{"id":45487,"date":"2026-07-03T15:19:34","date_gmt":"2026-07-03T09:49:34","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=45487"},"modified":"2026-07-13T18:14:37","modified_gmt":"2026-07-13T12:44:37","slug":"types-of-inventory-classification","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/ar\/types-of-inventory-classification\/","title":{"rendered":"Types of Inventory: A Classification Guide for Practitioners"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"45487\" class=\"elementor elementor-45487 elementor-bc-flex-widget\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21c836 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c836\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22706d elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22706d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Inventory classification tells a planner which items deserve attention and which do not. ABC, VED, FSN, and XYZ are the names most procurement and maintenance teams already know.<\/p>\n<p>Most classification content stops at explaining what those four letters mean and how to calculate the thresholds. It rarely asks which dimension you should actually be classifying on, and what happens when demand shape, not value or criticality, is the variable that matters most.<\/p>\n<p>This article is written for planners, SAP MM and PM users, and reliability engineers who already know what ABC, VED, FSN, and XYZ stand for, and who need the layer of judgment that decides which to reach for, when to combine them, and how to handle the one dimension almost no content treats seriously.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21598f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21598f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22db6f elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22db6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"type-vs-class-the-distinction-most-inventory-content-collapses\">Type vs Class: The Distinction Most Inventory Content Collapses<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c215fc5 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c215fc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c227070 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c227070\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Inventory type and inventory class get used interchangeably in most content, but they answer entirely different questions. Type describes what an item physically is, and it is fixed the moment the item enters the system.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216995 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216995\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c222b81 elementor-widget elementor-widget-html\" data-id=\"6a54d0c222b81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%;border-collapse:separate;border-spacing:8px;font-family:Arial,sans-serif\"><tr><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Raw Material<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Unprocessed inputs to production<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Work-in-Progress<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Partially completed production units<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Finished Goods<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Ready for sale or shipment<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">MRO \/ Spares<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Maintenance, repair, and operating parts<\/div><\/td><\/tr><tr><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Consumables<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Used up in operation, not tracked as assets<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Safety Stock<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Buffer held against demand or lead-time variability<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">In-Transit<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Owned, but physically moving between locations<\/div><\/td><td style=\"width:25%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0628\u0627\u0639\u0629<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">No forecasted future use<\/div><\/td><\/tr><\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21483f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21483f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22d308 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22d308\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Class is different. Class is a behavioral tier derived from data: how often an item moves, what it costs, how consequential its absence is, and how predictable its demand looks when it occurs.<\/p>\n<p>An item&#39;s type almost never changes. A spare part stays an MRO item for the entire time it sits in the storeroom. Its class is a different story: whether that same part sits in the A tier or the C tier this quarter depends on data that updates every time it is issued or superseded.<\/p>\n<p>A mechanical seal is type MRO\/spares from the day it is received. In its first year, low consumption places it in the C tier by value and the N tier by movement. Eighteen months later the asset it protects moves to continuous operation, and its class shifts to A\/F while its type never moves at all.<\/p>\n<p>That is the reason a classification exercise done once and filed away quietly goes stale, and it is the argument for everything that follows: classification is a live calculation, not a one-time label.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21222c e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21222c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c222e4c elementor-widget elementor-widget-heading\" data-id=\"6a54d0c222e4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"what-question-is-each-classification-framework-actually-answering\">What Question Is Each Classification Framework Actually Answering?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c215310 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c215310\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22a327 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22a327\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Every classification framework answers a different business question. Choosing a framework is really choosing which risk you want to manage first.<\/p>\n<p>Most organisations only ever answer one of these questions when they should be answering at least two.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21d333 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21d333\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2202ca elementor-widget elementor-widget-html\" data-id=\"6a54d0c2202ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><table style=\"width:100%;border-collapse:collapse;font-size:14px\"><tr style=\"background:#024089;color:#fff\"><th style=\"padding:10px 12px;text-align:left\">Framework<\/th><th style=\"padding:10px 12px;text-align:left\">Question It Answers<\/th><th style=\"padding:10px 12px;text-align:left\">Business Risk Managed<\/th><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>ABC<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Which items concentrate the most capital?<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Capital exposure<\/td><\/tr><tr><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>VED<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Which items cause the most damage if they run out?<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Stockout consequence<\/td><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>FSN<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Which items move, and which sit still?<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Obsolescence and storage risk<\/td><\/tr><tr><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>XYZ<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">How predictable is demand, in basic variability terms?<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Forecast confidence<\/td><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px\"><strong>Syntetos-Boylan<\/strong><\/td><td style=\"padding:10px 12px\">What shape does demand actually take over time?<\/td><td style=\"padding:10px 12px\">Forecasting method fit<\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21afdf e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21afdf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c220156 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c220156\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>ABC is a value concentration exercise. It answers a capital question and nothing else, so an A-tier item by ABC alone tells you where the money sits, not whether the item matters operationally.<\/p>\n<p>VED asks the opposite question. A vital item can be inexpensive, and a desirable item can be expensive, which is why ABC and VED are so often run together rather than in isolation.<\/p>\n<p>FSN is a movement lens, useful for obsolescence risk and space allocation, but it says nothing about cost or consequence on its own. XYZ is the closest of the four classic frameworks to a demand-based view, though it typically works from a simple variability measure across all periods, coarser than the demand-pattern classification covered later in this article.<\/p>\n<p>Your choice of framework should follow from which business risk you are managing, capital efficiency, stockout consequence, obsolescence, or forecast accuracy, not from habit or whichever field your ERP happens to have available.<\/p>\n<p>The thresholds and calculation steps behind ABC, VED, FSN, and XYZ are covered in Verdantis&#39;s guide to <a href=\"https:\/\/www.verdantis.com\/spare-parts-classification\/\">applying the four classic spares classification models<\/a>. This article focuses on which framework fits the risk you are actually managing, and the one framework most content leaves out entirely.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21534f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21534f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c220158 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c220158\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"single-criterion-vs-multi-criterion-classification\">Single-Criterion vs Multi-Criterion Classification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2134de e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2134de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c223ac0 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c223ac0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>A single classification lens fails for spare parts specifically, and it fails in a predictable direction. Value and criticality are frequently inverse.<\/p>\n<p>A ten-dollar gasket can stop an entire production line. A five-thousand-dollar backup motor might sit unused for years without consequence. Multi-criterion classification exists to correct for exactly this mismatch, and two mechanics dominate in practice.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21c037 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c037\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c221765 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c221765\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Here is what a 3&#215;3 ABC-VED cross-tab looks like once built, with a distinct handling posture assigned to each of the nine cells.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21a4e6 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21a4e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2213e4 elementor-widget elementor-widget-html\" data-id=\"6a54d0c2213e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%;border-collapse:collapse;font-family:Arial,sans-serif;font-size:13px;text-align:center\"><tr><th style=\"background:#0E4D8C;color:#fff;padding:10px\"><\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px\">Vital<\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px\">Essential<\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px\">Desirable<\/th><\/tr><tr><th style=\"background:#0E4D8C;color:#fff;padding:10px\">A<\/th><td style=\"background:#024089;color:#fff;padding:12px;font-weight:700\">Tightest control<br><span style=\"font-size:11px;font-weight:400\">Continuous review, highest safety stock<\/span><\/td><td style=\"background:#004DA9;color:#fff;padding:12px;font-weight:700\">High control<br><span style=\"font-size:11px;font-weight:400\">Frequent review<\/span><\/td><td style=\"background:#004DA9;color:#fff;padding:12px;font-weight:700\">Managed control<br><span style=\"font-size:11px;font-weight:400\">Watch for over-investment<\/span><\/td><\/tr><tr><th style=\"background:#0E4D8C;color:#fff;padding:10px\">B<\/th><td style=\"background:#004DA9;color:#fff;padding:12px;font-weight:700\">High control<br><span style=\"font-size:11px;font-weight:400\">Frequent review<\/span><\/td><td style=\"background:#8a93a0;color:#fff;padding:12px;font-weight:700\">Standard control<br><span style=\"font-size:11px;font-weight:400\">Periodic review<\/span><\/td><td style=\"background:#8a93a0;color:#fff;padding:12px;font-weight:700\">Standard control<br><span style=\"font-size:11px;font-weight:400\">Periodic review<\/span><\/td><\/tr><tr><th style=\"background:#0E4D8C;color:#fff;padding:10px\">C<\/th><td style=\"background:#8a93a0;color:#fff;padding:12px;font-weight:700\">Managed control<br><span style=\"font-size:11px;font-weight:400\">Ensure availability despite low value<\/span><\/td><td style=\"background:#C2CEE0;color:#1A2434;padding:12px;font-weight:700\">Light control<br><span style=\"font-size:11px;font-weight:400\">Minimal review<\/span><\/td><td style=\"background:#C2CEE0;color:#1A2434;padding:12px;font-weight:700\">Light control<br><span style=\"font-size:11px;font-weight:400\">Reactive only<\/span><\/td><\/tr><\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216ca2 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216ca2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22d35f elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22d35f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Notice the C-Vital cell. It is the one every value-only classification misses: low cost, but essential enough that a stockout is unacceptable.<\/p>\n<p>That single cell is usually where a pure ABC program quietly under-stocks the parts generating the most emergency purchase orders.<\/p>\n<p>Matrix cross-tabs trade precision for a paper trail. Weighted indices trade the paper trail for precision. Choose the matrix when a planner or auditor needs to see why an item landed where it did.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21114c e-con-full form1 e-flex e-con e-child\" data-id=\"6a54d0c21114c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6a54d0c23d229 e-con-full form1 e-flex e-con e-child\" data-id=\"6a54d0c23d229\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6a54d0c241045 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c241045\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c255190 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c255190\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">See how your spare parts would classify on demand pattern alone.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c26f3ff elementor-widget elementor-widget-heading\" data-id=\"6a54d0c26f3ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\"><p>Most classification programs never test for demand shape. Find out what your intermittent and lumpy items look like once they are separated out from the rest of the catalogue.<\/p><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c27e9e4 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c27e9e4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c28b4a3 elementor-widget elementor-widget-template\" data-id=\"6a54d0c28b4a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"35768\" class=\"elementor elementor-35768\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10b489b1 e-con-full e-flex e-con e-child\" data-id=\"10b489b1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-196cdd1d elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"196cdd1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"35768\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"196cdd1d\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"4 MRO Data Maintenance Strategies for Industrial Plants | Verdantis\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"42319\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\t\u0627\u0644\u0627\u0633\u0645\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-lg  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-telephone elementor-field-group elementor-column elementor-field-group-Contact elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Contact\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\t\u0631\u0642\u0645 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input dir=\"rtl\" type=\"text\" name=\"change_name_Contact\" id=\"form-field-Contact\" class=\"elementor-field elementor-size-lg  elementor-field-telephone elementor-field-textual yee-rtl\" required=\"required\" data-auto=\"yes\" data-pre=\"\" data-excludecountries=\"\" data-onlyct=\"\" data-defcountry=\"\" data-hide_flag=\"\" data-hide_code=\"\" data-validation=\"yes\" data-name=\"Contact\" data-telephone_search=\"yes\" >\n\t\t<input onkeydown=\"return \/[0-9]|\\(|\\)|\\+|-|BACKSPACE\/i.test(event.key)\" type=\"hidden\" class=\"phone_check\" name=\"form_fields[Contact_check]\" value=\"\" >\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-Company elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Company\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\t\u0627\u0633\u0645 \u0627\u0644\u0634\u0631\u0643\u0629\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[Company]\" id=\"form-field-Company\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\t\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0639\u0645\u0644\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SCHEDULE A MEETING<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"ar\"\/><\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11d386b6 elementor-widget elementor-widget-heading\" data-id=\"11d386b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Book a non-obligatory consultation call with our delivery team to address master data management challenges<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216da5 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216da5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c223a17 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c223a17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0\u062a\u062d\u0638\u0649 \u0628\u062b\u0642\u0629 \u0634\u0631\u0643\u0627\u062a \u0642\u0627\u0626\u0645\u0629 \u00ab\u0641\u0648\u0631\u062a\u0634\u0646 500\u00bb \u0648\u00ab\u062c\u0644\u0648\u0628\u0627\u0644 2000\u00bb<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2394f9 elementor-widget elementor-widget-html\" data-id=\"6a54d0c2394f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n.trust-marquee{\n  overflow:hidden;\n -webkit-mask-image:linear-gradient(90deg,transparent 0,#000 80px,#000 calc(100% - 80px),transparent 100%);\n mask-image:linear-gradient(90deg,transparent 0,#000 80px,#000 calc(100% - 80px),transparent 100%);\n}\n.trust-track{\n  display:flex;\n  width:max-content;\n  animation:trustScroll 32s linear infinite;\n}\n.trust-marquee:hover .trust-track{animation-play-state:paused;}\n.trust-list{\n  display:flex;\n  align-items:center;\n  gap:56px;\n  padding-right:56px;\n  flex-shrink:0;\n}\n\n.trust-logo:hover{color:#004da9;}\n.trust-logo{\n  font-size:15px;\n  font-weight:600;\n  color:#4a5a72;\n  white-space:nowrap;\n  letter-spacing:-.1px;\n  font-family: poppins;\n}\n@keyframes trustScroll{to{transform:translateX(-50%);}}\n@media(prefers-reduced-motion:reduce){.trust-track{animation:none;}}\n@media(max-width:560px){\n  .trust-list{gap:28px;padding-right:28px;}\n  .trust-logo{font-size:15px;}\n  .trust-marquee{\n    -webkit-mask-image:linear-gradient(90deg,transparent 0,#000 32px,#000 calc(100% - 32px),transparent 100%);\n            mask-image:linear-gradient(90deg,transparent 0,#000 32px,#000 calc(100% - 32px),transparent 100%);\n  }\n}\n<\/style>\n\n<div class=\"trust-marquee\">\n  <div class=\"trust-track\">\n    <div class=\"trust-list\">\n      <span class=\"trust-logo\">\u0634\u064a\u0641\u0631\u0648\u0646<\/span>\n      <span class=\"trust-logo\">\u0648\u064a\u0630\u0631\u0641\u0648\u0631\u062f<\/span>\n      <span class=\"trust-logo\">CITGO<\/span>\n      <span class=\"trust-logo\">\u0625\u062a\u0634. \u0625\u0641. \u0633\u064a\u0646\u0643\u0644\u064a\u0631<\/span>\n      <span class=\"trust-logo\">AEP<\/span>\n      <span class=\"trust-logo\">\u0627\u0644\u0645\u0631\u064a\u062e<\/span>\n      <span class=\"trust-logo\">\u0623\u0631\u0627\u0645\u0643\u0648 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/span>\n      <span class=\"trust-logo\">\u0628\u0644\u0648\u0631\u0627\u062a \u0641\u0644\u0648\u0631\u064a\u062f\u0627<\/span>\n      <span class=\"trust-logo\">\u0634\u0631\u0643\u0629 \u0628\u0627\u0631\u064a\u0643 \u0644\u0644\u062a\u0639\u062f\u064a\u0646<\/span>\n      <span class=\"trust-logo\">\u0645\u0627\u0631\u0627\u062b\u0648\u0646 \u0628\u062a\u0631\u0648\u0644\u064a\u0648\u0645<\/span>\n      <span class=\"trust-logo\">\u0634\u0631\u0643\u0629 \u0646\u064a\u0648\u0645\u0648\u0646\u062a<\/span>\n    <\/div>\n    <div class=\"trust-list\" aria-hidden=\"true\">\n      <span class=\"trust-logo\">\u0634\u064a\u0641\u0631\u0648\u0646<\/span>\n      <span class=\"trust-logo\">\u0648\u064a\u0630\u0631\u0641\u0648\u0631\u062f<\/span>\n      <span class=\"trust-logo\">CITGO<\/span>\n      <span class=\"trust-logo\">\u0625\u062a\u0634. \u0625\u0641. \u0633\u064a\u0646\u0643\u0644\u064a\u0631<\/span>\n      <span class=\"trust-logo\">AEP<\/span>\n      <span class=\"trust-logo\">\u0627\u0644\u0645\u0631\u064a\u062e<\/span>\n      <span class=\"trust-logo\">\u0623\u0631\u0627\u0645\u0643\u0648 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/span>\n      <span class=\"trust-logo\">\u0628\u0644\u0648\u0631\u0627\u062a \u0641\u0644\u0648\u0631\u064a\u062f\u0627<\/span>\n      <span class=\"trust-logo\">\u0634\u0631\u0643\u0629 \u0628\u0627\u0631\u064a\u0643 \u0644\u0644\u062a\u0639\u062f\u064a\u0646<\/span>\n      <span class=\"trust-logo\">\u0645\u0627\u0631\u0627\u062b\u0648\u0646 \u0628\u062a\u0631\u0648\u0644\u064a\u0648\u0645<\/span>\n      <span class=\"trust-logo\">\u0634\u0631\u0643\u0629 \u0646\u064a\u0648\u0645\u0648\u0646\u062a<\/span>\n    <\/div>\n  <\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213ee8 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c213ee8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22ca5d elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22ca5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"the-demand-pattern-gap-syntetos-boylan-classification-in-depth\">The Demand-Pattern Gap: Syntetos-Boylan Classification in Depth<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21546c e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21546c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22babe elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22babe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>ABC, VED, FSN, and XYZ all classify based on value, consequence, or movement. None of them classify based on the actual shape of demand over time.<\/p>\n<p>That gap has a name: Syntetos-Boylan classification, and it is the framework most inventory content leaves out entirely, despite determining which forecasting method will actually work on a given part.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c219e89 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c219e89\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2207c4 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c2207c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"what-adi-and-cv%c2%b2-actually-measure\">What ADI and CV\u00b2 Actually Measure<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21d669 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21d669\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2242d4 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2242d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Average Demand Interval (ADI) is the mean number of periods between two consecutive periods of non-zero demand. It is the total periods in the lookback window divided by the number of periods with any demand at all.<\/p>\n<p>An ADI of 1 means demand occurs every period. An ADI of 6 means demand occurs, on average, once every six periods.<\/p>\n<p>The squared coefficient of variation (CV&sup2;) measures the variability of demand size during periods when demand occurs, ignoring zero periods entirely. It is the squared ratio of the standard deviation of non-zero demand to its mean.<\/p>\n<p>A low CV&sup2; means demand size is consistent whenever it happens. A high CV&sup2; means demand size swings wildly from one occurrence to the next.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c214f31 e-con-full pointer e-flex e-con e-parent\" data-id=\"6a54d0c214f31\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c23901c elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c23901c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2159c7 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2159c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22dba4 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22dba4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"the-four-quadrant-split-smooth-erratic-intermittent-lumpy\">The Four-Quadrant Split: Smooth, Erratic, Intermittent, Lumpy<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c210cc6 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c210cc6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c223807 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c223807\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Syntetos, Boylan, and Croston (2005) established cutoff values of 1.32 for ADI and 0.49 for CV&sup2;, and these remain the values most widely cited in current forecasting research.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21368a e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21368a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2226df elementor-widget elementor-widget-html\" data-id=\"6a54d0c2226df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><div style=\"text-align:center;font-size:12px;color:#8a93a0;margin-bottom:10px\">Horizontal axis: ADI (demand frequency) &middot; Vertical axis: CV\u00b2 (demand size variability)<\/div><table style=\"width:100%;border-collapse:separate;border-spacing:8px\"><tr><td style=\"width:50%;background:#004DA9;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Erratic<\/div><div style=\"font-size:13px;color:#E1E3E7\">ADI &lt; <strong style=\"color:#FDA300\">1.32<\/strong>, CV\u00b2 &ge; <strong style=\"color:#FDA300\">0.49<\/strong>. Frequent, but size swings hard each time.<br><em>Example: a specialty flange gasket ordered often, but in wildly different quantities each time.<\/em><\/div><\/td><td style=\"width:50%;background:#0F1626;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Lumpy<\/div><div style=\"font-size:13px;color:#E1E3E7\">ADI &ge; <strong style=\"color:#FDA300\">1.32<\/strong>, CV\u00b2 &ge; <strong style=\"color:#FDA300\">0.49<\/strong>. Infrequent and unpredictable in size. Hardest to forecast.<br><em>Example: a large custom gearbox spare, ordered rarely and in unpredictable quantities.<\/em><\/div><\/td><\/tr><tr><td style=\"width:50%;background:#0E4D8C;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Smooth<\/div><div style=\"font-size:13px;color:#E1E3E7\">ADI &lt; <strong style=\"color:#FDA300\">1.32<\/strong>, CV\u00b2 &lt; <strong style=\"color:#FDA300\">0.49<\/strong>. Frequent and consistent. Standard smoothing works fine here.<br><em>Example: common O-ring seals consumed on a steady weekly schedule.<\/em><\/div><\/td><td style=\"width:50%;background:#024089;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Intermittent<\/div><div style=\"font-size:13px;color:#E1E3E7\">ADI &ge; <strong style=\"color:#FDA300\">1.32<\/strong>, CV\u00b2 &lt; <strong style=\"color:#FDA300\">0.49<\/strong>. Infrequent, but consistent in size when it occurs.<br><em>Example: an emergency shutdown valve actuator, rarely used but always replaced one at a time.<\/em><\/div><\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21c22d e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c22d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22e77f elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22e77f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Smooth demand behaves like the demand curves most forecasting tools are built for: frequent occurrence, consistent size. Lumpy demand sits at the opposite end of both axes, and it is where standard forecasting tools fail hardest.<\/p>\n<p>Erratic and intermittent occupy the two off-diagonal quadrants. An erratic item needs a wider margin on size, while an intermittent item needs a wider margin on timing.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213ced e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c213ced\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2282d2 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2282d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Here is how lopsided this actually gets. One published analysis of a global manufacturer&#39;s spare parts catalogue, a 2024 Erasmus University thesis applying the Syntetos-Boylan thresholds to real consumption data, found that 97.6% of items fell into the combined intermittent-or-lumpy category, with erratic at just 1.4% and smooth at only 0.9%.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c218a80 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c218a80\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c223eb9 elementor-widget elementor-widget-html\" data-id=\"6a54d0c223eb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:20px 24px\"><table style=\"width:100%;border-collapse:collapse\"><tr><td style=\"width:170px;font-size:13px;color:#1A2434;font-weight:700;padding:6px 8px 6px 0\">Smooth<\/td><td style=\"padding:6px 0\"><table style=\"width:100%;background:#E1E3E7;border-collapse:collapse\"><tr><td style=\"width:2%;background:#0E4D8C;height:18px;font-size:1px;line-height:18px\">&nbsp;<\/td><td style=\"background:transparent\">&nbsp;<\/td><\/tr><\/table><\/td><td style=\"width:55px;text-align:right;font-size:12px;color:#1A2434;font-weight:700;padding:6px 0 6px 8px\">0.9%<\/td><\/tr><tr><td style=\"width:170px;font-size:13px;color:#1A2434;font-weight:700;padding:6px 8px 6px 0\">Erratic<\/td><td style=\"padding:6px 0\"><table style=\"width:100%;background:#E1E3E7;border-collapse:collapse\"><tr><td style=\"width:3%;background:#004DA9;height:18px;font-size:1px;line-height:18px\">&nbsp;<\/td><td style=\"background:transparent\">&nbsp;<\/td><\/tr><\/table><\/td><td style=\"width:55px;text-align:right;font-size:12px;color:#1A2434;font-weight:700;padding:6px 0 6px 8px\">1.4%<\/td><\/tr><tr><td style=\"width:170px;font-size:13px;color:#1A2434;font-weight:700;padding:6px 8px 6px 0\">Intermittent + Lumpy<\/td><td style=\"padding:6px 0\"><table style=\"width:100%;background:#E1E3E7;border-collapse:collapse\"><tr><td style=\"width:97.6%;background:#024089;height:18px;font-size:1px;line-height:18px\">&nbsp;<\/td><td style=\"background:transparent\">&nbsp;<\/td><\/tr><\/table><\/td><td style=\"width:55px;text-align:right;font-size:12px;color:#FDA300;font-weight:800;padding:6px 0 6px 8px\">97.6%<\/td><\/tr><\/table><div style=\"font-size:11px;color:#8a93a0;margin-top:10px\">Source: Erasmus University thesis, 2024 (https:\/\/thesis.eur.nl\/pub\/72612\/Thesis_final_Qinyu_641309.pdf)<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21d616 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21d616\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22ee97 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22ee97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>That is not a minor tilt. A value-based or movement-based classification alone will spend most of its attention on a demand shape that barely exists in a typical spares population.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21c1b7 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c1b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22896c elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22896c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"why-standard-exponential-smoothing-fails-on-intermittent-demand\">Why Standard Exponential Smoothing Fails on Intermittent Demand<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c212f81 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c212f81\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22a67d elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22a67d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Standard exponential smoothing updates its forecast every period, including zero-demand periods. For an intermittent item, that drags the forecast toward zero through every silent period, then produces a biased spike the moment real demand shows up.<\/p>\n<p>The bias is not random noise that averages out. It is a structural property of applying period-by-period smoothing to a series that is mostly zeros, and it worsens the longer the silent stretches run.<\/p>\n<p>Croston&#39;s method corrects this by updating only on non-zero periods. It forecasts demand size and demand interval as two separate series, then combines them into a single rate estimate.<\/p>\n<p>The Syntetos-Boylan Approximation (SBA) then corrects a known upward bias in Croston&#39;s original formula. Conceptually, it shaves the Croston estimate down by a small, fixed percentage tied to the smoothing parameter. Written out, the relationship is shown below.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21aa9e e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21aa9e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22e237 elementor-widget elementor-widget-html\" data-id=\"6a54d0c22e237\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"background:#024089;color:#fff;border-radius:8px;padding:16px 22px;font-family:Arial,sans-serif\"><div style=\"font-size:11px;letter-spacing:1.5px;text-transform:uppercase;color:#FDA300;margin-bottom:6px;font-weight:700\">SBA CORRECTION<\/div><div style=\"font-size:17px;font-weight:700;margin-bottom:6px\">SBA forecast = Croston forecast &times; (1 &minus; &alpha; &divide; 2)<\/div><div style=\"font-size:13px;color:#C2CEE0;line-height:1.5\">&alpha; is the smoothing parameter used in the underlying exponential smoothing. The correction factor is always slightly below 1, which is why SBA forecasts sit a little lower than uncorrected Croston forecasts for the same part.<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c211939 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c211939\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2232ae elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2232ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>A further variant, the Teunter-Syntetos-Babai (TSB) method, updates demand probability at every period rather than only on non-zero ones, making it more responsive to genuinely declining demand and better suited to parts drifting toward obsolescence.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21dd62 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c21dd62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c224725 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c224725\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Classification and forecasting answer different questions<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c23223f elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c23223f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p><strong>A classification framework describes what the demand data looks like. A forecasting method prescribes which algorithm to run given that shape.<\/strong> Treating a Syntetos-Boylan quadrant as a forecasting method, or a forecasting method as a classification tier, is one of the most common errors in existing inventory content.<\/p>\n<p>The quadrant tells you the shape. Croston, SBA, and TSB are three different answers to what you do once you know the shape.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213430 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c213430\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c227a6c elementor-widget elementor-widget-heading\" data-id=\"6a54d0c227a6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"data-mechanics-that-make-or-break-any-classification\">Data Mechanics That Make or Break Any Classification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21ff21 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21ff21\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22e8d7 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22e8d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>The classification framework is only half the exercise. How the underlying data is prepared, cleaned, and windowed decides whether the resulting classification means anything at all.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c215b2b e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c215b2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22e93c elementor-widget elementor-widget-html\" data-id=\"6a54d0c22e93c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><h4 style=\"text-align:left;color:#1A2434;font-size:19px;font-weight:800;margin:0 0 6px 0\">Four data decisions that decide the result<\/h4><p style=\"text-align:left;color:#555555;font-size:13px;margin:0 0 16px 0\">Get these wrong and the framework choice above does not matter.<\/p><table style=\"width:100%;border-collapse:separate;border-spacing:10px\"><tr><td style=\"width:25%;background:#FFFFFF;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:12px;margin-bottom:5px\">Lookback<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">ABC and VED can run on 12 months of data. Demand-pattern classification needs 24 to 36 months for a stable ADI.<\/div><\/td><td style=\"width:25%;background:#FFFFFF;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:12px;margin-bottom:5px\">Zero-Demand<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Including or excluding zero-demand periods changes the ADI and CV\u00b2 calculation. Fix the rule once, apply it to every SKU.<\/div><\/td><td style=\"width:25%;background:#FFFFFF;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:12px;margin-bottom:5px\">Seasonality<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Decide whether to adjust for seasonality before classifying, or let it register as inherent variability. Either can shift the quadrant.<\/div><\/td><td style=\"width:25%;background:#FFFFFF;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:12px;margin-bottom:5px\">New Item<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">An item with no consumption history cannot be classified on demand at all. Use BOM linkage or criticality as a surrogate tier.<\/div><\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21e5a8 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21e5a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22dd38 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22dd38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Lookback window and zero-demand handling get skipped most often, usually because the same 12-month window and zero-inclusion rule that work fine for ABC get copy-pasted into a demand-pattern exercise unchecked.<\/p>\n<p>A 12-month window against an item with an ADI near 4 only captures two or three demand events, not enough to distinguish a genuinely intermittent part from one that simply had a quiet year.<\/p>\n<p>A part with a strong seasonal spike, deseasonalized incorrectly, can present as lumpy when it is actually smooth-but-seasonal. The two call for completely different stocking responses.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21a898 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21a898\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22ce5f elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22ce5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"static-vs-dynamic-classification-when-and-how-to-reclassify\">Static vs Dynamic Classification: When and How to Reclassify<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c211008 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c211008\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2210fa elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2210fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>A classification exercise run once and filed away is already going stale by the time anyone reviews it. Reclassification needs both triggers that say when to re-run the calculation and guardrails that stop the calculation from producing noise instead of signal.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c212e60 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c212e60\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c224ef2 elementor-widget elementor-widget-html\" data-id=\"6a54d0c224ef2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif;background:#1A2434;border-radius:6px;overflow:hidden\"><details open><summary style=\"cursor:pointer;padding:16px 20px;color:#fff;font-weight:700;font-size:15px\">Reclassification triggers<\/summary><div style=\"padding:0 20px 16px 20px;color:#C2CEE0;font-size:13px;line-height:1.55\">A demand pattern shift, a bill-of-materials change, or a plant relocation are the three most common triggers for moving an item into a new tier. A demand pattern shift means the item's ADI or CV\u00b2 has crossed a threshold in recent data, not just one unusual month. A BOM change means the part has been added to or removed from an asset's parts list, changing its criticality inheritance immediately. A plant relocation moves the part's demand context entirely, and its old classification should not travel with it automatically.<\/div><\/details><details><summary style=\"cursor:pointer;padding:16px 20px;color:#fff;font-weight:700;font-size:15px\">Reclassification churn<\/summary><div style=\"padding:0 20px 16px 20px;color:#C2CEE0;font-size:13px;line-height:1.55\">Items sitting near a threshold oscillate between tiers purely from ordinary noise, not from any real change in behavior. Treat this as a named failure mode in the classification logic itself, not as a data quality issue to chase. Churn is most visible in monthly reclassification runs on borderline items, where a single unusually large or unusually quiet month is enough to flip a tier that flips back the following month.<\/div><\/details><details><summary style=\"cursor:pointer;padding:16px 20px;color:#fff;font-weight:700;font-size:15px\">Hysteresis as the fix<\/summary><div style=\"padding:0 20px 16px 20px;color:#C2CEE0;font-size:13px;line-height:1.55\">A buffer zone around each threshold, requiring an item to clear the boundary by a defined margin before it reclassifies, stops threshold noise from generating false reclassification events. An item does not move from B to A the first time it crosses the A\/B line, it has to sit clearly past that line for a defined number of consecutive review periods.<\/div><\/details><details><summary style=\"cursor:pointer;padding:16px 20px;color:#fff;font-weight:700;font-size:15px\">Aggregation-level mismatch<\/summary><div style=\"padding:0 20px 16px 20px;color:#C2CEE0;font-size:13px;line-height:1.55\">Classifying at the global SKU level can mask a part that behaves smoothly at one plant and erratically once every plant's demand is aggregated into a single series. Classify at the level where the stocking decision actually gets made, which for most multi-site organisations means SKU-per-location rather than SKU alone.<\/div><\/details><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21532a e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21532a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c227f36 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c227f36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>That covers when and why to reclassify. What follows is a compact look at five more classification lenses worth knowing, before returning to industry context and ERP mechanics.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216679 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216679\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22529c elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22529c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"five-more-classification-lenses-worth-knowing\">Five More Classification Lenses Worth Knowing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21ed5e e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21ed5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22d20a elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22d20a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Value, criticality, movement, predictability, and demand shape are not the only lenses in play. Five more show up regularly in practice, and each answers a question none of the frameworks above can.<\/p>\n<p>None of them gets the depth treatment this article gives demand-pattern classification, that depth belongs to the framework most content skips, but each is worth recognising by name so you reach for the right one instead of forcing the wrong tier to answer a question it was never built for.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21b1b3 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21b1b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22d085 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22d085\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"functional-classification-why-the-stock-exists\">Functional Classification: Why the Stock Exists<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c218c71 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c218c71\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22143b elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22143b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>This lens asks why a given unit of on-hand stock exists, independent of what it is or how it behaves. Every quantity sitting in a storeroom is there for a specific operational reason, and that reason has a name.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213b86 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c213b86\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6a54d0c22bccf e-con-full e-flex e-con e-child\" data-id=\"6a54d0c22bccf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c23feb9 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c23feb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-arrow-repeat\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCycle Stock: consumed between two scheduled replenishments. Example: bearings reordered every cycle to cover routine consumption.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c24813f e-con-full e-flex e-con e-child\" data-id=\"6a54d0c24813f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2552cc elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c2552cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-shield-fill-check\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSafety Stock: a buffer against demand spikes or supplier delays. Example: extra seals held because supplier lead time varies by weeks.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c26e0d6 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c26e0d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c27bd81 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c27bd81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-clock-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAnticipation Stock: built ahead of a known future event. Example: gaskets stockpiled ahead of a planned turnaround.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c288e97 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c288e97\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c294e70 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c294e70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-truck-front-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPipeline Stock: in transit, not yet available. Example: a gearbox shipped from an overseas OEM but still weeks from arrival.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2a501a e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2a501a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2b605c elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c2b605c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-sliders\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDecoupling Stock: held between production stages so one does not force-stop another. Example: a buffer of machined shafts between two steps.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2c213e e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2c213e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2d1698 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c2d1698\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-graph-up-arrow\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSpeculative Stock: bought ahead of need to hedge against price increases. Example: copper wiring purchased ahead of an anticipated price spike.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2124b6 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2124b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2274d9 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2274d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Sizing these categories relies on a small set of standard formulas. In each, d is average demand per period, L is average lead time, sigma-d is the standard deviation of demand, sigma-L is the standard deviation of lead time, Z is the service-level factor, and Q is the order quantity.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2134d2 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2134d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c221c56 elementor-widget elementor-widget-html\" data-id=\"6a54d0c221c56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><div style=\"background:#024089;color:#fff;border-radius:8px;padding:14px 20px;margin-bottom:10px\"><div style=\"font-size:11px;letter-spacing:1.5px;text-transform:uppercase;color:#FDA300;margin-bottom:6px;font-weight:700\">REORDER POINT<\/div><div style=\"font-size:16px;font-weight:700;margin-bottom:4px\">ROP = (d &times; L) + Safety Stock<\/div><div style=\"font-size:13px;color:#C2CEE0\">Order the moment stock hits this number, so the replacement arrives right as the safety stock buffer alone would otherwise run out.<\/div><\/div><div style=\"background:#004DA9;color:#fff;border-radius:8px;padding:14px 20px;margin-bottom:10px\"><div style=\"font-size:11px;letter-spacing:1.5px;text-transform:uppercase;color:#FDA300;margin-bottom:6px;font-weight:700\">SAFETY STOCK (NORMAL APPROXIMATION)<\/div><div style=\"font-size:16px;font-weight:700;margin-bottom:4px\">SS = Z &times; &radic;(L&times;&sigma;d&sup2; + d&sup2;&times;&sigma;L&sup2;)<\/div><div style=\"font-size:13px;color:#E1E3E7\">A seal with average weekly demand of 40 units and a demand deviation of 9 needs roughly 15 units of safety stock at a 95% service level (Z &asymp; 1.65). Pushing to 99% (Z &asymp; 2.33) nearly doubles the buffer for the same variability. Source: ASCM.<\/div><\/div><div style=\"background:#0E4D8C;color:#fff;border-radius:8px;padding:14px 20px;margin-bottom:10px\"><div style=\"font-size:11px;letter-spacing:1.5px;text-transform:uppercase;color:#FDA300;margin-bottom:6px;font-weight:700\">AVERAGE CYCLE STOCK<\/div><div style=\"font-size:16px;font-weight:700;margin-bottom:4px\">Cycle stock &asymp; Q &divide; 2<\/div><div style=\"font-size:13px;color:#C2CEE0\">Ordering 800 units at a time leaves roughly 400 units sitting in cycle stock on average between deliveries.<\/div><\/div><div style=\"background:#0F1626;color:#fff;border-radius:8px;padding:14px 20px\"><div style=\"font-size:11px;letter-spacing:1.5px;text-transform:uppercase;color:#FDA300;margin-bottom:6px;font-weight:700\">PIPELINE STOCK (LITTLE'S LAW)<\/div><div style=\"font-size:16px;font-weight:700;margin-bottom:4px\">Pipeline stock = d &times; L<\/div><div style=\"font-size:13px;color:#C2CEE0\">A gearbox with a 6-week (1.5-month) lead time against average demand of 2 units a month implies roughly 3 units in transit at any time. Source: AllAboutLean.<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21381f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21381f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c227670 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c227670\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Here is what that jump from 95% to 99% actually looks like in practice.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21658f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21658f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22e34b elementor-widget elementor-widget-html\" data-id=\"6a54d0c22e34b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:20px 24px\"><table style=\"width:100%;border-collapse:collapse\"><tr><td style=\"width:150px;font-size:13px;color:#1A2434;font-weight:700;padding:6px 8px 6px 0\">95% service level<\/td><td style=\"padding:6px 0\"><table style=\"width:100%;background:#E1E3E7;border-collapse:collapse\"><tr><td style=\"width:52%;background:#004DA9;height:20px;font-size:1px;line-height:20px\">&nbsp;<\/td><td style=\"background:transparent\">&nbsp;<\/td><\/tr><\/table><\/td><td style=\"width:70px;text-align:right;font-size:12px;color:#1A2434;font-weight:700;padding:6px 0 6px 8px\">15 units<\/td><\/tr><tr><td style=\"width:150px;font-size:13px;color:#1A2434;font-weight:700;padding:6px 8px 6px 0\">99% service level<\/td><td style=\"padding:6px 0\"><table style=\"width:100%;background:#E1E3E7;border-collapse:collapse\"><tr><td style=\"width:100%;background:#024089;height:20px;font-size:1px;line-height:20px\">&nbsp;<\/td><\/tr><\/table><\/td><td style=\"width:70px;text-align:right;font-size:12px;color:#FDA300;font-weight:800;padding:6px 0 6px 8px\">29 units<\/td><\/tr><\/table><div style=\"font-size:11px;color:#8a93a0;margin-top:10px\">Illustrative example, seal with average weekly demand of 40 units and a demand deviation of 9<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2123b1 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2123b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c225cc4 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c225cc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"ownership-and-custody-who-owns-it-who-reorders-it\">Ownership and Custody: Who Owns It, Who Reorders It<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21cf78 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21cf78\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22a399 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22a399\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Two identical parts on the same shelf can belong to entirely different balance sheets, and to different job descriptions. This lens determines who carries the asset, who carries the risk, and who reorders it.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21dbbe e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21dbbe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c224cb1 elementor-widget elementor-widget-html\" data-id=\"6a54d0c224cb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><table style=\"width:100%;border-collapse:collapse;font-size:14px\"><tr style=\"background:#024089;color:#fff\"><th style=\"padding:10px 12px;text-align:left\">Model<\/th><th style=\"padding:10px 12px;text-align:left\">Balance Sheet<\/th><th style=\"padding:10px 12px;text-align:left\">Reorder Duty<\/th><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Company-owned<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Full exposure on buyer's books<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Buyer's planning team<\/td><\/tr><tr><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Consignment<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Asset stays on supplier's books until consumed<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Buyer triggers use, supplier replenishes<\/td><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>VMI<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Ownership terms vary by agreement<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Supplier decides replenishment timing<\/td><\/tr><tr><td style=\"padding:10px 12px\"><strong>Pooled \/ shared<\/strong><\/td><td style=\"padding:10px 12px\">Shared or allocated across sites<\/td><td style=\"padding:10px 12px\">Shared governance across pool members<\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2111c4 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2111c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22fce4 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22fce4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Vendor-managed inventory and consignment get confused constantly, and the distinction has real commercial consequences. VMI is about who decides replenishment timing and quantity. Consignment is about who owns the stock until it is used, a distinction the <a href=\"https:\/\/www.cips.org\/intelligence-hub\/operations-management\/vendor-managed-inventory\" rel=\"nofollow noopener\" target=\"_blank\">Chartered Institute of Procurement and Supply lays out clearly<\/a>.<\/p>\n<p>You can have VMI without consignment, consignment without VMI, or both together in the same agreement, and treating them as synonyms leads to negotiating the wrong terms.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c215713 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c215713\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c222fdd elementor-widget elementor-widget-heading\" data-id=\"6a54d0c222fdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"physical-and-handling-characteristics\">Physical and Handling Characteristics<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c217c33 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c217c33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22b670 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22b670\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>This lens is supporting context rather than a strategic pillar, but it drives real decisions around storage design and safety compliance.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c217dac e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c217dac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c225ee3 elementor-widget elementor-widget-html\" data-id=\"6a54d0c225ee3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%;border-collapse:separate;border-spacing:8px;font-family:Arial,sans-serif\"><tr><td style=\"width:33%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Perishable \/ Shelf-Life<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Requires rotation and expiry tracking, e.g. adhesives and sealants with a defined shelf life.<\/div><\/td><td style=\"width:33%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Hazardous<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Requires regulated storage and disposal, e.g. solvents and compressed gas cylinders needing MSDS documentation.<\/div><\/td><td style=\"width:33%;background:#F7F8FA;border:1px solid #EBEBEB;border-radius:6px;padding:14px;text-align:left;vertical-align:top\"><div style=\"font-weight:800;color:#1A2434;font-size:13px;margin-bottom:4px\">Oversized \/ Serialized<\/div><div style=\"font-size:11px;color:#555555;line-height:1.4\">Needs dedicated storage and unit-level traceability, e.g. a generator tracked by individual serial number.<\/div><\/td><\/tr><\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216cd9 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216cd9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22bea8 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22bea8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"obsolescence-and-utilization-status\">Obsolescence and Utilization Status<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21bce7 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21bce7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c225f76 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c225f76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Active, excess, surplus, and obsolete inventory get used interchangeably, and they are not the same thing. The difference determines whether a write-down is optional or mandatory.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c210e70 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c210e70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c220ef6 elementor-widget elementor-widget-html\" data-id=\"6a54d0c220ef6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><table style=\"width:100%;border-collapse:collapse;font-size:14px\"><tr style=\"background:#024089;color:#fff\"><th style=\"padding:10px 12px;text-align:left\">Status<\/th><th style=\"padding:10px 12px;text-align:left\">Definition<\/th><th style=\"padding:10px 12px;text-align:left\">Example<\/th><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Active<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Consumed at a normal, forecastable rate<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">A bearing installed and running in a pump still in service<\/td><\/tr><tr><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Excess<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Exceeds projected demand but still has a demand path<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">A safety stock buffer grown larger than current usage justifies<\/td><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Surplus<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">A subset of excess, typically from over-ordering<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Duplicate safety stock of the same seal under two part numbers<\/td><\/tr><tr><td style=\"padding:10px 12px\"><strong>Obsolete \/ Dead<\/strong><\/td><td style=\"padding:10px 12px\">No remaining demand path at standard value<\/td><td style=\"padding:10px 12px\">A control card for a decommissioned asset, with no remaining use<\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21f74a e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21f74a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c220c31 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c220c31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p><strong>25 to 40% of MRO inventory at asset-heavy industrial sites is typically excess, obsolete, or duplicated.<\/strong> Catching a part while still excess, before it drifts into obsolete, is the difference between recovering some value and writing it off entirely.<\/p>\n<p>Linking every part to the assets it serves via <a href=\"https:\/\/www.verdantis.com\/bom-management\/\">asset BOM management<\/a> is often the clearest signal a part has lost its demand path, which is the mechanism behind systematic <a href=\"https:\/\/www.verdantis.com\/parts-obsolescence-management\/\">obsolescence detection<\/a> rather than an annual audit.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c210f21 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c210f21\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c222dbc elementor-widget elementor-widget-heading\" data-id=\"6a54d0c222dbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"strategic-sourcing-risk-the-kraljic-matrix\">Strategic Sourcing Risk: The Kraljic Matrix<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c2159f0 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c2159f0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22d77a elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22d77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Originally built for procurement category strategy, the Kraljic matrix classifies items on two axes, supply risk and operational impact, entirely independent of consumption value or failure consequence. <a href=\"https:\/\/www.cips.org\/intelligence-hub\/supplier-relationship-management\/kraljic-matrix\" rel=\"nofollow noopener\" target=\"_blank\">CIPS maintains a detailed practitioner guide<\/a> to scoring both axes from supplier count, substitute availability, lead time exposure, spend, and output impact.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21efc0 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21efc0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22a8b1 elementor-widget elementor-widget-html\" data-id=\"6a54d0c22a8b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%;border-collapse:separate;border-spacing:8px;font-family:Arial,sans-serif\"><tr><td style=\"width:50%;background:#004DA9;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Leverage<\/div><div style=\"font-size:13px;color:#E1E3E7\">Low risk, high impact. Example: bulk lubricants purchased from many qualified suppliers at meaningful spend.<\/div><\/td><td style=\"width:50%;background:#0F1626;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Strategic<\/div><div style=\"font-size:13px;color:#E1E3E7\">High risk, high impact. Example: a custom-engineered, sole-sourced turbine rotor.<\/div><\/td><\/tr><tr><td style=\"width:50%;background:#0E4D8C;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Non-Critical<\/div><div style=\"font-size:13px;color:#E1E3E7\">Low risk, low impact. Example: standard fasteners available from dozens of distributors at low spend.<\/div><\/td><td style=\"width:50%;background:#024089;color:#fff;border-radius:6px;padding:16px;vertical-align:top\"><div style=\"font-weight:800;margin-bottom:6px\">Bottleneck<\/div><div style=\"font-size:13px;color:#E1E3E7\">High risk, low impact. Example: a specialty sensor available from a single overseas supplier, at low spend.<\/div><\/td><\/tr><\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213171 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c213171\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2221d4 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2221d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Kraljic classifies supply risk. ABC classifies consumption value. Neither classifies failure impact on its own, which is why a part can be cheap and easy to source and still be mission-critical if its failure stops a production line.<\/p>\n<p>Confusing these questions is how a genuinely critical spare ends up under-stocked. <a href=\"https:\/\/www.verdantis.com\/critical-spares-management\/\">Failure-impact prioritization for critical spares<\/a> is a separate, complementary lens to sourcing risk, not a substitute for it.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21c569 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c569\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22c236 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c22c236\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"context-changes-which-dimension-should-dominate\">Context Changes Which Dimension Should Dominate<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21005c e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21005c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2277b3 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2277b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>The right classification dimension depends on which industry, and which decision, is sitting on the other end of it. There is no universally correct weighting between value, criticality, movement, and demand shape.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216c0a e-con-full e-flex e-con e-child\" data-id=\"6a54d0c216c0a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6a54d0c22ee29 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c22ee29\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c239ab9 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c239ab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-shield-exclamation\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tHigh-consequence industries (oil and gas, aviation, utilities, mining) weight criticality and lead-time risk above turnover.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c249cb0 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c249cb0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c25222d elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c25222d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-graph-up-arrow\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tHigh-velocity, high-turnover contexts weight turnover and value, since carrying cost compounds faster than stockout risk.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c26a3cd e-con-full e-flex e-con e-child\" data-id=\"6a54d0c26a3cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c273775 elementor-view-stacked elementor-widget__width-inherit elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a54d0c273775\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi-globe2\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSKU-per-location, not SKU alone: the same part can be non-critical at one plant and mission-critical at another.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21ea25 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c21ea25\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c220823 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c220823\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The same part number is not the same risk everywhere<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2393a0 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2393a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p><strong>A bearing that is routine and easily substituted at one plant can be a single point of failure at another<\/strong>, simply because of which asset it supports. Classifying a part number once, at the enterprise level, is one of the least visible ways multi-site programs get individual sites wrong.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c211923 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c211923\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c226676 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c226676\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"where-classification-actually-lives-in-your-erp\">Where Classification Actually Lives in Your ERP<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21f1b7 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21f1b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22225d elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22225d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Most classification tiers never make it past a spreadsheet, even when the ERP has a field built for exactly this purpose, because the field, the ownership, and the update trigger were never connected.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21c6b9 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21c6b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22ccf8 elementor-widget elementor-widget-html\" data-id=\"6a54d0c22ccf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%;border-collapse:separate;border-spacing:8px;font-family:Arial,sans-serif\"><tr><td style=\"width:33%;background:#1A2434;border-radius:6px;padding:0;vertical-align:top\"><details open><summary style=\"cursor:pointer;padding:16px 18px;color:#fff;font-weight:700;font-size:13px\">Material master ABC indicator<\/summary><div style=\"padding:0 18px 16px 18px;color:#C2CEE0;font-size:12px;line-height:1.5\">The native field most planners default to, typically on the material master's plant data view. Handles value-based tiers well but has no native concept of criticality, so it cannot carry a composite score alone.<\/div><\/details><\/td><td style=\"width:33%;background:#1A2434;border-radius:6px;padding:0;vertical-align:top\"><details><summary style=\"cursor:pointer;padding:16px 18px;color:#fff;font-weight:700;font-size:13px\">Custom Z-field<\/summary><div style=\"padding:0 18px 16px 18px;color:#C2CEE0;font-size:12px;line-height:1.5\">A common workaround when the native indicator cannot hold a composite score. Flexible to configure, but invisible to anyone who does not already know the Z-field exists.<\/div><\/details><\/td><td style=\"width:33%;background:#1A2434;border-radius:6px;padding:0;vertical-align:top\"><details><summary style=\"cursor:pointer;padding:16px 18px;color:#fff;font-weight:700;font-size:13px\">PM-side criticality indicator<\/summary><div style=\"padding:0 18px 16px 18px;color:#C2CEE0;font-size:12px;line-height:1.5\">Criticality belongs on the equipment or functional location, then inherits down to every part on that asset's bill of materials, rather than being assigned directly and inconsistently at the part level.<\/div><\/details><\/td><\/tr><\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c216d01 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c216d01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2228fc elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2228fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Criticality inheritance runs through the equipment&#39;s <a href=\"https:\/\/www.verdantis.com\/bom-management\/\">bill of materials<\/a>, which is why assigning criticality directly to a part instead of the asset produces inconsistent tiers across identical parts.<\/p>\n<p>The second gap is procedural, not technical: whether a tier shift from C to A automatically triggers an MRP type or reorder policy change, or sits unnoticed until a planner intervenes manually. The second scenario is far more common, and it is the single biggest reason classification programs quietly stop producing value after the first year.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c219df1 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c219df1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22f00d elementor-widget elementor-widget-html\" data-id=\"6a54d0c22f00d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><table style=\"width:100%;border-collapse:collapse;font-size:14px\"><tr style=\"background:#024089;color:#fff\"><th style=\"padding:10px 12px;text-align:left\">Approach<\/th><th style=\"padding:10px 12px;text-align:left\">How It Runs<\/th><th style=\"padding:10px 12px;text-align:left\">Operational Implication<\/th><\/tr><tr style=\"background:#F7F8FA\"><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\"><strong>Stored \/ periodic<\/strong><\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Recalculated on a schedule and written to a field.<\/td><td style=\"padding:10px 12px;border-bottom:1px solid #EBEBEB\">Predictable and auditable, but can lag a real demand shift by weeks.<\/td><\/tr><tr><td style=\"padding:10px 12px\"><strong>Live-query<\/strong><\/td><td style=\"padding:10px 12px\">Calculated on demand when a report or MRP run needs it.<\/td><td style=\"padding:10px 12px\">Always current, but harder to audit and more expensive at scale.<\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c211403 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c211403\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c224369 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c224369\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"from-classification-to-decision-where-most-content-stops-short\">From Classification to Decision: Where Most Content Stops Short<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21b1fd e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21b1fd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c221054 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c221054\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Classification is an input, not a deliverable. A tier that does not change what a planner actually does next is not doing any real work, no matter how carefully it was calculated.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21d66f e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21d66f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c229a17 elementor-widget elementor-widget-html\" data-id=\"6a54d0c229a17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"font-family:Arial,sans-serif\"><table style=\"width:100%;border-collapse:collapse;font-size:13px\"><tr style=\"background:#024089;color:#fff\"><th style=\"padding:10px;text-align:left\">Tier<\/th><th style=\"padding:10px;text-align:left\">Review Frequency<\/th><th style=\"padding:10px;text-align:left\">Safety Stock Method<\/th><th style=\"padding:10px;text-align:left\">Reorder Policy<\/th><th style=\"padding:10px;text-align:left\">Vendor Management<\/th><\/tr><tr><td style=\"padding:10px;background:#0E4D8C;color:#fff;font-weight:700\">A \/ High<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Monthly<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Service-level driven, demand-pattern aware<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Continuous review<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Named backup supplier, expedite terms pre-negotiated<\/td><\/tr><tr><td style=\"padding:10px;background:#8a93a0;color:#fff;font-weight:700\">B \/ Medium<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Quarterly<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Fixed buffer with periodic adjustment<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Periodic review<\/td><td style=\"padding:10px;border-bottom:1px solid #EBEBEB\">Standard supplier terms, reviewed at renewal<\/td><\/tr><tr><td style=\"padding:10px;background:#C2CEE0;color:#1A2434;font-weight:700\">C \/ Low<\/td><td style=\"padding:10px\">Annually<\/td><td style=\"padding:10px\">Minimal or none<\/td><td style=\"padding:10px\">Reactive \/ on-demand<\/td><td style=\"padding:10px\">No dedicated management, ordered as needed<\/td><\/tr><\/table><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c211d64 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c211d64\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c22025c elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c22025c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><p>Use this as the closing test for any classification program: if two tiers do not produce two different answers on review frequency, safety stock method, or reorder logic, the classification is not doing real work.<\/p>\n<p>This tier-to-lever mapping is exactly the layer covered in Verdantis&#39;s guide to <a href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">MRO inventory management and stocking policy<\/a>, for readers whose next step is building the policy side.<\/p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c213447 e-flex e-con-boxed e-con e-parent\" data-id=\"6a54d0c213447\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;tilt&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c26e255 elementor-widget elementor-widget-heading\" data-id=\"6a54d0c26e255\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"frequently-asked-questions\">Frequently Asked Questions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c273ab3 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c273ab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c281557 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c281557\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c29b65d elementor-widget elementor-widget-n-accordion\" data-id=\"6a54d0c29b65d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1870\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1870\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is the difference between inventory type and inventory class? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1870\" class=\"elementor-element elementor-element-6a54d0c2a792c e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2a792c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2b11e4 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2b11e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Type describes what an item physically is, like raw material or MRO spares, and it is fixed. Class is a data-derived behavioral tier, like an ABC rank, that can change even though the item&#39;s type never does.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1871\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1871\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Do I need to run every classification framework on every item? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1871\" class=\"elementor-element elementor-element-6a54d0c2cd4d0 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2cd4d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2d11b1 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2d11b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>No. Pick the framework, or combination, that matches the risk you are managing: ABC for capital exposure, VED for stockout consequence, FSN for movement, XYZ for basic predictability, and Syntetos-Boylan for demand shape.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1872\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1872\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is Syntetos-Boylan classification different from ABC or XYZ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1872\" class=\"elementor-element elementor-element-6a54d0c2ee1bc e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2ee1bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2f36b6 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2f36b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>ABC classifies by value and XYZ by a general variability measure. Syntetos-Boylan classifies specifically by the shape of demand over time, using ADI and CV&sup2;, a distinction most other frameworks do not attempt.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1873\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1873\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What are the standard ADI and CV\u00b2 cutoff values? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1873\" class=\"elementor-element elementor-element-6a54d0c2104387 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2104387\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c211f933 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c211f933\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Syntetos, Boylan, and Croston (2005) established cutoffs of ADI = 1.32 and CV&sup2; = 0.49, and these remain the values most widely cited in current forecasting research.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1874\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1874\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How much demand history do I need for demand-pattern classification? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1874\" class=\"elementor-element elementor-element-6a54d0c2121210 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2121210\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c213182f elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c213182f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Plan for 24 to 36 months. Intermittent items need enough non-zero demand cycles to produce a stable ADI and CV&sup2; calculation, and a 12-month window is usually too short.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1875\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1875\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Should I classify at the SKU level or the SKU-per-location level? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1875\" class=\"elementor-element elementor-element-6a54d0c214112b e-con-full e-flex e-con e-child\" data-id=\"6a54d0c214112b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21548de elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c21548de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>SKU-per-location, wherever the stocking decision actually gets made. A global SKU classification can hide a part that behaves smoothly at one plant and erratically once the network is aggregated.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1876\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1876\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What causes reclassification churn, and how do I stop it? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1876\" class=\"elementor-element elementor-element-6a54d0c216296e e-con-full e-flex e-con e-child\" data-id=\"6a54d0c216296e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21706af elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c21706af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Items sitting near a threshold oscillate between tiers from ordinary noise, not real behavior change. A hysteresis buffer around each threshold prevents these false reclassification events.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1877\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1877\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Where should criticality live in an ERP, on the part or the equipment? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1877\" class=\"elementor-element elementor-element-6a54d0c218c929 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c218c929\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c219231f elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c219231f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>On the equipment or functional location. Criticality should inherit down to every part on that asset&#39;s bill of materials, rather than being assigned directly and inconsistently at the part level.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1878\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"9\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1878\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Does a tier change automatically update the reorder policy in most ERPs? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1878\" class=\"elementor-element elementor-element-6a54d0c21afb0f e-con-full e-flex e-con e-child\" data-id=\"6a54d0c21afb0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21b682b elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c21b682b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Rarely, by default. Most systems require a planner to manually update the MRP type or reorder policy after a tier shift, a common and often unnoticed implementation gap.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1879\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"10\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1879\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How do I classify a brand-new item with no consumption history? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1879\" class=\"elementor-element elementor-element-6a54d0c21c7e83 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c21c7e83\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21d26f3 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c21d26f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Use a surrogate classification based on BOM linkage or equipment criticality until enough real consumption data accumulates to support a genuine demand-based tier.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18710\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"11\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18710\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is the difference between Croston's method and the Syntetos-Boylan Approximation? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18710\" class=\"elementor-element elementor-element-6a54d0c21e2105 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c21e2105\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c21fc3aa elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c21fc3aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Croston&#39;s method forecasts intermittent demand by updating only on non-zero periods. SBA applies a bias correction to Croston&#39;s original formula, which is known to systematically overstate demand.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18711\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"12\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18711\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How often should inventory classification be reviewed? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18711\" class=\"elementor-element elementor-element-6a54d0c22077a1 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c22077a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c221a681 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c221a681\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Tie review frequency to the tier itself. High-criticality or high-value tiers warrant more frequent review, and any BOM change or plant relocation should trigger an off-cycle review regardless of schedule.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18712\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"13\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18712\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is decoupling stock, and how is it different from safety stock? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18712\" class=\"elementor-element elementor-element-6a54d0c2221551 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2221551\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c223bed8 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c223bed8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Decoupling stock sits between two production stages so a short upstream stoppage does not halt downstream work. Safety stock buffers against demand or lead-time variability from an external supplier.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18713\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"14\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18713\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is vendor-managed inventory the same as consignment inventory? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18713\" class=\"elementor-element elementor-element-6a54d0c2242e5d e-con-full e-flex e-con e-child\" data-id=\"6a54d0c2242e5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2258404 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c2258404\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>No. VMI describes who controls replenishment timing and quantity. Consignment describes who owns the stock until it is used. The two can exist independently or together in the same agreement.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18714\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"15\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18714\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What's the difference between excess, surplus, and obsolete inventory? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18714\" class=\"elementor-element elementor-element-6a54d0c226e3b2 e-con-full e-flex e-con e-child\" data-id=\"6a54d0c226e3b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c227ce4b elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c227ce4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Excess inventory still has a demand path, just more than currently needed. Surplus is a subset of excess, typically from over-ordering. Obsolete inventory has no remaining demand path.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-18715\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"16\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-18715\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is the Kraljic matrix different from a criticality assessment? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-18715\" class=\"elementor-element elementor-element-6a54d0c22885ef e-con-full e-flex e-con e-child\" data-id=\"6a54d0c22885ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c229c8b2 elementor-widget elementor-widget-text-editor\" data-id=\"6a54d0c229c8b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><p>Kraljic measures supply risk and sourcing exposure. Criticality measures the operational impact if a part fails. A part can score low on one and high on the other.<\/p><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a54d0c21ca06 e-con-full e-flex e-con e-parent\" data-id=\"6a54d0c21ca06\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54d0c2220c2 elementor-widget elementor-widget-html\" data-id=\"6a54d0c2220c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"background:#1A2434;border-radius:8px;padding:28px 30px;text-align:left;font-family:Arial,sans-serif\"><h4 style=\"color:#fff;margin:0 0 10px 0;font-size:21px;font-weight:800\">See these classification models in action<\/h4><p style=\"color:#C2CEE0;margin:0 0 18px 0;font-size:14px;line-height:1.5\">Read how Fortune 500 and Global 2000 manufacturers apply criticality and demand-pattern classification across real MRO and MDM programs.<\/p><a href=\"https:\/\/www.verdantis.com\/case-studies\/\" style=\"display:inline-block;background:#FA841A;color:#1A2434;font-weight:800;padding:12px 26px;border-radius:4px;text-decoration:none;font-size:14px\">Read the case studies<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>ABC, VED, FSN, and XYZ all answer different questions. This guide covers how to choose between them, when to combine them, the demand-pattern gap most content leaves out, and five more lenses worth knowing by name.<\/p>","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-45487","post","type-post","status-publish","format-standard","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/posts\/45487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/comments?post=45487"}],"version-history":[{"count":5,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/posts\/45487\/revisions"}],"predecessor-version":[{"id":45994,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/posts\/45487\/revisions\/45994"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/media?parent=45487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/categories?post=45487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/ar\/wp-json\/wp\/v2\/tags?post=45487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}