand out clearly: • From visible shocks to invisible breakdowns – The most damaging disruptions are often the least discussed • From optional inputs to critical dependencies – Materials like helium and sulfur are not replaceable at scale • From efficiency to resilience – The lowest-cost supply chain is no longer the safest one This is where leadership thinking must evolve. Not by reacting faster to headlines— but by anticipating what headlines miss. The real question is not whether disruption will happen. It is whether we are prepared for the layers of impact it carries. I invite you to read the full article and reflect on what sits beneath your own operating model. #IntelligenceFirst. DC* Dinwins Geetha K

  • View profile for Nuha Luqman

    Supply Chain and Procurement in Energy Ecosystems

    9,357 followers

    A team can field eleven of the best players in the world and still lose to a side that is better coordinated. Individual talent is visible. Coordination is not. Supply chain and procurement organizations face the same challenge. Each function is measured through its own objectives. Planning focuses on forecast accuracy. Procurement focuses on continuity, value creation, and commercial outcomes. Logistics focuses on service and flow. Every function has its own scorecard. The difficulty begins when those scorecards become the primary objective. Functions can improve their own metrics while creating challenges elsewhere. Planning may reduce inventory, but logistics then faces more volatility. Procurement may consolidate suppliers and generate savings, but at the cost of flexibility. Production may increase utilization, while responsiveness declines. Local results improve, but the system absorbs the cost. What makes this difficult to identify is that the consequence rarely appears where the decision was made. It surfaces somewhere else, often later, carried by another team operating under a different set of objectives. Working in procurement makes these interdependencies highly visible. A sourcing decision influences inventory positioning. Inventory influences service levels. Service levels influence customer experience. What appears to be a local optimization often reshapes conditions across the operating model. High-performing teams understand that success is not defined by achieving functional targets alone. It is also defined by creating the conditions that allow other functions to succeed. The strongest organizations operate with this perspective. Roles are clear. Responsibilities are understood. Trade-offs are discussed openly. Decisions are evaluated through their impact on the broader system rather than a single metric. Leadership connects functional objectives to shared outcomes. It protects decisions that strengthen the whole system, even when they do not maximize an individual scorecard. A scorecard tells you whether a function achieved its target. The operating model reveals whether the organization achieved its objective. Post inspired by Anthony Colley

  • View profile for Matteo Turi FCCA

    Valuation Architect, Board Director, CFO, $520m funding, 1 IPO, 2 Exit, 5 M&A, 2 JV, 10x valuation. Helping Founder-Led Businesses Create Wealth, Increase Enterprise Value and Prepare for Investment, AI and Exit.

    40,667 followers

    1 overlooked decision that can swing your valuation by $405 million Most founders think their supply chain is just a cost to manage. It isn’t. It’s one of the biggest levers in your valuation—and most people don’t see it until it’s too late. Take this real scenario: → Business A and Business B each make $30M in revenue. → Business A runs a 9% EBITDA margin and trades at a 6x multiple. They’re valued at $162M. → Business B runs a 21% EBITDA margin and earns a 9x multiple. Their valuation? $567M. Same industry. Same topline. Same market. But one of them treated the supply chain like a cost center. The other made it a valuation engine. McKinsey & Company found companies with resilient, digitized supply chains earn a 15–25% premium. Here’s what that looks like in action: → A D2C skincare company brought production closer to home. → They used AI forecasting to predict demand and cut lead times by 60%. → Margins jumped by 18%. Exit multiple? 12x. → Result: A 9-figure exit, investor oversubscription, and repeat founders. Meanwhile, another hardware-SaaS founder outsourced to Asia without backup plans. When shipping froze, they missed deadlines. Product was in demand, but the supply couldn’t deliver. VCs pulled their term sheet. The business stalled, and the founder never got another shot. Operational control is not optional anymore. In Edition 31 of The Exponential Blueprint, we break down exactly how supply chains drive enterprise value, margin, and growth strategy. We call it turning logistics into leverage.

  • View profile for Faiq Ali Khan, FCIPS

    Ex KPMG 🔹 Ex PwC 🔹 Ex Vice Chair CIPS Dubai Branch 🔹 Driving Procurement & Supplychain Transformation Everyday!

    61,480 followers

    𝐏𝐫𝐨𝐜𝐮𝐫𝐞𝐦𝐞𝐧𝐭 𝐢𝐬 𝐜𝐚𝐩𝐢𝐭𝐚𝐥 𝐚𝐥𝐥𝐨𝐜𝐚𝐭𝐢𝐨𝐧 𝐢𝐧 𝐝𝐢𝐬𝐠𝐮𝐢𝐬𝐞. 𝐄𝐯𝐞𝐫𝐲 𝐬𝐮𝐩𝐩𝐥𝐢𝐞𝐫 𝐝𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐬𝐡𝐚𝐩𝐞𝐬 𝐜𝐚𝐬𝐡 𝐟𝐥𝐨𝐰, 𝐭𝐢𝐦𝐞𝐥𝐢𝐧𝐞𝐬, 𝐚𝐧𝐝 𝐫𝐢𝐬𝐤. In many organisations, capital allocation is discussed in investment forums. Procurement decisions happen quietly, framed as sourcing and negotiation. The language is different. The consequences are not. I have seen decisions that looked efficient at award begin to shape financial and operational outcomes months later. Working capital pressure, expediting costs, service instability. None of these were visible when the supplier was selected. Because a sourcing decision is not just about cost. It is about committing the organisation to a performance profile. How predictable delivery will be. How a supplier behaves under strain. How much variability the system can absorb before it starts pushing cost back into the business. I have worked with suppliers that were competitively priced but required constant intervention. Escalations, buffers, management attention. The saving was real, but so was the friction. I have also seen slightly higher cost decisions run with stability and far less operational noise. 𝐎𝐧𝐞 𝐫𝐞𝐝𝐮𝐜𝐞𝐝 𝐩𝐫𝐢𝐜𝐞. 𝐓𝐡𝐞 𝐨𝐭𝐡𝐞𝐫 𝐩𝐫𝐞𝐬𝐞𝐫𝐯𝐞𝐝 𝐯𝐚𝐥𝐮𝐞. This is where procurement thinking has to go deeper. Beyond unit cost, into cost of volatility, cost of intervention, and cost of failure. These rarely sit in spreadsheets, but they define outcomes. Capital allocation values exit flexibility. Procurement often locks paths that prove harder to unwind. Single sourcing, tightly coupled specifications, and over-optimised contracts can reduce optionality at the exact moment it is needed. 𝐁𝐲 𝐭𝐡𝐞 𝐭𝐢𝐦𝐞 𝐟𝐥𝐞𝐱𝐢𝐛𝐢𝐥𝐢𝐭𝐲 𝐛𝐞𝐜𝐨𝐦𝐞𝐬 𝐢𝐦𝐩𝐨𝐫𝐭𝐚𝐧𝐭, 𝐭𝐡𝐞 𝐜𝐨𝐬𝐭 𝐨𝐟 𝐜𝐡𝐚𝐧𝐠𝐞 𝐡𝐚𝐬 𝐚𝐥𝐫𝐞𝐚𝐝𝐲 𝐢𝐧𝐜𝐫𝐞𝐚𝐬𝐞𝐝. In most discussions, speed and savings dominate early decisions. Resilience and recovery only become priorities after disruption appears. At that point, the decision is no longer being made. It is being managed. Procurement sits at that quiet intersection where these trade-offs are decided. Not as transactions, but as commitments that shape what the organisation will depend on. When you select your next supplier, are you reducing cost… or committing capital to a decision your organisation can depend on when conditions change? One principle experience has made clear: "𝐏𝐫𝐨𝐜𝐮𝐫𝐞𝐦𝐞𝐧𝐭 𝐝𝐞𝐜𝐢𝐬𝐢𝐨𝐧𝐬 𝐚𝐫𝐞 𝐧𝐨𝐭 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐞𝐝 𝐚𝐭 𝐚𝐰𝐚𝐫𝐝. 𝐓𝐡𝐞𝐲 𝐚𝐫𝐞 𝐫𝐞𝐯𝐞𝐚𝐥𝐞𝐝 𝐢𝐧 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧." LinkedIn LinkedIn News #Procurement #Leadership #SupplyChain #StrategicSourcing #DecisionMaking

  • View profile for Ahmed El-Marashly

    Business Consultant & Instructor | Logistics & Supply Chain Expert | Driving Business Growth & Success | Operational Excellence | Business Transformation | MBA | CISCM | Top LinkedIn Voice | 45K+ Followers

    45,458 followers

    The Domino Effect of Global Supply Chains In today’s complex global supply chains, a single disruption can create a cascading effect that impacts multiple areas of a business. Understanding this domino effect is crucial for companies looking to enhance resilience and adaptability. Let us break down how various issues interconnect and influence each other: 1. Forecasting Accurate forecasting is the foundation of effective supply chain management. Inaccurate forecasts can lead to miscalculations in demand, setting off a chain reaction. 2. Materials Ordered Poor forecasting often results in either too few or too many materials being ordered. A mismatch here can create significant challenges downstream. 3. Inventory Levels If materials are over-ordered, we risk holding excess inventory, which ties up cash flow. Conversely, under-ordering leads to stock-outs, limiting our ability to meet customer demand. 4. Packaging Excess inventory can also affect packaging needs, leading to waste or the need for last-minute, costly adjustments. Conversely, insufficient inventory might mean rushed packaging, risking quality and brand reputation. 5. Warehousing Space An imbalance in inventory affects warehousing. Too much inventory necessitates additional storage solutions, increasing costs. Too little can lead to rushed logistics decisions, further complicating supply chain efficiency. 6. Production Disruptions Fluctuating inventory levels can lead to production hiccups. If materials are late due to poor forecasting or port congestions, it can halt production lines and delay output. 7. Lost Sales When production is disrupted, late deliveries become inevitable. This not only impacts customer satisfaction but can also erode brand loyalty and lead to lost sales. 8. Obsolete Inventory Excessive stock, particularly in fast-paced markets, risks obsolescence. This not only leads to write-offs but also affects overall profitability. 9. Higher COGS Inefficiencies throughout the supply chain drive up the COGS. Higher costs can eat into margins and reduce competitive advantage. 10. Cash Flow All these factors ultimately affect cash flow. Tied-up capital in unsold inventory or increased costs can strain resources and limit investment opportunities. 11. Additional Complications External factors like a bank collapse or port congestion can exacerbate these challenges. A financial crisis can tighten access to credit, limiting companies’ ability to pivot when issues arise. Similarly, port congestion can delay shipments, compounding the risks associated with inaccurate forecasting and inventory mismanagement. Conclusion Navigating the complexities of global supply chains requires a holistic approach. By recognizing and addressing these interconnected issues, businesses can enhance their resilience and maintain a competitive edge in an ever-changing market landscape. #SupplyChain #Logistics #BusinessStrategy #Resilience #Forecasting #InventoryManagement

  • View profile for Mostafa Ismail Abdel Razek Hassan

    Supply Chain Expert | Driving Operational Excellence and Innovation

    20,779 followers

    The Butterfly Effect in Supply Chain: Small Decisions, Massive Consequences In supply chain management, we often focus on major investments, large projects, and strategic initiatives. However, some of the biggest business impacts begin with a very small decision. This is known as the Butterfly Effect. The Butterfly Effect, a concept from Chaos Theory, explains how a tiny change at the beginning of a process can create significant and unexpected outcomes over time. The same principle applies to supply chains. Real Supply Chain Examples 1. A Small Forecast Error A 3% forecasting error may seem insignificant, but it can result in excess inventory, stockouts, unnecessary transportation, increased warehousing costs, and disappointed customers. 2. A Minor Supplier Delay A supplier delivers one day late. Production is rescheduled, customer deliveries are postponed, overtime costs increase, and service levels decline. 3. Incorrect Master Data One incorrect item dimension or weight in the ERP system can lead to wrong transportation planning, inaccurate warehouse space allocation, higher freight costs, and billing disputes. 4. Delayed Communication A simple delay in sharing demand changes between Sales and Supply Chain can trigger the well-known Effect, where small demand fluctuations become larger as they move upstream through the supply chain. The Lesson Supply chains are highly interconnected systems. Small operational issues rarely remain small. They spread across procurement, planning, manufacturing, warehousing, transportation, finance, and customer service. This is why world-class supply chains emphasize: - Data accuracy - Early communication - Cross-functional collaboration - Continuous monitoring - Proactive risk management Great supply chain leaders know that operational excellence is built on getting the small details right before they become expensive problems. Remember: A butterfly does not create the storm by itself, but in a complex system, even the smallest change can influence the final outcome. In supply chain, today's small decision can become tomorrow's biggest success—or biggest failure. #SupplyChain #SupplyChainManagement #Logistics #Operations #DemandPlanning #Procurement #InventoryManagement #RiskManagement #BusinessStrategy #ContinuousImprovement #Leadership #ChaosTheory #ButterflyEffect #OperationalExcellenceThis

  • View profile for David Blackmon

    Consultant, writer, speaker, podcaster, miner of absurdities.

    21,743 followers

    🚨 Iran’s effective closure of the Strait of Hormuz is far more than an oil story — it’s an assault on global supply chains that will touch nearly every sector of the economy. My latest op-ed at The Daily Caller explains why the impacts extend well beyond rising gasoline prices. While the immediate oil price spike and potential $1+/gallon jump at the pump grab headlines, the longer-term disruptions are even more concerning: ◾ LNG: Qatar, which supplies 17-20% of global LNG, has halted production — leading to higher utility bills and increased reliance on coal in Asia and Europe. ◾ Fertilizers: Roughly 50% of the world’s urea and 20-30% of other fertilizers (plus one-third of global ammonia) are at risk — threatening food production, higher crop prices, and farm viability. ◾ Helium: 30-35% of global supply (largely tied to Qatari LNG) could be offline for 3-5 years — creating major challenges for semiconductor manufacturing and high-tech industries. ◾ Sulfur: Nearly half of seaborne global supply originates in the Persian Gulf — affecting fertilizers, rubber, metals processing, and chemicals. ◾ Petrochemicals: The region accounts for ~30% of seaborne exports, including 40% of global polyethylene and over 37% of naphtha — disrupting plastics, packaging, and manufacturing worldwide. ◾ Aluminum: 8-10% of global supply from the Middle East is now threatened. As energy expert Daniel Yergin recently noted: “What the Iranians are really doing is waging war on the world economy.” He isn't wrong. The oil and gasoline impacts hit consumer wallets first and hardest, but these cascading shortages in critical commodities will create broader economic pain if the disruption persists. I’d be interested in your thoughts — how do you see these secondary effects playing out in global markets and policy responses? Link to full story in the Comments. #EnergySecurity #GlobalEconomy #EnergyPolicy #LNG #Fertilizers #SupplyChain #StraitofHormuz

  • View profile for Sheetal Shah

    Vice President of Supply Chain | AI Governance • Cyber Resilience • Results Orientation • Digital Dexterity • Board Advisory

    3,456 followers

    What the Capture of Venezuela’s President Could Mean for Global Supply Chains Geopolitical shocks rarely stay contained within borders. If Venezuela’s president were to be captured or removed through external intervention, the ripple effects would extend far beyond politics—directly impacting global supply chains, energy markets, and risk management strategies worldwide. 1. Energy Supply Volatility Venezuela holds the world’s largest proven oil reserves, yet its production has long been constrained by sanctions, underinvestment, and governance challenges. Any sudden leadership change could introduce short-term volatility in oil markets as traders price in uncertainty around production continuity, export controls, and sanctions enforcement. Even without immediate physical supply disruptions, risk premiums alone can raise fuel and transportation costs—impacting everything from manufacturing to last-mile delivery. 2. Shipping and Logistics Disruptions Political instability in Venezuela could affect: • Crude tanker movements in the Caribbean and Gulf regions • Port operations and customs clearances • Maritime insurance premiums and freight rates Higher logistics costs in energy corridors often cascade into broader shipping networks, increasing lead times and landed costs for unrelated goods. 3. Commodity and Input Cost Pressure Energy is a foundational input across supply chains. Volatility in oil and refined products can: • Increase manufacturing and transportation costs • Drive inflationary pressure on food and consumer goods • Disrupt fertilizer and petrochemical supply chains in Latin America For procurement teams, this reinforces the need for indexed contracts, hedging strategies, and diversified sourcing. 4. Geopolitical Realignment of Supply Chains A forced political transition in Venezuela would likely intensify tensions among global powers with economic interests in the region. This could accelerate: • Sanctions-driven trade realignments • Supplier reshoring or “friend-shoring” strategies • Reduced dependence on politically unstable nodes Companies may increasingly favor resilience over lowest cost, reshaping long-term network design. 5. Investor and Business Confidence Uncertainty impacts capital flows. Infrastructure investment, energy partnerships, and regional trade agreements may pause or be repriced, affecting: • Long-term supply capacity • Infrastructure reliability • Supplier financial stability For businesses, geopolitical risk becomes not just a compliance issue—but a core supply chain design consideration. ⸻ #SupplyChain #Geopolitics #RiskManagement #EnergyMarkets #Procurement #GlobalTrade #BusinessContinuity

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