Managing Inventory In An Ecommerce Store

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  • View profile for Adarsh Amal

    Logistics and Supply Chain Management Instructor

    13,561 followers

    Most supply chain problems do not start with transportation. They start with bad inventory data. 📦 If your system says you have 100 units… But the warehouse physically has 95 units… Every planning decision becomes risky. That is why inventory accuracy is one of the most important warehouse KPIs. Inventory Accuracy measures how closely system inventory matches actual physical inventory. Formula: Inventory Accuracy = (Actual counted units ÷ Recorded Units) × 100 World-class warehouses usually target: ✅ 98%+ inventory accuracy Why does this matter? Because inaccurate inventory creates a chain reaction across operations. High inventory accuracy leads to: ✅ Better order fulfillment Customers receive the right products on time. ✅ Stronger planning decisions Forecasting, purchasing, and replenishment become more reliable. ✅ Reduced stockouts Businesses avoid lost sales and unnecessary backorders. ✅ Higher warehouse efficiency Picking, packing, and shipping become faster and smoother. But maintaining inventory accuracy is not easy. Common causes of poor inventory accuracy include: ❌ Scanning mistakes ❌ Wrong putaway ❌ Theft and damaged goods ❌ Delayed system updates ❌ Manual process errors Even small inventory mismatches can create: 🚨 Incorrect replenishment 🚨 Picking delays 🚨 Excess inventory 🚨 Customer dissatisfaction 🚨 Financial loss This is why leading warehouses invest heavily in: 📲 Barcode and RFID systems 📦 WMS integration 🔄 Real-time inventory updates 📋 Cycle counting 👷 Employee training Because inventory data is not just a warehouse metric. It is the foundation of supply chain decision-making. 💡 Bad inventory data creates expensive operational decisions. 💬 What do you think causes the biggest inventory accuracy problem in warehouses today: scanning errors, wrong putaway, or delayed updates? #InventoryManagement #WarehouseManagement #SupplyChain #Logistics #WarehouseOperations #WMS #InventoryAccuracy #OperationsManagement

  • View profile for Adam DeJans Jr.

    Supply Chain Intelligence | Author

    26,189 followers

    I have been thinking a lot about multi-echelon inventory optimization and I have concluded that the cheapest warehouse in the network is often the most expensive place to keep inventory. That sounds backwards, but I see this as a core trap in multi-echelon inventory optimization. A company sees low-cost storage overseas and thinks, “Great, let’s hold inventory there.” Looks great on paper. Then reality arrives and… Demand shows up in the wrong marketplace. Lead times stretch. Containers bunch together. One region is starving while another is quietly drowning in stock. The inventory was “cheap” only because the spreadsheet priced the warehouse and ignored the optionality that was lost. Multi-echelon inventory optimization is not really about inventory as much as it is about deciding where uncertainty should live. When inventory is held far upstream, the company preserves flexibility across markets but sacrifices speed. When inventory is pushed downstream, the company improves responsiveness but commits too early to a specific geography, channel, or customer segment. Every movement of stock is a financial bet. Every echelon is a place where capital can wait, decay, accelerate, or become trapped. The naive view says the goal is to avoid overstock and understock. My view is that the goal is to place inventory where the next decision has the highest economic value. Sometimes that means holding more upstream. Sometimes it means pushing more downstream. Sometimes it means deliberately accepting a higher local stockout risk because the cost of committing inventory too early is worse. The optimal answer is rarely “more safety stock”(i.e., a polite name for uncertainty we refused to price correctly). Forecast accuracy also becomes a dangerous distraction. A better forecast is useful, but it does not automatically produce a better inventory policy. Instead of asking “What will demand be?” I now ask, “Given what we know, where should we position scarce supply so that tomorrow’s options are worth the most?” That is why multi-echelon inventory is so hard. It sits at the intersection of forecasting, logistics, finance, service levels, lead times, capacity, and incentives. A local team wants protection. A marketplace wants availability. Finance wants lower working capital. Operations wants stability. The network wants optionality. These objectives do not naturally agree. Inventory is not waste, but I would call positioned inventory as waste. A pallet sitting in a cheap upstream facility may be incredibly valuable if it preserves optionality across ten markets. That same pallet may be nearly worthless if it cannot reach the market that actually needs it in time. A unit sitting downstream may look expensive, but if it prevents a lost sale during a demand spike, it may be the highest-return asset in the entire network. We must use an economic model of decisions under uncertainty. The winning company is the one that knows where inventory should wait.

  • View profile for Durga Reddy

    Associate Manager at PepsiCo

    16,436 followers

    What Happens When Inventory Tracking Goes Wrong? *Inventory Tracking = Knowing exactly what products you have, where they are, and in what quantity.* Inaccurate inventory tracking isn’t just a warehouse mistake — it’s a business-wide problem that affects cash flow, customer trust, and decision-making. When numbers don’t reflect reality, here’s what happens: ✅ 1. Stockouts & Missed Sales Products go out of stock unexpectedly, customers turn to competitors, and brand loyalty takes a hit. ✅ 2. Overstocking & Capital Lock-Up Excess goods sit on shelves, tying up working capital and increasing storage costs — money that could be used for growth. ✅ 3. Poor Demand Forecasting Without reliable data, forecasting becomes guesswork. This leads to wrong purchasing decisions and unstable supply chains. ✅ 4. Order Delays & Operational Slowdown Teams spend time fixing discrepancies, chasing suppliers, and resolving customer complaints instead of focusing on value-added work. ✅ 5. Increased Costs & Lost Revenue From emergency shipments to excess storage fees, inaccurate inventory quietly drains profitability. ✅ 6. Wastage of Resources Time, labor, space, and technology are wasted when employees must manually reconcile errors and adjust stock levels. ✅ 7. Customer Dissatisfaction Late deliveries, canceled orders, and false product availability directly impact customer experience and brand reputation. ⸻ 💡 Why Accurate Inventory = Business Stability 💠 Real-time visibility 💠 Smarter purchasing decisions 💠 Better cash flow management 💠 Reliable forecasting 💠 Higher customer satisfaction ⸻ 🚀 How Businesses Can Improve Inventory Accuracy ✔ Implement barcode/RFID-based tracking ✔ Use an integrated WMS or ERP system ✔ Schedule regular cycle counts and audits ✔ Sync inventory in real-time across sales channels ✔ Train teams on proper receiving, handling, and documentation ✔ Leverage data analytics for forecasting & replenishment ⸻ 📍 In modern supply chains, accuracy is not optional — it’s a competitive advantage. Inventory isn’t just what’s on the shelf; it’s what keeps your business moving. #SupplyChain #InventoryManagement #Logistics #Operations #Ecommerce #DigitalTransformation #BusinessGrowth #WMS #CashFlow #SupplyChainManagement

  • View profile for Wyclif Musau

    Dock Supervisor/Stock Controller/Store Keeper

    884 followers

    How to Reduce Stock Loss in a FMCG warehouse. 1. Warehouse layout & storage optimization ~ Design zones by function—receiving, high-turn pick, slow-moving, packing, dispatch—to reduce movement and errors ~ Use ABC analysis (focuses on the top 20% worth 80% of revenue) to place A-items near packing and shipping. ~ Embrace vertical storage and double-deep racking for better density while keeping high-turn products accessible. 2. FIFO & cycle counting Apply FIFO to avoid spoilage and FIFO/LIFO for non-perishables Implement frequent cycle counts based on ABC prioritization to catch discrepancies early and avoid disruption. 3. Tech integration: WMS, barcodes, RFID Use barcode/RFID systems and a WMS to track stock in real time from inbound through to dispatch Automate reordering based on real-time stock data to maintain correct inventory levels. 4. Receiving & put‑away control Double-check incoming items against POs, scan them on arrival, inspect for damage, then assign proper locations immediately Separate staging area to avoid mix‑ups and bottlenecks 5. Staff training & accountability Train staff on SOPs, handling secure scanning, stock rotation, FIFO, and equipment safety Foster accountability via cycle-counting ownership and KPI tracking. 6. Security & shrinkage prevention Use CCTV on docks/storage, restricted access for high-value zones, and random audits to deter loss Investigate and resolve root causes of any variances—mistakes, theft, or system errors 7. Forecasting & supplier collaboration Apply demand forecasting and safety stock buffers to avoid both overstock and stock outs. Consider vendor-managed inventory (VMI) or CPFR to smooth replenishment cycles and reduce buffer needs. 8. Continuous improvement Use data from your WMS to monitor inventory accuracy, pick rates, and variance trends. Update layout, SOPs, KPIs and tech based on these insights. Empower staff feedback and regular reviews to drive incremental gains. ✅ In summary By combining smart design, disciplined inventory practices, tech-enabled accuracy, trained staff, and data-driven reviews, you can drastically reduce variance in FMCG stock levels—supporting better margins, service, and compliance. Let me know if you'd like sample SOPs, WMS options, or help adapting this roadmap to your facility!

  • View profile for Rakesh Dalhan

    Operations Management & Logistics Expert | 2PL | 3PL | 4PL| Stock Audit| Demand Planning | Contract Manufacturing

    2,043 followers

    🚀 6 Inventory Control Techniques for Stock Optimization Let’s face it—managing stock in FMCG is like walking a tightrope. Too much? You’re bleeding money. Too little? You’re losing customers. That’s where Inventory Optimization becomes a game-changer. So what is it? 📦 Inventory Optimization = Keeping the right products, in the right quantity, at the right place — without locking up your cash or running out during peak demand. 🧠 Here are 6 smart techniques to help you optimize your stock and increase ROI: 📊 1. Stock Audit "If you don’t know what you have, how can you manage what you need?" Regular audits reduce shrinkage and ensure your system matches reality. ✅ Physical Inventory: Full stock count (usually yearly) ✅ Cycle Counting: Monthly/weekly checks by item groups ✅ Spot Checks: Surprise inspections to catch issues early 💰 2. Inventory Budgeting "Plan your stock before it drains your wallet." Set monthly or quarterly budgets for stock procurement. Use past sales, upcoming promotions, and supplier trends to decide how much to spend. ⏱️ 3. Just-In-Time (JIT) "Stock only when needed — not too early, not too late." Keep minimal stock and reorder based on real-time needs. Ideal for predictable SKUs and strong supplier chains. 🔠 4. ABC Analysis "Not all products deserve the same attention." Classify inventory by value to manage smarter: 🅰️ A-items = 10-20% of items, 70-80% of value → tight control 🅱️ B-items = 20-30% of items, 15-25% of value → medium focus 🆑 C-items = 60-70% of items, 5-10% of value → basic control 📈 5. Demand Forecasting "Predict better to prepare better." Use past sales + trends + seasonal changes to plan future stock. Forecasting avoids overbuying slow movers and missing out on fast sellers. 🧠 Tip: Treat every SKU differently based on value and demand pattern. 🏗️ 6. Organizational Planning "Inventory doesn’t exist in a vacuum — plan it across levels." 🧭 Strategic: Where will goods be made? Where stored? 🛠️ Tactical: How much should we produce and when? 📦 Operational: How do we execute this? (ERP, logistics, reordering) #FMCG #InventoryManagement #SupplyChain #BusinessGrowth

  • View profile for Phelisters George

    Global Warehouse Thought Leader | Founder, Geo Elite Concultancy | Helped 500+ local & International Professionals Win Interviews & Get Hired Across Remote, Hybrid & Onsite Roles | ATS CV Expert | LinkedIn Optimization

    21,631 followers

    The Warehouse Mistake I Only Made Once Not Scheduling Spot Checks In my early years in the Storeroom I made the mistake of skipping regular cycle counts especially during “calm weeks” when everything seemed stable. I thought "The numbers are clean. No need to disrupt operations this week." Until one Friday, we discovered an entire bin location had been mispicked for days, affecting customer deliveries, triggering invoice issues, and causing internal panic. And guess what? Had we done our usual midweek spot check, it would’ve surfaced early. The Lesson? Don’t rely solely on your ERP or WMS reports. Even the best systems need human validation. Cycle counts aren’t just for stock reconciliation, they are for early detection of: -Misplaced stock -Shrinkage -Quantity mismatches -Unscanned returns -Bin labeling errors I now schedule spot checks/cycle counts at least once weekly and rotate categories. It’s non-negotiable. Real-World Tip: Even a 20-minute count by two people in one high risk zone twice each week can save hours of correction later. What’s one warehouse mistake you only made once and why? Let’s trade stories. We all learn faster when we share. #WarehouseLeadership #CycleCounting #InventoryControl #AuditCulture #FridayReflection #OperationsExcellence #ConsultWithPhelisters

  • View profile for Ranjit Sinha

    Supply Chain Transformation Professional | Oracle ERP SCM Functional Lead | $15M+ Inventory Reduction | MRP & Configuration Control | Heavy Engineering & Rolling Stock

    3,994 followers

    🚨 Inventory Is NOT Just Stock. It Is the Financial Pulse of Supply Chain. Most companies think inventory management means: 📦 Avoiding shortages 📦 Reducing excess stock 📦 Keeping material available But world-class organizations know Inventory impacts: ✅ Cash flow ✅ Customer delivery ✅ Production stability ✅ Profitability Poor inventory management silently destroys: ❌ Working capital ❌ OTIF performance ❌ Warehouse efficiency ❌ Production planning stability ❌ Supplier relationships 🔟 Most Powerful Inventory Management Techniques used in modern manufacturing organizations: 1️⃣ ABC Analysis Classify inventory based on value and business impact. 🔴 A-Class → Tight control 🟠 B-Class → Medium control 🟢 C-Class → Simplified control 👉 Focus where business risk is highest. 2️⃣ Safety Stock Optimization Safety stock is NOT random extra inventory. It protects against: ⚠ Demand variation ⚠ Supplier delays ⚠ Production uncertainty Too much = blocked cash Too little = production stoppage 3️⃣ EOQ (Economic Order Quantity) Balances: ⚖ Ordering Cost ⚖ Carrying Cost 📉 Reduce total inventory cost without creating shortages. 4️⃣ Min-Max Planning Simple but highly effective. 📌 MIN = Reorder trigger 📌 MAX = Inventory cap Best for: ✔ Consumables ✔ Fast-moving items ✔ Indirect materials 5️⃣ FIFO / FEFO Control 📦 FIFO = First In First Out 📦 FEFO = First Expiry First Out Critical for: ✔ Chemicals ✔ Shelf-life materials Prevents: ❌ Expiry ❌ Scrap ❌ Traceability issues 6️⃣ Cycle Counting Top companies do NOT wait for annual stock counts. They continuously verify inventory accuracy. 📌 Wrong inventory data = Wrong planning decisions. 7️⃣ JIT (Just-In-Time) Receive material: 📦 At right time 📦 In right quantity 📦 At right place Benefits: 📉 Lower inventory 📉 Lower storage cost But without supplier & planning discipline: ⚠ JIT becomes “Just In Trouble.” 8️⃣ Demand Forecast Integration Inventory should align with: ✔ Demand Forecast ✔ Production Plan ✔ S&OP Most inventory problems start with: ❌ Poor forecasting ❌ Uncontrolled demand changes 9️⃣ Inventory Segmentation Different inventory requires different strategies. 🔹 Critical parts 🔹 Long lead-time items 🔹 Imported parts 🔹 Spare parts 🔹 Slow-moving inventory 🔟 ERP Parameter Governance The most ignored technique. Critical parameters: ⚙ Lead Time ⚙ MOQ ⚙ Safety Stock ⚙ Lot Size ⚙ Planning Method ⚙ Order Modifiers Wrong ERP parameters create: ❌ Excess stock ❌ Shortages ❌ Planning nervousness ERP does NOT manage inventory automatically. People do. 📌 Final Thought Inventory optimization is NOT about blindly reducing stock. It is about balancing: ⚖ Service Level ⚖ Cost ⚖ Cash Flow ⚖ Availability ⚖ Operational Stability The best supply chains are not the ones with the lowest inventory. They are the ones with the smartest inventory strategy. #InventoryManagement #SCM #ERP #MRP SCMExIQ | Supply Chain Execution Simplified Like, follow and comment

  • View profile for Manish Agarwal

    BeingRetailer Since 1997 ✧ Learning. Building. Evolving… Chapter 3.0

    6,806 followers

    “Don’t Just Stock It—Make It Count: The MBQ , Availability and Fill Rate Advantage.” In retail, the key to success lies not just in stocking products, but ensuring that the products are adequately stocked is critical for driving sales. Understanding critical inventory metrics—Minimum Base Quantity (MBQ), Availability, Fill Rate—is essential to optimizing sales and meeting customer expectations. Further to truly make an impact, these metrics must be applied at the assortment level. 🔹Minimum Base Quantity (MBQ): Units required on the shelf to maintain product visibility and meet customer demand. It’s not enough for a product to be “available”—it needs to be sufficiently stocked to catch the customer’s eye and drive purchases. It’s a critical measure, its true value is realized when applied to specific assortments that cater to different customer preferences. Ensuring each assortment meets its MBQ helps guarantee that the diverse needs and choices of customers are adequately addressed. 🔹Availability: Is more than just having a product on the shelf—it’s about meeting a set percentage of the MBQ (e.g., 75%) to ensure the product is impactful. If the stock falls below this threshold, the product might as well be considered “unavailable,” as its impact on sales diminishes sharply. Customers expect a range of options within an assortment, and if one part of the assortment is understocked, it can lead to a perception of unavailability even if other products are present. Focusing on availability at the assortment level ensures that all customer needs are met, not just those for the most popular items. 🔹Fill Rate: This measures how well we are meeting customer demand from your current stock, Overall fill rates can be misleading if they don’t reflect the availability of specific products within an assortment that address different customer needs and preferences. By monitoring and optimizing fill rates within each assortment, you can ensure that every customer finds what they’re looking for. 🔸Loss of Sale: When availability falls below the MBQ threshold at the assortment level, you’re not just risking a poor shelf presence—you’re also risking direct financial loss. The loss of sale is calculated by comparing potential sales (based on historical average daily sales) with actual sales on days when availability was low. This analysis can help in minimizing missed revenue opportunities. 🔸Backend Operations: A robust backend—covering vendor fill rates, warehouse stocking, and supply chain speed—is essential for sustaining high MBQ fill, availability, and fill rates at the front end, directly impacting your ability to meet demand and minimize loss of sales. 🔸Benchmarks: Varies between a fashion rand a grocery retailer due to differences in product types, demand patterns, purchase frequency and customer expectations - 1. Fashion Retailer • Availability: 85-90% • Fill Rate: 90-95% 2. Grocery Retailer • Availability: 95-99% • Fill Rate: 98-99%

  • View profile for SHAMEEL MH

    Officer - Port Operations | Certified Arabic-English Bilingual Translator

    2,523 followers

    What Happens When Inventory Tracking Goes Wrong? *Inventory Tracking = Knowing exactly what products you have, where they are, and in what quantity.* Inaccurate inventory tracking isn’t just a warehouse mistake — it’s a business-wide problem that affects cash flow, customer trust, and decision-making. When numbers don’t reflect reality, here’s what happens: ✅ 1. Stockouts & Missed Sales Products go out of stock unexpectedly, customers turn to competitors, and brand loyalty takes a hit. ✅ 2. Overstocking & Capital Lock-Up Excess goods sit on shelves, tying up working capital and increasing storage costs — money that could be used for growth. ✅ 3. Poor Demand Forecasting Without reliable data, forecasting becomes guesswork. This leads to wrong purchasing decisions and unstable supply chains. ✅ 4. Order Delays & Operational Slowdown Teams spend time fixing discrepancies, chasing suppliers, and resolving customer complaints instead of focusing on value-added work. ✅ 5. Increased Costs & Lost Revenue From emergency shipments to excess storage fees, inaccurate inventory quietly drains profitability. ✅ 6. Wastage of Resources Time, labor, space, and technology are wasted when employees must manually reconcile errors and adjust stock levels. ✅ 7. Customer Dissatisfaction Late deliveries, canceled orders, and false product availability directly impact customer experience and brand reputation. ⸻ 💡 Why Accurate Inventory = Business Stability 💠 Real-time visibility 💠 Smarter purchasing decisions 💠 Better cash flow management 💠 Reliable forecasting 💠 Higher customer satisfaction ⸻ 🚀 How Businesses Can Improve Inventory Accuracy ✔ Implement barcode/RFID-based tracking ✔ Use an integrated WMS or ERP system ✔ Schedule regular cycle counts and audits ✔ Sync inventory in real-time across sales channels ✔ Train teams on proper receiving, handling, and documentation ✔ Leverage data analytics for forecasting & replenishment ⸻ 📍 In modern supply chains, accuracy is not optional — it’s a competitive advantage. Inventory isn’t just what’s on the shelf; it’s what keeps your business moving.

  • 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

    Effective SKU-level management for large and bulky items across FBA, SFP, and FBM is crucial for optimizing profitability and operational efficiency by strategically assigning the most cost-effective fulfillment method to each specific product. A hybrid fulfillment approach, guided by detailed SKU data, allows sellers to mitigate high FBA fees while still leveraging the Prime badge where appropriate. Strategic Selection by SKU Managing items at the SKU level empowers sellers to make informed decisions about which fulfillment method is most advantageous for each product's unique characteristics, rather than applying a one-size-fits-all approach to their entire catalog. FBA for High-Velocity Items: FBA is often best for large items that have high sales volumes and a good inventory turnover rate, as this minimizes long-term storage fees. The key benefit is leveraging Amazon's fulfillment network and the Prime badge to boost visibility and sales velocity, which can outweigh the high fulfillment fees for fast-moving goods. FBM for Bulky or Slow-Moving Items: FBM is ideal for large, heavy, or low-margin products that sell slowly, as it allows sellers to avoid FBA's steep dimensional weight pricing, oversized item surcharges, and costly long-term storage fees. This method offers greater control over packaging and shipping logistics, allowing sellers to negotiate better rates with third-party carriers and protect their margins. SFP for Prime without FBA Storage: Seller Fulfilled Prime (SFP) allows FBM sellers to offer the Prime badge from their own warehouse or 3PL, which is an excellent option for high-value or bulky items where controlling the handling process is important but Prime visibility is essential. SFP helps avoid FBA fees and storage limitations while still meeting customer expectations for fast shipping, provided strict performance requirements can be met. Operational Efficiencies SKU-level management facilitates significant operational improvements beyond cost savings. Unified Inventory Tracking: Utilizing inventory management software allows FBA and FBM SKUs for the same product to be merged into a single internal SKU, providing a unified view of stock levels across all channels. This simplifies monitoring, forecasting, and reordering, reducing the risk of stockouts or overstocking. Optimized Packaging and Handling: For large items, specific handling and packaging are crucial to prevent damage. FBM/SFP provides complete control to implement specialized procedures and use custom packaging, something not feasible with FBA's standardized processes. Flexibility and Risk Mitigation: A hybrid strategy based on SKU analysis reduces reliance on Amazon's network and mitigates risks associated with FBA inventory limits, placement control issues, and peak season surcharges. This flexibility ensures smoother operations during supply chain disruptions.

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