Warehouse Automation Impact

Explore top LinkedIn content from expert professionals.

  • View profile for Daniel Croft Bednarski

    I Share Daily Lean & Continuous Improvement Content | Efficiency, Innovation, & Growth

    11,005 followers

    SMED in Logistics – Fast Turnaround for Lorries Waiting trucks = lost time, lost money, and frustrated drivers. In logistics, speed and flow are everything. And that's why SMED (Single-Minute Exchange of Die) isn’t just for manufacturing—it's a game changer in transport and logistics too. Applied correctly, SMED can sharply reduce lorry turnaround times, increase dock availability, and improve supply chain performance. What is SMED in Logistics? SMED in logistics means streamlining and standardizing the steps needed to load or unload a truck, with the goal of completing the process in single-digit minutes (under 10, where possible). It’s about: 🔹 Eliminating delays before and after arrival 🔹 Prepping everything before the lorry even stops 🔹 Reducing manual steps and unnecessary motion 🔹 Creating a consistent, repeatable process How It Works in Practice ✅ Pre-stage materials and paperwork Ensure goods are ready and documents prepared before arrival. ✅ Standardize loading/unloading sequences Use fixed routes, zones, and trained teams. ✅ Visual management Mark bays, pallets, and loading zones clearly to avoid confusion. ✅ Dedicated teams or rapid response units Quick in, quick out—no delays in assigning people or equipment. ✅ Invest in support tools Use conveyors, dock levelers, or flow racks to speed up the physical movement of goods. Results You Can Expect ✔️ Shorter lead times ✔️ Higher throughput per loading bay ✔️ Reduced driver waiting charges ✔️ Improved on-time performance ✔️ Happier carriers and partners

  • View profile for Lalit Chandra Trivedi

    CEO, LCT Engineers | Former General Manager, Indian Railways | Global Rail & Logistics Advisor | PPP • Rolling Stock • Manufacturing • Tech Transfer • Railway Sidings • Due Diligence • Market Entry.Arbitration

    42,225 followers

    Reducing Steel Logistics Costs in India: Strategic Framework Logistics accounts for 10–20% of steel’s delivered cost and up to 28% of factory cost. Reducing this burden is key to improving competitiveness. A multi-pronged strategy involving infrastructure, modal shifts, digital tools, and policy reforms can yield significant savings. 1. Shift to Rail, Water, and Pipelines Road transport, though flexible, is 2–3x costlier. Rail movement via rakes and sidings can cut costs by 20–30%. Inland waterways (e.g., Ganga, Brahmaputra) save 40–60% for long-haul bulk cargo. Slurry pipelines, at Rs. 80–100/tonne for 250 km, are vastly cheaper than rail or road and must be expanded for inland plants. 2. Leverage PFTs and DFCs Private Freight Terminals reduce first/last-mile costs. Eastern and Western DFCs offer faster, reliable movement. Time-tabled rakes and rake-sharing improve predictability and lower costs. 3. Improve First & Last-Mile Efficiency Rail sidings, Ro-Ro services, and containerization reduce handling loss and costs. Better road access to ports via PPPs boosts multimodal efficiency. 4. Upgrade Infrastructure Developing dedicated rail/road corridors and multimodal logistics parks under Bharatmala and Sagarmala enhances connectivity. Coastal hubs at Vizag, Kandla, Paradip allow direct port loading, avoiding double handling. 5. Adopt Technology Use of Transport Management Systems (TMS), GPS tracking, and AI-based route optimization improves asset utilization and reduces fuel use. Automation in loading/unloading cuts turnaround time and damages. 6. Streamline Supply Chain Set up regional hubs near consumption centers. Aggregate demand to enable full-rake dispatch. Just-in-Time (JIT) inventory models cut warehousing and demurrage. Collaborate with 3PLs for cost-effective delivery and tracking. 7. Align with Policy & Incentives Leverage the National Logistics Policy’s aim to reduce logistics costs to 5–6% of GDP. Tap freight subsidies, tax incentives for logistics infra, GST pass-through, and single-window clearance for sidings and terminals. 8. Optimize Last-Mile & Maintenance Route planning tools reduce last-mile costs. Strategically located warehouses shorten delivery time. Preventive maintenance of fleets improves uptime and fuel efficiency. Impact Snapshot Rail over road: 20–30% cost saving Waterways: 40–60% Route optimization/backhauling: 10–15% Terminal/siding access: 5–10% Conclusion Combining modal shift, infrastructure upgrades, tech adoption, and policy alignment can reduce logistics costs by up to 40%. This is critical to meeting India’s steel production target of 255–300 million tonnes by 2030 and boosting global competitiveness.

  • View profile for Ami Daniel
    Ami Daniel Ami Daniel is an Influencer

    Born by the ocean. Sailed in the ocean. Now builds for the ocean. 🚢 🌊 🚀

    20,368 followers

    🚢 Transforming Logistics with AI: Key Insights from Windward’s Customers 📊 Over the past few years, Windward Ocean Freight Visibility (OFV) has supported key players in the logistics industry. While there are several solutions in the market , and while all of our customers have a world class TMS with some visibility data , we wanted to provide a tangible guide for customers to understand in a quantifiable , clear way, the benefits of our products for their operations.. Here’s a summary of the key benefits our customers have experienced: • Accurate Routing Information: Improved milestone coverage to 91%, reducing transshipment delays by over 30%. • Reliable ETA Predictions: Windward’s Maritime AI™ delivers 15% more accurate ETAs, enhancing decision-making and reducing unexpected delays by 25%. • Real-Time Data Updates: Fresh data every 10 hours, ensuring operators always have the latest information, cutting down outdated data-related errors by 40%. • Comprehensive Milestone Tracking: Complete visibility over ATD and ATA data for all shipment legs, improving tracking accuracy by 35%. • Enhanced Data Quality: Automatic error notifications and validation for booking references, BOLs, and container numbers, decreasing data entry errors by 20%. • Streamlined Communication: Shareable shipment pages providing a single source of truth for all stakeholders, increasing customer satisfaction by 50%. Discover how these insights can optimize your logistics operations and drive success. 📈 Boost operational efficiency 🌐 Achieve better strategic planning 🤝 Enhance customer satisfaction Ready to leverage the power of AI for your logistics? Let’s talk ! Read more here: https://lnkd.in/e7HMbxAs #Logistics #SupplyChain #AI #DataManagement #WindwardAI Windward

  • View profile for Ishu Bansal

    Optimizing logistics and transportation with a passion for excellence | Building Ecosystem for Logistics Industry | Analytics-driven Logistics

    40,682 followers

    🚚 The Future of Automation in Logistics: Why It's Crucial for Growth 🌟 The logistics sector in India is evolving rapidly, and automation is at the heart of this transformation. As India strives to become a global logistics hub, automation is no longer a luxury – it’s a necessity. Here’s why automation in logistics is the future, and how it’s contributing to India's growth: 1️⃣ Improved Efficiency – Automated systems help in streamlining processes, reducing human errors, and increasing the speed of operations. This leads to faster deliveries and reduced operational costs. Case Study: In a leading Indian e-commerce company, automation of their warehousing systems led to a 30% reduction in processing time and a significant increase in order accuracy. 2️⃣ Cost Reduction – With automation, businesses can reduce labor costs and optimize resource usage. Automation also helps in managing inventory more effectively, ensuring better demand forecasting. Case Study: A logistics giant in India saved over 20% in operational costs by implementing automated route planning and freight management systems. 3️⃣ Enhanced Customer Experience – Automation allows for quicker responses and real-time tracking of shipments. Customers enjoy a seamless experience with accurate delivery timelines. Case Study: A logistics company introduced AI-based customer support, reducing query resolution time by 50% and improving customer satisfaction scores. 4️⃣ Sustainability – By optimizing routes and using automated systems to manage fleets, logistics companies can reduce fuel consumption and carbon emissions. Case Study: A major Indian logistics provider integrated automation to optimize fleet management, reducing their carbon footprint by 15%. 5️⃣ Scalability – As the demand for goods grows, automated systems can scale quickly without compromising on quality or speed, making businesses future-ready. Case Study: With automation, a top Indian logistics firm scaled its operations across multiple cities without needing a proportional increase in workforce. The bottom line: Automation is transforming logistics in India, bringing in unmatched efficiency, cost savings, and better customer service. It's not just a trend; it’s a pivotal factor in driving growth and improving competitiveness on a global scale. 🚀 Is your logistics operation ready for the future? 🌍 #Logistics #Automation #SupplyChain

  • View profile for Ray Owens

    🚀 E-Commerce & Logistics Consultant | Helping Businesses Optimize Operations and Streamline Supply Chains | Small Parcel Services | 3PL Services | DTC Warehouse Solutions |

    16,202 followers

    Imagine Barry's frustration as 40% of his e-commerce margins vanished into shipping costs. 📦💸 His business was growing, but profitability felt like an endless battle against logistics expenses. Ever faced a similar challenge? Barry's situation was all too common in our industry. Expensive carriers for every shipment, oversized packaging driving up costs, and zero visibility into supply chain operations were creating the perfect storm. Here's how we streamlined operations at our state-of-the-art facilities and achieved a remarkable 60% cost reduction: 🚀 Optimized carrier selection: We analyzed shipping patterns and matched each order type with the most cost-effective solution, reducing average shipping costs by 35% 📦 Right-sized packaging solutions: Implemented automated packaging optimization that eliminated dimensional weight charges and cut material costs by another 15% 🏢 Strategic 3PL partnerships: Connected Barry with facilities in optimal locations, cutting warehousing costs by 25% while improving delivery times 📊 Enhanced real-time visibility: Integrated inventory management systems that prevented costly stock discrepancies and boosted customer satisfaction scores by 40% The results went far beyond cost savings. Barry's delivery times improved from 5-7 days to 2-3 days for 97% of his customers. Through white label fulfillment solutions, his brand maintained its identity while customer complaints dropped by 70%. Most importantly? Barry shifted from wrestling with daily logistics fires to focusing on business growth and scaling his operations. The key insight: Complex supply chain challenges require strategic, data-driven approaches rather than quick fixes. What logistics challenge is currently holding your business back? 🤔 #EcommerceSolutions #LogisticsExcellence

  • View profile for Khalid Aljohani, PhD

    Advisory ★ Execution ★ Supply Chains ★ Logistics ★ Digital Transformation

    6,488 followers

    📝 𝗘𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲 𝗦𝗢𝗣 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝗟𝗼𝗴𝗶𝘀𝘁𝗶𝗰𝘀: 𝗔 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗚𝘂𝗶𝗱𝗲 🔔 Creating standard operating procedures (SOP) can be a useful approach when working on improving operations or establishing consistency and quality. 📣 𝗛𝗲𝗿𝗲 𝗶𝘀 𝗮 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗴𝘂𝗶𝗱𝗲𝗹𝗶𝗻𝗲 𝗳𝗼𝗿 𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗼𝗳 𝗦𝗢𝗣𝘀 𝗶𝗻 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀. 1️⃣ 𝗔𝘀𝘀𝗲𝘀𝘀𝗶𝗻𝗴 𝗮𝗻𝗱 𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴 ⤵⤵⤵ 🔹 𝗔𝘀𝘀𝗲𝘀𝘀 𝗖𝘂𝗿𝗿𝗲𝗻𝘁 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Review existing processes and collect inputs from staff to identify areas lacking efficiency or consistency. 🔹 𝗗𝗲𝗳𝗶𝗻𝗲 𝗢𝗯𝗷𝗲𝗰𝘁𝗶𝘃𝗲𝘀: Establish what you aim to achieve with the SOPs such as expedited operations. 🔹 𝗣𝗿𝗶𝗼𝗿𝗶𝘁𝗶𝘀𝗲 𝗞𝗲𝘆 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀: Focus on areas impacting efficiency, productivity and cost significantly. 2️⃣ 𝗦𝗢𝗣 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 ⤵⤵⤵ 🔹 𝗙𝗼𝗿𝗺 𝗮 𝗗𝗶𝘃𝗲𝗿𝘀𝗲 𝗧𝗲𝗮𝗺: Include members from various operational departments. 🔹 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝗕𝗲𝘀𝘁 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀: Record the steps of the efficient processes as currently performed. 🔹 𝗢𝗽𝘁𝗶𝗺𝗶𝘀𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀: Look for opportunities to streamline and improve existing processes before documenting them. 3️⃣ 𝗖𝗿𝗲𝗮𝘁𝗶𝗻𝗴 𝘁𝗵𝗲 𝗦𝗢𝗣𝘀 ⤵⤵⤵ 🔹 𝗨𝘀𝗲 𝗦𝗶𝗺𝗽𝗹𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲: Write in simple, easy-to-understand language to ensure clarity. 🔹 𝗠𝗮𝗶𝗻𝘁𝗮𝗶𝗻 𝗖𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝘁 𝗦𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: Use a similar format for each SOP including purpose, scope, responsibilities, and procedures. 🔹 𝗜𝗻𝗰𝗹𝘂𝗱𝗲 𝗩𝗶𝘀𝘂𝗮𝗹 𝗔𝗶𝗱𝘀: Use flowcharts and images for better understanding. 4️⃣ 𝗥𝗲𝘃𝗶𝗲𝘄 𝗮𝗻𝗱 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 ⤵⤵⤵ 🔹 𝗘𝘅𝗽𝗲𝗿𝘁 𝗮𝗻𝗱 𝗨𝘀𝗲𝗿 𝗥𝗲𝘃𝗶𝗲𝘄𝘀: Get feedback from team leads and end-users for completeness, clarity and practicality. 🔹 𝗧𝗿𝗮𝗶𝗻 𝗦𝘁𝗮𝗳𝗳: Educate employees on correctly using new SOPs. 🔹 𝗦𝗲𝘁 𝗮 𝗖𝗹𝗲𝗮𝗿 𝗧𝗶𝗺𝗲𝗹𝗶𝗻𝗲: Establish a schedule for SOP rollout. 5️⃣ 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 ⤵⤵⤵ 🔹 𝗥𝗲𝗴𝘂𝗹𝗮𝗿 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗥𝗲𝘃𝗶𝗲𝘄𝘀: Assess SOP effectiveness periodically. 🔹 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸: Encourage ongoing staff input on SOP practicality and challenges. 6️⃣ 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲 𝗮𝗻𝗱 𝗔𝗱𝗮𝗽𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 ⤵⤵⤵ 🔹 𝗘𝗻𝘀𝘂𝗿𝗲 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲: Align SOPs with legal and industry standards. 🔹 𝗥𝗲𝘃𝗶𝘀𝗲 𝗥𝗲𝗴𝘂𝗹𝗮𝗿𝗹𝘆: Update SOPs to reflect operational or technological changes and trends. #operationalexcellence #operations #efficiency

  • View profile for Alok Saroha

    Supply Chain & PPIC Professional | 17+ Years | Production Planning | MRP | Operations | Third-Party Manufacturing | Procurement | Inventory Control | Pharmaceutical | Nutraceuticals | Herbal | Cosmetics | Soap | OSD

    15,579 followers

    📦 Logistics SOP in Manufacturing: A Comprehensive Guide In manufacturing, Logistics SOP (Standard Operating Procedure) is vital for smooth operations. It outlines steps for managing materials, inventory, transportation, and deliveries. A well-defined SOP reduces errors, ensures consistency, and boosts productivity. ✅ What is a Logistics SOP? 🔹 A Logistics SOP is a documented guideline that standardizes logistics activities to maintain uniformity and efficiency. 🔹 It covers key operations like receiving goods, managing inventory, transportation, and dispatch of finished products. ✅ Key Components of a Logistics SOP 🚛 1. Receiving Goods 🟢 Set clear steps for inspecting and verifying received materials. 🟢 Ensure accurate documentation for traceability. Example: Match delivery notes with purchase orders, inspect materials, and update the inventory system. 📦 2. Inventory Management 🟢 Define procedures for organizing and tracking inventory using tools like barcodes or software. 🟢 Implement the FIFO (First-In-First-Out) method to prevent material wastage. Example: Label and store materials systematically for quick access. 🏭 3. Internal Material Movement 🟢 Create clear instructions for transferring materials from warehouses to production lines. 🟢 Use proper labeling and tracking to avoid mix-ups or delays. Example: Schedule movements based on production requirements using trolleys or forklifts. 🚚 4. Dispatch of Finished Goods 🟢 Outline processes for packing, labeling, and shipping products. 🟢 Ensure quality checks and accurate documentation before dispatch. Example: Verify packaging, address labels, and transport readiness before shipment. 🛠 5. Transportation Management 🟢 Establish guidelines for scheduling transport, vehicle maintenance, and compliance with safety standards. Example: Use real-time tracking systems to monitor shipments and prevent delays. 📝 6. Record-Keeping and Documentation 🟢 Maintain detailed and accurate records for all logistics operations to ensure traceability. Example: Log invoices, delivery notes, and inventory movements systematically. 🔄 7. Handling Returns and Damaged Goods 🟢 Define procedures for managing returns or damaged goods effectively. Example: Inspect returned goods, update inventory, and resolve issues promptly. ✅ Why is Logistics SOP Important? ✔ Streamlines Processes: Ensures efficient material and product flow. ✔ Minimizes Errors: Reduces mistakes in inventory, transportation, and dispatch. ✔ Enhances Customer Satisfaction: Ensures timely and accurate deliveries. ✔ Reduces Costs: Improves resource utilization in inventory and transportation. ✔ Ensures Compliance: Meets regulatory and safety requirements. 🚀 How to Implement a Logistics SOP? 🔹 Analyze Operations: Identify improvement areas. 🔹 Define Processes: Document clear instructions. 🔹 Train Employees: Ensure team members understand and follow the SOP. 🔹 Monitor and Update: Review and refine processes regularly.

  • View profile for Pathenol Odera

    Procurement Specialist||Inventory Analyst||Warehouse Management||OSHA Trainer||Supply Chain Specialist||Lean Six Sigma Practitioner||Warehouse and Inventory Consultant, Trainer||Procurement Consultant and Trainer

    33,189 followers

    Lean Six Sigma in Warehouse Management Lean Six Sigma (LSS) is a powerful methodology that improves warehouse management by minimizing waste, reducing errors, and enhancing efficiency. It combines Lean (which focuses on eliminating waste and improving process flow) and Six Sigma (which reduces defects and variability). Key Benefits of Lean Six Sigma in Warehousing Reduced Errors – Fewer picking and shipping mistakes. Faster Order Fulfillment – Streamlined processes reduce delays. Lower Costs – Eliminating waste leads to cost savings. Optimized Space Utilization – Efficient inventory storage and layout. Improved Safety – Standardized procedures reduce workplace hazards. Higher Customer Satisfaction – Fewer delays and errors lead to better service. Applying Lean Six Sigma in Warehouse Management 1. Identifying Waste (Lean Principles) Lean principles help identify and eliminate the 8 Wastes (DOWNTIME): Defects – Picking, packing, or shipping errors. Overproduction – Stocking excess inventory. Waiting – Delays in order processing or transportation. Non-utilized talent – Poor workforce utilization. Transportation – Unnecessary movement of goods. Inventory – Overstocking or understocking. Motion – Unnecessary employee movements. Extra processing – Unnecessary steps in order fulfillment. 2. Implementing Six Sigma (DMAIC Approach) The DMAIC (Define, Measure, Analyze, Improve, Control) approach is used to identify and fix warehouse inefficiencies: Define – Identify key warehouse challenges (e.g., high error rates, slow fulfillment). Measure – Collect data on warehouse performance (e.g., order accuracy, cycle time). Analyze – Identify root causes of inefficiencies using tools like Pareto charts, fishbone diagrams, and process mapping. Improve – Implement solutions like automation, standardized processes, and optimized layouts. Control – Maintain improvements through SOPs, KPIs, and continuous monitoring. Lean Six Sigma Tools for Warehouse Management 5S (Sort, Set in Order, Shine, Standardize, Sustain) – Keeps the warehouse organized. Kaizen (Continuous Improvement) – Small, incremental improvements in operations. Value Stream Mapping (VSM) – Visualizing and improving process flow. Kanban – Real-time inventory control system. Root Cause Analysis (5 Whys, Fishbone Diagram) – Identifying and fixing recurring problems. Real-World Example Amazon & Lean Six Sigma – Amazon optimizes its warehouses using automation, real-time inventory tracking, and Six Sigma methodologies to reduce errors and improve order fulfillment speeds. Conclusion Implementing Lean Six Sigma in warehouse management helps reduce costs, improve efficiency, and enhance customer satisfaction. By eliminating waste and reducing variability, warehouses can achieve higher productivity and streamlined operations.

  • View profile for Casey Jenkins, MSCM, MPM, LSSBB, PMP

    Owner of Eight Twenty-Eight Consulting | Fractional CSCO/COO | Supply Chain, Operations, & Process Improvement Executive | Educator | Future Doctor of Supply Chain

    7,112 followers

    Transportation and logistics are often misunderstood as purely executional roles. We get the order out, hit the delivery window, repeat. But in reality, these functions are embedded within a much broader system of processes. And more often than not, logistics issues are actually process failures presenting themselves operationally. Transportation is not just about trucks and transit times. It’s a downstream output of a series of upstream decisions: how inventory is managed, how orders are released, how warehouse operations flow, how modes are selected, and how schedules are built. Each of these is a process. When they’re inefficient or disconnected, transportation becomes the catch-all for delays, rework, missed deliveries, and rising costs. This is why process improvement is key across all departments. It’s not just for manufacturing or admin workflows. It definitely CAN be used within logistics and transportation functions. Let’s take it from concept to practice: ➡️ If on-time delivery is inconsistent, look upstream at your order release timing, warehouse coordination, and lead time buffers. ➡️ If freight costs are creeping up, review your mode selection criteria, shipment planning logic, and consolidation opportunities. ➡️ If carriers are underperforming, assess your standard operating procedures, tendering process, and communication handoffs. Lack of consistency creates room for error. ➡️ If your team is constantly firefighting, there’s likely a lack of process standardization or unclear decision rules driving that chaos. Transportation isn’t isolated. It’s shaped by everything that happens before it and influences everything that happens after it. Which means process improvement isn’t optional. It’s the strategy behind sustainable performance. Strong logistics doesn’t come from moving faster. It comes from moving smarter. And that starts by improving the processes that drive it. #supplychain #transportation #logistics

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