{"id":37942,"date":"2025-09-25T20:23:17","date_gmt":"2025-09-25T14:53:17","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=37942"},"modified":"2026-08-28T19:32:08","modified_gmt":"2026-08-28T14:02:08","slug":"clasificacion-de-las-piezas-de-recambio","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/es\/spare-parts-classification\/","title":{"rendered":"Gu\u00eda de clasificaci\u00f3n de piezas de recambio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"37942\" class=\"elementor elementor-37942\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b21b074 e-flex e-con-boxed e-con e-parent\" data-id=\"b21b074\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60512c2 elementor-widget elementor-widget-html\" data-id=\"60512c2\" 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<!-- ============================================================ -->\r\n<!-- SECTION 1 \/ 20 : INTRO (breadcrumb, eyebrow, and H1 removed - already rendered by the page template) -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-hero\" style=\"max-width:900px;margin:0 auto 25px;padding:0 24px;\">\r\n  <style>\r\n    .spf-hero *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-hero p{font-size:15.5px;color:#42506a;line-height:1.72;margin:0 0 14px;}\r\n    .spf-hero-meta{display:flex;flex-wrap:wrap;gap:10px;margin:18px 0 0;}\r\n    .spf-hero-chip{background:#EFF1F5;color:#0E4D8C;font-size:12.5px;font-weight:700;padding:6px 14px;border-radius:16px;}\r\n  <\/style>\r\n  <p>In asset-intensive industries, spare parts represent more than mere inventory, they are critical enablers of operational continuity, safety, and cost efficiency.<\/p>\r\n  <p>Poor classification of spare parts drives millions in hidden costs through excess inventory, misprocurement, and costly equipment downtime.<\/p>\r\n  <p>This forms the foundation for predictive maintenance, procurement optimization, and effective MRO inventory management.<\/p>\r\n  <div class=\"spf-hero-meta\">\r\n    <span class=\"spf-hero-chip\">7 classification dimensions<\/span>\r\n    <span class=\"spf-hero-chip\">5 external research citations<\/span>\r\n    <span class=\"spf-hero-chip\">Oil &amp; Gas + Mining examples<\/span>\r\n  <\/div>\r\n<\/div>\r\n\r\n<!-- ============================================================ -->\r\n<!-- SECTION 2 \/ 20 : CATEGORIES FOR CLASSIFYING SPARE PARTS (OVERVIEW) -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-overview\" style=\"max-width:1000px;margin:0 auto 44px;padding:36px 32px;background:#F7F7F7;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-overview *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-overview h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-overview p{font-size:15px;color:#333;line-height:1.7;margin:0 0 20px;max-width:720px;}\r\n    .spf-ov-grid{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;}\r\n    .spf-ov-card{background:#fff;border:1px solid #EBEBEB;border-radius:10px;padding:14px;box-shadow:0 1px 3px rgba(16,24,40,0.05);}\r\n    .spf-ov-icon{width:38px;height:38px;border-radius:9px;background:#E6F0FA;color:#0E4D8C;font-size:18px;display:flex;align-items:center;justify-content:center;margin-bottom:8px;}\r\n    .spf-ov-title{color:#0E4D8C;font-size:13px;font-weight:700;margin:0 0 4px;}\r\n    .spf-ov-desc{font-size:11.5px;color:#555;line-height:1.4;margin:0;}\r\n    @media (max-width:800px){.spf-ov-grid{grid-template-columns:repeat(2,1fr);}}\r\n  <\/style>\r\n  <h2 id=\"categories-for-classifying-spare-parts\">Categories for Classifying Spare Parts<\/h2>\r\n  <p>The classification can be done based on multiple dimensions to streamline inventory management, maintenance planning, and procurement decisions. Effective classification ensures that parts are correctly prioritized, stocked, and managed according to their operational importance. The main categories used in practice include:<\/p>\r\n  <div class=\"spf-ov-grid\">\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#128295;<\/div><div class=\"spf-ov-title\">Usage &amp; Interchangeability<\/div><p class=\"spf-ov-desc\">Consumable, rotable, or service<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#128176;<\/div><div class=\"spf-ov-title\">Cost &amp; Consumption<\/div><p class=\"spf-ov-desc\">ABC, HML, SDE, SOS, VED, XYZ<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#128666;<\/div><div class=\"spf-ov-title\">Source<\/div><p class=\"spf-ov-desc\">OEM, aftermarket, remanufactured, used<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#9888;<\/div><div class=\"spf-ov-title\">Criticality<\/div><p class=\"spf-ov-desc\">Vital, essential, desirable<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#128202;<\/div><div class=\"spf-ov-title\">Demand Pattern<\/div><p class=\"spf-ov-desc\">Fast, slow, non-moving, dead stock<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#127959;<\/div><div class=\"spf-ov-title\">Function \/ Category<\/div><p class=\"spf-ov-desc\">Mechanical, electrical, instrumentation<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#127981;<\/div><div class=\"spf-ov-title\">Storage Requirements<\/div><p class=\"spf-ov-desc\">Hazardous, perishable, climate-sensitive<\/p><\/div>\r\n    <div class=\"spf-ov-card\"><div class=\"spf-ov-icon\">&#128260;<\/div><div class=\"spf-ov-title\">Multi-Criteria<\/div><p class=\"spf-ov-desc\">Combining 3 to 5 dimensions at once<\/p><\/div>\r\n  <\/div>\r\n<\/div>\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-bdd0134 e-flex e-con-boxed e-con e-parent\" data-id=\"bdd0134\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6bcb22 elementor-widget elementor-widget-html\" data-id=\"b6bcb22\" 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<!-- ============================================================ -->\r\n<!-- SECTION 3 \/ 20 : BY USAGE & INTERCHANGEABILITY -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-usage\" style=\"max-width:900px;margin:0 auto 4px;padding:0 24px;\">\r\n  <style>\r\n    .spf-usage *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-usage-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-usage-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-usage-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-usage h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 14px;text-align:left;}\r\n    .spf-usage p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-usage-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:14px;margin:18px 0;}\r\n    .spf-usage-card{background:#fff;border:1px solid #EBEBEB;border-radius:10px;padding:16px;box-shadow:0 1px 3px rgba(16,24,40,0.05);}\r\n    .spf-usage-icon{width:38px;height:38px;border-radius:9px;background:#E6F0FA;color:#0E4D8C;font-size:17px;display:flex;align-items:center;justify-content:center;margin-bottom:8px;}\r\n    .spf-usage-title{color:#0E4D8C;font-size:14px;font-weight:700;margin:0 0 6px;}\r\n    .spf-usage-desc{font-size:12.5px;color:#555;line-height:1.5;margin:0;}\r\n    .spf-usage-why{margin:0 0 14px;padding-left:20px;font-size:14.5px;color:#333;line-height:1.7;}\r\n    .spf-usage-table{width:100%;border-collapse:collapse;font-size:13.5px;margin:18px 0;}\r\n    .spf-usage-table td{padding:10px 12px;border-bottom:1px solid #EBEBEB;color:#333;}\r\n    .spf-relevancy{background:#F7F7F7;border-radius:10px;padding:16px 20px;margin-top:18px;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n    @media (max-width:700px){.spf-usage-grid{grid-template-columns:1fr;}}\r\n  <\/style>\r\n  <div class=\"spf-usage-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-usage-and-interchangeability\">By Usage and Interchangeability<\/h2>\r\n  <p>Usage-based classification organizes parts by how they are consumed or replaced in operations.<\/p>\r\n\r\n  <div class=\"spf-usage-grid\">\r\n    <div class=\"spf-usage-card\"><div class=\"spf-usage-icon\">&#128230;<\/div><div class=\"spf-usage-title\">1. Consumable<\/div><p class=\"spf-usage-desc\">Single-use items that are consumed during operations.<\/p><\/div>\r\n    <div class=\"spf-usage-card\"><div class=\"spf-usage-icon\">&#128260;<\/div><div class=\"spf-usage-title\">2. Rotable \/ Interchangeable<\/div><p class=\"spf-usage-desc\">Repairable, high-value assemblies swapped out for a pre-serviced unit to minimize downtime.<\/p><\/div>\r\n    <div class=\"spf-usage-card\"><div class=\"spf-usage-icon\">&#128221;<\/div><div class=\"spf-usage-title\">3. Service<\/div><p class=\"spf-usage-desc\">Non-physical maintenance activities that must still be captured and standardized in the material master.<\/p><\/div>\r\n  <\/div>\r\n\r\n  <p>In asset-intensive industries such as Oil &amp; Gas and Mining, many maintenance needs are fulfilled through services, which require the same structured classification, coding, and governance as tangible parts.<\/p>\r\n\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Why it matters:<\/p>\r\n  <ul class=\"spf-usage-why\">\r\n    <li>Services are often entered into ERP\/EAM systems as \"service material codes\" (non-stock), ensuring they are visible in procurement workflows but not mistaken for consumables or rotables.<\/li>\r\n    <li>Classifying services properly prevents errors in stock management, for example, holding \"calibration\" as inventory.<\/li>\r\n    <li>It also improves spend visibility. Organizations can track how much is spent on outsourced services versus physical spare parts.<\/li>\r\n  <\/ul>\r\n\r\n  <p>Classifying parts by usage enables accurate stocking levels, optimizes inventory costs, and ensures rapid availability of critical assemblies.<\/p>\r\n\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Example:<\/p>\r\n  <table class=\"spf-usage-table\">\r\n    <tr><th style=\"background:#0E4D8C;color:#fff;padding:10px 12px;text-align:left;font-weight:700;\">Industry<\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px 12px;text-align:left;font-weight:700;\">Consumables<\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px 12px;text-align:left;font-weight:700;\">Rotables<\/th><th style=\"background:#0E4D8C;color:#fff;padding:10px 12px;text-align:left;font-weight:700;\">Service<\/th><\/tr>\r\n    <tr><td>Oil &amp; Gas (O&amp;G)<\/td><td>Seals, gaskets, lubricants<\/td><td>Pumps, gearboxes, turbine skids<\/td><td>Calibration, NDT, valve refurbishment<\/td><\/tr>\r\n    <tr><td>Mining<\/td><td>Drill bits, wear liners<\/td><td>Haul truck engines, alternators<\/td><td>Condition monitoring, rebuilds<\/td><\/tr>\r\n  <\/table>\r\n\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>Treating Service as a distinct use category makes classification more comprehensive, ensures cleaner and <a href=\"https:\/\/www.verdantis.com\/master-data-harmonization\/\" style=\"color:#0E4D8C;font-weight:600;\">harmonized master data<\/a>, and helps finance, maintenance, and supply chain teams see the full picture of operational costs.<\/p>\r\n  <\/div>\r\n<\/div>\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-6ed8c34 e-flex e-con-boxed e-con e-parent\" data-id=\"6ed8c34\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e78ee8d elementor-widget elementor-widget-html\" data-id=\"e78ee8d\" 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<!-- ============================================================ -->\r\n<!-- SECTION 4 \/ 20 : BY COST & CONSUMPTION - ABC ANALYSIS -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-abc\" style=\"max-width:900px;margin:0 auto 5px;padding:0 24px;\">\r\n  <style>\r\n    .spf-abc *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-abc-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-abc-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-abc-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-abc h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 6px;text-align:left;}\r\n    .spf-abc h3{color:#0E4D8C;font-size:19px;font-weight:700;margin:0 0 10px;text-align:left;}\r\n    .spf-abc p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-barviz{margin:18px 0 20px;}\r\n    .spf-barviz-row{display:flex;align-items:center;gap:12px;margin-bottom:10px;flex-wrap:wrap;}\r\n    .spf-barviz-label{flex:0 0 66px;font-size:12.5px;font-weight:700;color:#0E4D8C;}\r\n    .spf-barviz-track{flex:1 1 140px;min-width:80px;background:#EFF1F5;border-radius:6px;height:20px;overflow:hidden;}\r\n    .spf-barviz-fill{height:100%;border-radius:6px;}\r\n    .spf-barviz-value{flex:0 0 auto;font-size:12.5px;color:#333;font-weight:600;white-space:nowrap;}\r\n    .spf-abc-list{margin:0 0 14px;padding-left:20px;font-size:15px;color:#333;line-height:1.72;}\r\n    .spf-feature{background:linear-gradient(135deg,#FEF3E9 0%,#FEF0E3 100%);border-left:4px solid #FA841A;border-radius:0 10px 10px 0;padding:20px 24px;margin:20px 0;}\r\n    .spf-feature-label{color:#FA841A;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 10px;}\r\n    .spf-feature blockquote{margin:0;font-size:14px;color:#333;line-height:1.65;font-style:italic;}\r\n    .spf-feature-source{font-size:12px;color:#9a7550;margin-top:10px;font-style:normal;}\r\n    .spf-feature-source a{color:#9a7550;font-weight:700;}\r\n  <\/style>\r\n  <div class=\"spf-abc-eyebrow\"><span class=\"bar\"><\/span><span>By Cost &amp; Consumption<\/span><\/div>\r\n  <h2 id=\"cost-and-consumption-based-classification\">Cost and Consumption-Based Classification<\/h2>\r\n  <p>Cost and consumption-based classification ensures efficient capital allocation and procurement planning. Common frameworks include ABC, HML, SDE, SOS, VED, and XYZ analysis.<\/p>\r\n\r\n  <h3 id=\"1-abc-analysis\">1. ABC Analysis<\/h3>\r\n  <p>Categorizes items by consumption (concentration) value:<\/p>\r\n  <ul class=\"spf-abc-list\">\r\n    <li><strong>A-items:<\/strong> High-value, low-volume parts requiring tight inventory control.<\/li>\r\n    <li><strong>B-items:<\/strong> Medium-value, moderate consumption items.<\/li>\r\n    <li><strong>C-items:<\/strong> Low-cost, high-volume items often managed with bulk ordering.<\/li>\r\n  <\/ul>\r\n\r\n  <div class=\"spf-barviz\">\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">A-items<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:78%;background:#0E4D8C;\"><\/div><\/div><span class=\"spf-barviz-value\">10-20% of items &middot; 70-80% of value<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">B-items<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:30%;background:#4472a8;\"><\/div><\/div><span class=\"spf-barviz-value\">~30% of items &middot; 15-25% of value<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">C-items<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:10%;background:#8ab0d8;\"><\/div><\/div><span class=\"spf-barviz-value\">50-60% of items &middot; 5-10% of value<\/span><\/div>\r\n  <\/div>\r\n\r\n  <p>Typical pattern: A = 10-20% items \/ 70-80% value; B = ~30% \/ 15-25%; C = 50-60% \/ 5-10%. In Oil &amp; Gas and Mining, A-class often includes high-spec rotables and critical instrumentation.<\/p>\r\n\r\n  <div class=\"spf-feature\">\r\n    <p class=\"spf-feature-label\">Research finding<\/p>\r\n    <blockquote>At PT XYZ in Gresik, Indonesia, an ABC analysis with EOQ methods showed that 8.6% of items (Group A) accounted for 56.8% of the budget, 18.5% of items (Group B) for 24.2%, and 72.9% of items (Group C) for 10%. This allowed high-value items to be closely managed while lower-value items were handled with simpler controls.<\/blockquote>\r\n    <p class=\"spf-feature-source\">Source: <a href=\"https:\/\/ibimapublishing.com\/p-articles\/40ECO\/2022\/4043622\/\" rel=\"nofollow noopener\" target=\"_blank\">IBIMA Publishing<\/a><\/p>\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfd06ce elementor-widget elementor-widget-html\" data-id=\"dfd06ce\" 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<!-- ============================================================ -->\r\n<!-- SECTION 5 \/ 20 : HML, SDE, SOS ANALYSIS -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-hmlsde\" style=\"max-width:900px;margin:0 auto 44px;padding:36px 32px;background:#EFF1F5;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-hmlsde *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-hmlsde h3{color:#0E4D8C;font-size:19px;font-weight:700;margin:0 0 10px;text-align:left;}\r\n    .spf-hmlsde p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-hmlsde-block{margin-bottom:24px;}\r\n    .spf-hmlsde-block:last-child{margin-bottom:0;}\r\n    .spf-hmlsde-list{margin:0 0 14px;padding-left:20px;font-size:14.5px;color:#333;line-height:1.7;}\r\n  <\/style>\r\n  <div class=\"spf-hmlsde-block\">\r\n    <h3 id=\"2-hml-analysis\">2. HML Analysis<\/h3>\r\n    <p>Focuses on unit cost for supplier negotiation and procurement strategy. High\/Medium\/Low unit price is useful when consumption data is thin, common in brownfield sites.<\/p>\r\n  <\/div>\r\n  <div class=\"spf-hmlsde-block\">\r\n    <h3 id=\"3-sde-analysis\">3. SDE Analysis<\/h3>\r\n    <p>Assesses procurement complexity and lead time.<\/p>\r\n    <ul class=\"spf-hmlsde-list\">\r\n      <li><strong>Scarce:<\/strong> Items with limited global suppliers or import dependencies.<\/li>\r\n      <li><strong>Difficult:<\/strong> Items with long manufacturing cycles or complex logistics.<\/li>\r\n      <li><strong>Easy:<\/strong> Items readily available in local markets.<\/li>\r\n    <\/ul>\r\n    <p>This is particularly relevant for deepwater subsystems in Oil &amp; Gas or large haul truck components in Mining.<\/p>\r\n  <\/div>\r\n  <div class=\"spf-hmlsde-block\">\r\n    <h3 id=\"4-sos-analysis\">4. SOS Analysis<\/h3>\r\n    <p>Identifies demand patterns tied to operational cycles or seasonal consumption, reducing obsolescence risk. Season versus off-season usage is especially relevant for Mining shutdown seasons and Oil Sands winterization kits.<\/p>\r\n  <\/div>\r\n<\/div>\r\n\r\n<!-- ============================================================ -->\r\n<!-- SECTION 6 \/ 20 : VED ANALYSIS -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-ved\" style=\"max-width:900px;margin:0 auto 44px;padding:0 24px;\">\r\n  <style>\r\n    .spf-ved *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-ved h3{color:#0E4D8C;font-size:19px;font-weight:700;margin:0 0 10px;text-align:left;}\r\n    .spf-ved p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-ved-list{margin:0 0 14px;padding-left:20px;font-size:15px;color:#333;line-height:1.72;}\r\n    .spf-tierbadge{display:inline-block;padding:3px 10px;border-radius:12px;font-size:11.5px;font-weight:800;}\r\n    .spf-barviz-row{display:flex;align-items:center;gap:12px;margin-bottom:10px;flex-wrap:wrap;}\r\n    .spf-barviz-label{flex:0 0 90px;}\r\n    .spf-barviz-track{flex:1 1 140px;min-width:80px;background:#EFF1F5;border-radius:6px;height:20px;overflow:hidden;}\r\n    .spf-barviz-fill{height:100%;border-radius:6px;}\r\n    .spf-barviz-value{flex:0 0 auto;font-size:12.5px;color:#333;font-weight:600;white-space:nowrap;}\r\n    .spf-research{background:#F7F7F7;border-left:4px solid #0E4D8C;border-radius:0 10px 10px 0;padding:18px 22px;margin:20px 0;}\r\n    .spf-research-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 10px;}\r\n    .spf-research blockquote{margin:0 0 10px;font-size:13.5px;color:#333;line-height:1.6;font-style:italic;}\r\n    .spf-research blockquote:last-of-type{margin-bottom:0;}\r\n    .spf-research-source{font-size:12px;color:#666;font-style:normal;}\r\n    .spf-research-source a{color:#0E4D8C;font-weight:700;}\r\n  <\/style>\r\n  <h3 id=\"5-ved-analysis\">5. VED Analysis<\/h3>\r\n  <p>Evaluates spare parts based on criticality to operations and safety.<\/p>\r\n  <ul class=\"spf-ved-list\">\r\n    <li><strong>Vital (V):<\/strong> Parts whose failure immediately halts production or compromises safety. They must always be in stock (e.g., ESD valves in Oil &amp; Gas, braking systems in Mining).<\/li>\r\n    <li><strong>Essential (E):<\/strong> Parts that affect performance but allow operations to continue at reduced efficiency. Lead time can be tolerated to some extent.<\/li>\r\n    <li><strong>Desirable (D):<\/strong> Low-impact parts that do not stop operations if unavailable. Stocking can be minimized or deferred.<\/li>\r\n  <\/ul>\r\n\r\n  <div class=\"spf-barviz\">\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\"><span class=\"spf-tierbadge\" style=\"background:#fde8d8;color:#c0392b;\">Vital<\/span><\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:100%;background:#c0392b;\"><\/div><\/div><span class=\"spf-barviz-value\">Must always be in stock<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\"><span class=\"spf-tierbadge\" style=\"background:#FFF4D6;color:#8a6a1a;\">Essential<\/span><\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:65%;background:#e0a020;\"><\/div><\/div><span class=\"spf-barviz-value\">Some lead time tolerated<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\"><span class=\"spf-tierbadge\" style=\"background:#E6F0FA;color:#0E4D8C;\">Desirable<\/span><\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:30%;background:#7aa8d8;\"><\/div><\/div><span class=\"spf-barviz-value\">Minimize or defer<\/span><\/div>\r\n  <\/div>\r\n\r\n  <p>This classification is widely used in industries where equipment uptime and safety are critical, such as Oil &amp; Gas, Mining, and Power.<\/p>\r\n\r\n  <div class=\"spf-research\">\r\n    <p class=\"spf-research-label\">Research finding &middot; case study on a packaging company<\/p>\r\n    <blockquote>A VED analysis of spare parts classified ~32% of items as Vital, ~57.6% as Essential, and ~10% as Desirable. By combining this with an ABC-VED matrix, around 37.4% of parts fell into the highest-priority category, representing ~82% of the annual inventory expenditure.<\/blockquote>\r\n    <blockquote>This prioritization enabled the company to focus inventory management, ensure critical parts were always available, reduce stockouts, optimize procurement spend, and improve overall maintenance planning.<\/blockquote>\r\n    <p class=\"spf-research-source\">Source: <a href=\"https:\/\/research-portal.uws.ac.uk\/en\/publications\/a-case-study-of-spare-parts-inventory-management-system-of-packag\" rel=\"nofollow noopener\" target=\"_blank\">The UWS Arcade<\/a>, University of the West of Scotland<\/p>\r\n  <\/div>\r\n<\/div>\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-b190339 e-flex e-con-boxed e-con e-parent\" data-id=\"b190339\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a162a8d elementor-widget elementor-widget-html\" data-id=\"a162a8d\" 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<!-- ============================================================ -->\r\n<!-- SECTION 9 \/ 20 : BY SOURCE -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-source\" style=\"max-width:900px;margin:0 auto 5px;padding:36px 32px;background:#EBEBEB;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-source *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-source-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-source-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-source-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-source h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-source p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-source-grid{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;margin:18px 0;}\r\n    .spf-source-card{background:#fff;border-radius:10px;padding:14px;box-shadow:0 1px 3px rgba(16,24,40,0.05);}\r\n    .spf-source-tag{color:#0E4D8C;font-size:11px;font-weight:800;letter-spacing:0.5px;margin:0 0 6px;}\r\n    .spf-source-title{color:#0E4D8C;font-size:13.5px;font-weight:700;margin:0 0 6px;}\r\n    .spf-source-desc{font-size:12px;color:#555;line-height:1.5;margin:0;}\r\n    .spf-research{background:#fff;border-left:4px solid #0E4D8C;border-radius:0 10px 10px 0;padding:16px 20px;margin:20px 0;}\r\n    .spf-research-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-research blockquote{margin:0;font-size:13.5px;color:#333;line-height:1.6;font-style:italic;}\r\n    .spf-research-source{font-size:12px;color:#666;margin-top:8px;font-style:normal;}\r\n    .spf-research-source a{color:#0E4D8C;font-weight:700;}\r\n    .spf-source-table{width:100%;border-collapse:collapse;font-size:13px;margin:18px 0;}\r\n    .spf-source-table td{padding:9px 10px;border-bottom:1px solid #d5d5d5;color:#333;background:#fff;}\r\n    .spf-relevancy{background:#fff;border-radius:10px;padding:16px 20px;margin-top:18px;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n    @media (max-width:800px){.spf-source-grid{grid-template-columns:repeat(2,1fr);}}\r\n  <\/style>\r\n  <div class=\"spf-source-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-source\">By Source<\/h2>\r\n  <p>Source-based classification addresses procurement strategy, supplier selection, and cost-quality balance:<\/p>\r\n  <div class=\"spf-source-grid\">\r\n    <div class=\"spf-source-card\"><div class=\"spf-source-tag\">1. OEM<\/div><div class=\"spf-source-title\">Original Equipment Manufacturer<\/div><p class=\"spf-source-desc\">Ensures exact specification compliance but may carry higher costs.<\/p><\/div>\r\n    <div class=\"spf-source-card\"><div class=\"spf-source-tag\">2. AFTERMARKET<\/div><div class=\"spf-source-title\">Aftermarket<\/div><p class=\"spf-source-desc\">Provides cost savings but requires careful quality verification.<\/p><\/div>\r\n    <div class=\"spf-source-card\"><div class=\"spf-source-tag\">3. REMAN<\/div><div class=\"spf-source-title\">Remanufactured<\/div><p class=\"spf-source-desc\">Eco-friendly, lower-cost option for high-value components.<\/p><\/div>\r\n    <div class=\"spf-source-card\"><div class=\"spf-source-tag\">4. USED<\/div><div class=\"spf-source-title\">Used \/ Second Hand<\/div><p class=\"spf-source-desc\">Useful in emergencies or for legacy equipment where new parts are unavailable.<\/p><\/div>\r\n  <\/div>\r\n\r\n  <div class=\"spf-research\">\r\n    <p class=\"spf-research-label\">Research finding<\/p>\r\n    <blockquote>Remanufacturing can reduce component costs by 40-60% for many parts vs. buying new.<\/blockquote>\r\n    <p class=\"spf-research-source\">Source: <a href=\"https:\/\/www.mckinsey.com\/industries\/automotive-and-assembly\/our-insights\/remanufacturing-101-reviving-parts-reclaiming-value\" rel=\"nofollow noopener\" target=\"_blank\">McKinsey &amp; Company<\/a><\/p>\r\n  <\/div>\r\n\r\n  <p>Understanding source implications allows procurement teams to balance cost, quality, and risk effectively.<\/p>\r\n\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Examples of Source-Based Classification in O&amp;G and Mining<\/p>\r\n  <table class=\"spf-source-table\">\r\n    <tr><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Source Category<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Oil &amp; Gas Industry Examples<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Mining Industry Examples<\/th><\/tr>\r\n    <tr><td>OEM<\/td><td>Safety-critical valves and precision instrumentation<\/td><td>High-spec drill automation components, proprietary control modules<\/td><\/tr>\r\n    <tr><td>Aftermarket<\/td><td>Replacement piping components, gaskets, and non-critical fittings<\/td><td>Robust market for GET (Ground-Engaging Tools) such as buckets, teeth, and cutting edges<\/td><\/tr>\r\n    <tr><td>Remanufactured<\/td><td>Compressors and rotating equipment through OEM-approved remanufacturing programs<\/td><td>Engines, transmissions, and major drivetrain assemblies where remanufacturing is standard<\/td><\/tr>\r\n    <tr><td>Used \/ Second Hand<\/td><td>Legacy pipeline spares or discontinued skids used in emergency scenarios<\/td><td>Older haul truck parts salvaged to maintain legacy fleets<\/td><\/tr>\r\n  <\/table>\r\n\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>Consistent \"source\" flags prevent duplicate records (OEM vs. remanufactured vs. aftermarket) and enable policy-based sourcing.<\/p>\r\n  <\/div>\r\n<\/div>\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-dbc9c6b e-flex e-con-boxed e-con e-parent\" data-id=\"dbc9c6b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9bbdfa elementor-widget elementor-widget-html\" data-id=\"b9bbdfa\" 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<!-- ============================================================ -->\r\n<!-- SECTION 10 \/ 20 : BY CRITICALITY (FULL CONTENT + RECONCILED WITH VED) -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-crit\" style=\"max-width:900px;margin:0 auto 15px;padding:0 24px;\">\r\n  <style>\r\n    .spf-crit *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-crit-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-crit-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-crit-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-crit h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-crit p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-crit-list{margin:0 0 14px;padding-left:20px;font-size:15px;color:#333;line-height:1.72;}\r\n    .spf-crit-table{width:100%;border-collapse:collapse;font-size:13.5px;margin:18px 0;}\r\n    .spf-crit-table td{padding:9px 10px;border-bottom:1px solid #EBEBEB;color:#333;}\r\n    .spf-tierbadge{display:inline-block;padding:3px 10px;border-radius:12px;font-size:11.5px;font-weight:800;}\r\n    .spf-relevancy{background:#F7F7F7;border-radius:10px;padding:16px 20px;margin:18px 0;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n    .spf-deepdive{background:#EFF1F5;border-radius:10px;padding:18px 20px;margin-top:8px;}\r\n    .spf-deepdive p{font-size:14px;color:#333;line-height:1.65;margin:0;}\r\n  <\/style>\r\n  <div class=\"spf-crit-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-criticality\">By Criticality<\/h2>\r\n  <p><a href=\"https:\/\/www.verdantis.com\/critical-spares-management\/\" style=\"color:#0E4D8C;font-weight:600;\">Criticality-based evaluation for spare parts<\/a> aligns inventory with operational impact, using the same three-tier logic introduced in VED analysis above, with different labels applied specifically at the stocking-decision layer:<\/p>\r\n  <ul class=\"spf-crit-list\">\r\n    <li><strong>Vital (V):<\/strong> Parts whose failure immediately stops production or compromises safety. High-priority stocking and monitoring are essential.<\/li>\r\n    <li><strong>Semi-Critical Parts (SC):<\/strong> These parts meet a certain minimum inventory level, and a longer lead time for semi-critical spares can be tolerated. Equivalent to VED's Essential tier.<\/li>\r\n    <li><strong>Non-Critical (NC):<\/strong> Components whose failure does not halt operations and can be deferred without significant consequences. Equivalent to VED's Desirable tier.<\/li>\r\n  <\/ul>\r\n  <p>By linking criticality to MTTR, maintenance teams can prioritize stocking, inspection, and procurement, ensuring that vital items are never out of stock.<\/p>\r\n\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Examples of Criticality-Based Classification in O&amp;G and Mining<\/p>\r\n  <table class=\"spf-crit-table\">\r\n    <tr><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Criticality Category<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Oil &amp; Gas Industry Examples<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Mining Industry Examples<\/th><\/tr>\r\n    <tr><td><span class=\"spf-tierbadge\" style=\"background:#fde8d8;color:#c0392b;\">Vital (Critical)<\/span><\/td><td>ESD (Emergency Shutdown) valves, fire\/gas sensors, subsea control modules<\/td><td>Braking systems, collision-avoidance sensors, crusher liners<\/td><\/tr>\r\n    <tr><td><span class=\"spf-tierbadge\" style=\"background:#E6F0FA;color:#0E4D8C;\">Non-Critical<\/span><\/td><td>Office HVAC filters<\/td><td>Safety signages<\/td><\/tr>\r\n  <\/table>\r\n\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>A uniform criticality scale (e.g., V\/S\/N with definitions) standardizes min\/max policies, safety stock, and approval workflows enterprise-wide.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-deepdive\">\r\n    <p>Where this becomes operational is turning the tier into an actual score, tied to the parent asset's criticality, supplier lead time, and replaceability, then wiring that score into an automatic stocking policy rather than a static label. That full scoring model, including the ABC-VED matrix, insurance spare logic, and governance triggers for re-scoring, is covered in depth in our <a href=\"https:\/\/www.verdantis.com\/critical-spares-management\/\" style=\"color:#0E4D8C;font-weight:600;\">spare parts criticality management guide<\/a>.<\/p>\r\n  <\/div>\r\n<\/div>\r\n\r\n<!-- ============================================================ -->\r\n<!-- SECTION 11 \/ 20 : CUSTOM GRAPHIC - ONE PART, MULTIPLE CLASSIFICATIONS -->\r\n<!-- (Replaces original illustration: Classification-Of-Spare-Parts.png) -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-graphic2\" style=\"max-width:900px;margin:0 auto 44px;padding:32px;background:#0E4D8C;border-radius:14px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-graphic2 *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-graphic2-label{color:#C2CEE0;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.8px;margin:0 0 6px;text-align:center;}\r\n    .spf-graphic2-title{color:#fff;font-size:16px;font-weight:800;margin:0 0 20px;text-align:center;}\r\n    .spf-part-card{background:#fff;border-radius:12px;padding:18px 20px;max-width:280px;margin:0 auto 18px;text-align:center;box-shadow:0 4px 14px rgba(0,0,0,0.15);}\r\n    .spf-part-name{color:#0E4D8C;font-size:15px;font-weight:800;}\r\n    .spf-part-sub{color:#8a93a0;font-size:11.5px;margin-top:2px;}\r\n    .spf-tag-grid{display:flex;flex-wrap:wrap;gap:8px;justify-content:center;}\r\n    .spf-tag{background:rgba(255,255,255,0.12);border:1px solid rgba(255,255,255,0.25);color:#fff;font-size:11.5px;font-weight:700;padding:6px 12px;border-radius:14px;}\r\n  <\/style>\r\n  <p class=\"spf-graphic2-label\">Multi-Criteria Classification, Illustrated<\/p>\r\n  <p class=\"spf-graphic2-title\">One part carries several classifications at once<\/p>\r\n  <div class=\"spf-part-card\">\r\n    <div class=\"spf-part-name\">Pump Motor Bearing<\/div>\r\n    <div class=\"spf-part-sub\">Example spare part<\/div>\r\n  <\/div>\r\n  <div class=\"spf-tag-grid\">\r\n    <span class=\"spf-tag\">A-item (ABC)<\/span>\r\n    <span class=\"spf-tag\">Vital (VED)<\/span>\r\n    <span class=\"spf-tag\">Rotable (Usage)<\/span>\r\n    <span class=\"spf-tag\">OEM (Source)<\/span>\r\n    <span class=\"spf-tag\">Slow-moving (FSN)<\/span>\r\n    <span class=\"spf-tag\">Mechanical (Function)<\/span>\r\n    <span class=\"spf-tag\">Scarce (SDE)<\/span>\r\n  <\/div>\r\n<\/div>\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-626a2fa e-flex e-con-boxed e-con e-parent\" data-id=\"626a2fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e824b6c elementor-widget elementor-widget-html\" data-id=\"e824b6c\" 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<!-- ============================================================ -->\r\n<!-- SECTION 12 \/ 20 : BY DEMAND PATTERN (FSN) -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-fsn\" style=\"max-width:900px;margin:0 auto 5px;padding:36px 32px;background:#EFF1F5;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-fsn *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-fsn-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-fsn-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-fsn-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-fsn h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-fsn p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-fsn-list{margin:0 0 14px;padding-left:20px;font-size:15px;color:#333;line-height:1.72;}\r\n    .spf-barviz-row{display:flex;align-items:center;gap:12px;margin-bottom:10px;flex-wrap:wrap;}\r\n    .spf-barviz-label{flex:0 0 90px;font-size:12.5px;font-weight:700;color:#0E4D8C;}\r\n    .spf-barviz-track{flex:1 1 140px;min-width:80px;background:#fff;border-radius:6px;height:20px;overflow:hidden;}\r\n    .spf-barviz-fill{height:100%;border-radius:6px;}\r\n    .spf-barviz-value{flex:0 0 auto;font-size:12.5px;color:#333;font-weight:600;white-space:nowrap;}\r\n    .spf-research{background:#fff;border-left:4px solid #0E4D8C;border-radius:0 10px 10px 0;padding:16px 20px;margin:20px 0;}\r\n    .spf-research-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-research blockquote{margin:0;font-size:13.5px;color:#333;line-height:1.6;font-style:italic;}\r\n    .spf-research-source{font-size:12px;color:#666;margin-top:8px;font-style:normal;}\r\n    .spf-research-source a{color:#0E4D8C;font-weight:700;}\r\n    .spf-fsn-table{width:100%;border-collapse:collapse;font-size:13px;margin:18px 0;}\r\n    .spf-fsn-table td{padding:9px 10px;border-bottom:1px solid #d5d5d5;color:#333;background:#fff;}\r\n    .spf-relevancy{background:#fff;border-radius:10px;padding:16px 20px;margin-top:18px;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n  <\/style>\r\n  <div class=\"spf-fsn-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-demand-pattern\">By Demand Pattern<\/h2>\r\n  <p>Demand-based classification ensures alignment with usage frequency:<\/p>\r\n  <ul class=\"spf-fsn-list\">\r\n    <li><strong>Fast-Moving:<\/strong> Frequently used parts that require continuous replenishment.<\/li>\r\n    <li><strong>Slow-Moving:<\/strong> Infrequent use, managed with controlled stock levels to prevent capital lock-up.<\/li>\r\n    <li><strong>Non-Moving\/Obsolete:<\/strong> Items that rarely, if ever, see consumption. <a href=\"https:\/\/www.verdantis.com\/parts-obsolescence-management\/\" style=\"color:#0E4D8C;font-weight:600;\">Strategic management of obsolete spare parts<\/a> helps free up warehouse space and reduce carrying costs.<\/li>\r\n    <li><strong>Dead Stock:<\/strong> Spares that haven't been used at all in the past 12-24 months are typically tagged as \"dead stock.\"<\/li>\r\n  <\/ul>\r\n\r\n  <div style=\"margin:18px 0;\">\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">Fast<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:13%;background:#0E4D8C;\"><\/div><\/div><span class=\"spf-barviz-value\">10-15% of inventory<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">Slow<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:33%;background:#e0a020;\"><\/div><\/div><span class=\"spf-barviz-value\">30-35% of inventory<\/span><\/div>\r\n    <div class=\"spf-barviz-row\"><span class=\"spf-barviz-label\">Non-moving<\/span><div class=\"spf-barviz-track\"><div class=\"spf-barviz-fill\" style=\"width:63%;background:#c0392b;\"><\/div><\/div><span class=\"spf-barviz-value\">60-65% of inventory<\/span><\/div>\r\n  <\/div>\r\n\r\n  <div class=\"spf-research\">\r\n    <p class=\"spf-research-label\">Research finding<\/p>\r\n    <blockquote>FSN analysis shows fast-moving goods account for 10-15% of inventory, slow-moving 30-35%, and non-moving 60-65%. Optimizing this mix helps prioritize critical items, reduce excess stock, and free up working capital.<\/blockquote>\r\n    <p class=\"spf-research-source\">Source: <a href=\"https:\/\/www.deskera.com\/blog\/fsn-inventory-analysis\/\" rel=\"nofollow noopener\" target=\"_blank\">Deskera<\/a><\/p>\r\n  <\/div>\r\n\r\n  <p>Analyzing historical consumption and categorizing parts by demand allows for data-driven inventory optimization.<\/p>\r\n\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Examples of Demand-Pattern-Based Classification in O&amp;G and Mining<\/p>\r\n  <table class=\"spf-fsn-table\">\r\n    <tr><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Demand Category<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Oil &amp; Gas Industry Examples<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Mining Industry Examples<\/th><\/tr>\r\n    <tr><td>Fast Moving<\/td><td>Filters, common seals<\/td><td>PPE (Personal Protective Equipment)<\/td><\/tr>\r\n    <tr><td>Slow Moving<\/td><td>Specialty turbine blades<\/td><td>Specialized sensors<\/td><\/tr>\r\n    <tr><td>Non-Moving\/Obsolete<\/td><td>Obsolete skids<\/td><td>Discontinued drill parts<\/td><\/tr>\r\n  <\/table>\r\n\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>Studies depict that standardized movement codes enable automated policy selection (review frequency, reorder method) and expose disposal candidates.<\/p>\r\n  <\/div>\r\n<\/div>\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-3c65dc5 e-flex e-con-boxed e-con e-parent\" data-id=\"3c65dc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-349242d elementor-widget elementor-widget-html\" data-id=\"349242d\" 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<!-- ============================================================ -->\r\n<!-- SECTION 13 \/ 20 : BY FUNCTION \/ CATEGORY -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-func\" style=\"max-width:900px;margin:0 auto 5px;padding:0 24px;\">\r\n  <style>\r\n    .spf-func *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-func-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-func-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-func-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-func h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-func p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-func-row{display:flex;flex-wrap:wrap;gap:10px;margin:16px 0;}\r\n    .spf-func-pill{background:#F1F3F6;color:#0E4D8C;font-size:13px;font-weight:700;padding:8px 16px;border-radius:20px;}\r\n    .spf-relevancy{background:#F7F7F7;border-radius:10px;padding:16px 20px;margin-top:16px;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n  <\/style>\r\n  <div class=\"spf-func-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-function-or-category\">By Function or Category<\/h2>\r\n  <p>Functional classification groups parts based on technical or operational roles, a case of classic plant taxonomy:<\/p>\r\n  <div class=\"spf-func-row\">\r\n    <span class=\"spf-func-pill\">Mechanical<\/span>\r\n    <span class=\"spf-func-pill\">Electrical<\/span>\r\n    <span class=\"spf-func-pill\">Instrumentation<\/span>\r\n    <span class=\"spf-func-pill\">Safety<\/span>\r\n    <span class=\"spf-func-pill\">Civil<\/span>\r\n    <span class=\"spf-func-pill\">IT<\/span>\r\n  <\/div>\r\n  <p>Standardized functional classification supports nomenclature consistency, eases master data management, and facilitates analytics and automation. Maintenance teams can quickly locate parts and perform cross-functional reporting.<\/p>\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>It simplifies catalog browsing, aligns to maintenance skill sets, and enables role-based approvals.<\/p>\r\n  <\/div>\r\n<\/div>\r\n\r\n<!-- ============================================================ -->\r\n<!-- SECTION 14 \/ 20 : BY STORAGE REQUIREMENTS -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-storage\" style=\"max-width:900px;margin:0 auto 44px;padding:36px 32px;background:#EBEBEB;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-storage *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-storage-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-storage-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-storage-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-storage h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-storage p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-storage-list{margin:0 0 14px;padding-left:20px;font-size:15px;color:#333;line-height:1.72;}\r\n    .spf-storage-table{width:100%;border-collapse:collapse;font-size:13px;margin:18px 0;}\r\n    .spf-storage-table td{padding:9px 10px;border-bottom:1px solid #d5d5d5;color:#333;background:#fff;}\r\n    .spf-relevancy{background:#fff;border-radius:10px;padding:16px 20px;margin-top:16px;}\r\n    .spf-relevancy-label{color:#0E4D8C;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 8px;}\r\n    .spf-relevancy p{font-size:13.5px;color:#444;line-height:1.6;margin:0;}\r\n  <\/style>\r\n  <div class=\"spf-storage-eyebrow\"><span class=\"bar\"><\/span><span>Classification Dimension<\/span><\/div>\r\n  <h2 id=\"by-storage-requirements\">By Storage Requirements<\/h2>\r\n  <p>Storage-based classification ensures compliance and safe handling:<\/p>\r\n  <ul class=\"spf-storage-list\">\r\n    <li><strong>Hazardous:<\/strong> Requires specialized handling, adherence to Material Safety Data Sheets (MSDS), and regulatory compliance.<\/li>\r\n    <li><strong>Perishable:<\/strong> Items with defined shelf life requiring rotation and monitoring.<\/li>\r\n    <li><strong>Climate-Sensitive:<\/strong> Components sensitive to temperature or humidity, demanding specialized warehouse conditions.<\/li>\r\n  <\/ul>\r\n  <p>Proper storage classification reduces risks of spoilage, regulatory violations, and operational disruption.<\/p>\r\n  <p style=\"font-weight:700;color:#0E4D8C;margin-bottom:8px;\">Examples of Storage-Requirement-Based Classification in O&amp;G and Mining<\/p>\r\n  <table class=\"spf-storage-table\">\r\n    <tr><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Storage Category<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Oil &amp; Gas Industry Examples<\/th><th style=\"background:#0E4D8C;color:#fff;padding:9px 10px;text-align:left;font-weight:700;\">Mining Industry Examples<\/th><\/tr>\r\n    <tr><td>Hazardous<\/td><td>Chemicals, EX-rated spares<\/td><td>Cyanide (gold processing), explosive accessories<\/td><\/tr>\r\n    <tr><td>Perishable<\/td><td>Sealants<\/td><td>Adhesives<\/td><\/tr>\r\n    <tr><td>Climate-Sensitive<\/td><td>Humidity-sensitive instrumentation<\/td><td>Electronics<\/td><\/tr>\r\n  <\/table>\r\n  <div class=\"spf-relevancy\">\r\n    <p class=\"spf-relevancy-label\">Relevancy<\/p>\r\n    <p>It enforces labelling, MSDS links, temperature\/humidity rules across warehouses.<\/p>\r\n  <\/div>\r\n<\/div>\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-57bc7c1 e-flex e-con-boxed e-con e-parent\" data-id=\"57bc7c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59e9b08 elementor-widget elementor-widget-html\" data-id=\"59e9b08\" 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<!-- ============================================================ -->\r\n<!-- SECTION 15 \/ 20 : MULTI-CRITERIA CLASSIFICATION -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-multi\" style=\"max-width:900px;margin:0 auto 4px;padding:0 24px;\">\r\n  <style>\r\n    .spf-multi *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-multi-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-multi-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-multi-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-multi h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-multi p{font-size:15px;color:#333;line-height:1.72;margin:0 0 14px;}\r\n    .spf-statpull{display:flex;gap:16px;align-items:center;background:#F7F7F7;border-radius:12px;padding:16px 20px;margin:20px 0;}\r\n    .spf-statpull-num{color:#FDA300;font-size:30px;font-weight:800;flex:0 0 auto;min-width:78px;}\r\n    .spf-statpull-text{font-size:13px;color:#444;line-height:1.55;}\r\n    .spf-feature{background:linear-gradient(135deg,#FEF3E9 0%,#FEF0E3 100%);border-left:4px solid #FA841A;border-radius:0 10px 10px 0;padding:20px 24px;margin:20px 0;}\r\n    .spf-feature-label{color:#FA841A;font-size:11.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.6px;margin:0 0 10px;}\r\n    .spf-feature blockquote{margin:0;font-size:14px;color:#333;line-height:1.65;font-style:italic;}\r\n    .spf-feature-source{font-size:12px;color:#9a7550;margin-top:10px;font-style:normal;}\r\n    .spf-feature-source a{color:#9a7550;font-weight:700;}\r\n  <\/style>\r\n  <div class=\"spf-multi-eyebrow\"><span class=\"bar\"><\/span><span>Bringing It Together<\/span><\/div>\r\n  <h2 id=\"multi-criteria-classification\">Multi-Criteria Classification<\/h2>\r\n  <p>The most effective spare parts strategies combine multiple classification dimensions: usage, cost, criticality, demand, and storage requirements.<\/p>\r\n  <p>For example, a part may be A-class by cost, Vital by criticality, and Rotable by usage, enabling nuanced stocking and procurement decisions.<\/p>\r\n  <p>Global standards such as UNSPSC or eCl@ss facilitate cross-system consistency, ensuring classification remains coherent across ERP, MRO, and procurement systems.<\/p>\r\n  <p>Multi-criteria classification also empowers automation, predictive analytics, and data-driven decision-making, creating a single source of truth for spare parts data.<\/p>\r\n\r\n  <div class=\"spf-statpull\">\r\n    <div class=\"spf-statpull-num\">3-5<\/div>\r\n    <div class=\"spf-statpull-text\">Most companies combine 3 to 5 dimensions when classifying their data, for example, Use + Criticality + ABC + SDE + Movement.<\/div>\r\n  <\/div>\r\n\r\n  <div class=\"spf-feature\">\r\n    <p class=\"spf-feature-label\">Research finding<\/p>\r\n    <blockquote>12 classes of spare parts were defined; through a hierarchical, multi-criteria classification, they achieved a ~20% reduction in total logistics cost while still meeting service target levels.<\/blockquote>\r\n    <p class=\"spf-feature-source\">Source: <a href=\"https:\/\/salford-repository.worktribe.com\/output\/1440701\/spare-parts-classification-and-inventory-management-a-case-study\" rel=\"nofollow noopener\" target=\"_blank\">Salford University<\/a><\/p>\r\n  <\/div>\r\n<\/div>\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-1a7b519 e-flex e-con-boxed e-con e-parent\" data-id=\"1a7b519\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60b26e0 elementor-widget elementor-widget-html\" data-id=\"60b26e0\" 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<!-- ============================================================ -->\r\n<!-- SECTION 16 \/ 20 : WHY CLASSIFICATION IS NON-NEGOTIABLE -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-why\" style=\"max-width:900px;margin:0 auto 4px;padding:36px 32px;background:#F7F7F7;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-why *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-why-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-why-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-why-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-why h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-why-lead{font-size:15px;color:#333;line-height:1.72;margin:0 0 24px;}\r\n    .spf-why-block{background:#fff;border:1px solid #EBEBEB;border-radius:10px;padding:18px 20px;margin-bottom:14px;box-shadow:0 1px 3px rgba(16,24,40,0.05);}\r\n    .spf-why-title{color:#0E4D8C;font-size:15px;font-weight:800;margin:0 0 8px;}\r\n    .spf-why-block p{font-size:13.5px;color:#444;line-height:1.65;margin:0 0 8px;}\r\n    .spf-why-block p:last-child{margin-bottom:0;}\r\n    .spf-why-close{font-size:15px;color:#333;line-height:1.72;margin:20px 0 0;}\r\n  <\/style>\r\n  <div class=\"spf-why-eyebrow\"><span class=\"bar\"><\/span><span>The Strategic Case<\/span><\/div>\r\n  <h2 id=\"why-classification-is-non-negotiable\">Why Classification Is Non-Negotiable<\/h2>\r\n  <p class=\"spf-why-lead\">Spare parts classification is more than an administrative exercise; it is a strategic enabler. By categorizing inventory correctly, organizations gain the following benefits:<\/p>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">1. Less Downtime, More Throughput<\/p>\r\n    <p>Critical spares become both findable and forecastable, with stocking aligned to risk. DNV's O&amp;G study found that targeted spare optimization met availability targets without major system redesigns.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">2. Lower Working Capital<\/p>\r\n    <p><a href=\"https:\/\/www.verdantis.com\/mro-data-cleansing\/\" style=\"color:#0E4D8C;font-weight:600;\">Cleansed MRO data<\/a> has helped O&amp;G operators reduce working capital by 10-20%, translating into multi-million-dollar savings.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">3. Better Forecasting<\/p>\r\n    <p>AI-native approaches now outperform classical methods in predicting demand for fast-moving, slow-moving, and non-moving spare parts, provided the inventory is consistently classified.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">4. Cost Reduction<\/p>\r\n    <p>Proper classification identifies duplicate or redundant items, reducing overstocking and freeing capital for critical operations.<\/p>\r\n    <p>For example, recognizing high-value but low-demand parts (A-class in ABC analysis) allows businesses to invest selectively, minimizing inventory carrying costs.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">5. Operational Efficiency<\/p>\r\n    <p>Classification simplifies part identification, ensuring maintenance teams can locate required items quickly, reducing Mean Time to Repair (MTTR) and preventing unplanned downtime.<\/p>\r\n    <p>A clear hierarchy of fast-moving versus non-moving parts ensures timely replenishment without excess stock.<\/p>\r\n  <\/div>\r\n\r\n  <div class=\"spf-why-block\">\r\n    <p class=\"spf-why-title\">6. Strategic Sourcing<\/p>\r\n    <p>Categorizing parts by source, criticality, and procurement complexity helps organizations negotiate contracts effectively, select suppliers with optimal lead times, and anticipate supply chain disruptions.<\/p>\r\n  <\/div>\r\n\r\n  <p class=\"spf-why-close\">In essence, a structured classification system transforms MRO operations from reactive inventory management to data-driven strategic planning, aligning maintenance, procurement, and operational objectives.<\/p>\r\n<\/div>\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-67952c3 e-flex e-con-boxed e-con e-parent\" data-id=\"67952c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5298b9e elementor-widget elementor-widget-html\" data-id=\"5298b9e\" 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<!-- ============================================================ -->\r\n<!-- SECTION 17 \/ 20 : HOW LEADING ORGANIZATIONS ACHIEVE THE MOST -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-lead\" style=\"max-width:900px;margin:0 auto 20px;padding:0 24px;\">\r\n  <style>\r\n    .spf-lead *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-lead-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-lead-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-lead-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-lead h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 16px;text-align:left;}\r\n    .spf-playcol{background:#fff;border:1px solid #EBEBEB;border-radius:12px;padding:22px;box-shadow:0 1px 3px rgba(16,24,40,0.05);margin-bottom:20px;}\r\n    .spf-playcol h3{color:#0E4D8C;font-size:17px;font-weight:800;margin:0 0 12px;font-style:italic;}\r\n    .spf-playcol ul{margin:0 0 16px;padding-left:18px;font-size:13.5px;color:#444;line-height:1.75;}\r\n    .spf-playcol li{margin-bottom:8px;}\r\n    .spf-case-attach{background:#F7F7F7;border-radius:10px;padding:16px 18px;}\r\n    .spf-case-tag{color:#8a93a0;font-size:10.5px;font-weight:800;text-transform:uppercase;letter-spacing:0.5px;margin:0 0 4px;}\r\n    .spf-case-title{color:#0E4D8C;font-size:13.5px;font-weight:700;margin:0 0 14px;}\r\n    .spf-case-link-row{display:flex;justify-content:flex-end;}\r\n    .spf-case-link{background:#0E4D8C;color:#fff;font-size:12.5px;font-weight:700;padding:8px 16px;border-radius:6px;text-decoration:none;white-space:nowrap;}\r\n    .spf-lead-close{font-size:15px;color:#333;line-height:1.72;margin:20px 0 8px;}\r\n    .spf-lead-punch{background:#0C162F;color:#fff;border-radius:10px;padding:18px 22px;margin-top:8px;font-size:14.5px;line-height:1.65;}\r\n  <\/style>\r\n  <div class=\"spf-lead-eyebrow\"><span class=\"bar\"><\/span><span>Industry Playbooks<\/span><\/div>\r\n  <h2 id=\"how-do-the-leading-organizations-achieve-the-most\">How Do the Leading Organizations Achieve the Most?<\/h2>\r\n\r\n  <div class=\"spf-playcol\">\r\n    <h3 id=\"oil-gas\">Oil &amp; Gas<\/h3>\r\n    <ul>\r\n      <li><strong>Criticality<\/strong> (with supply risk) standardizes stocking for safety and production-critical skids.<\/li>\r\n      <li><strong>Use Type<\/strong> (Consumable\/Rotable\/Service) unlocks repair\/return loops for rotables and eliminates service-as-stock errors.<\/li>\r\n      <li><strong>ABC + SDE<\/strong> marries value focus with lead-time risk, crucial for turnarounds and import-dependent spares.<\/li>\r\n      <li><strong>Demand Pattern<\/strong> (FSN) enables predictive stocking and identifies write-off candidates, strengthening PdM analytics.<\/li>\r\n    <\/ul>\r\n    <div class=\"spf-case-attach\">\r\n      <div>\r\n        <p class=\"spf-case-tag\">Related case study &middot; Refining<\/p>\r\n        <p class=\"spf-case-title\">Closing the SAP MRP-to-Criticality Gap in Refining<\/p>\r\n      <\/div>\r\n      <a href=\"https:\/\/www.verdantis.com\/sap-mrp-criticality-gap-refining\/\" class=\"spf-case-link\">Read case study &rarr;<\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"spf-playcol\">\r\n    <h3 id=\"mining\">Mining<\/h3>\r\n    <ul>\r\n      <li><strong>Criticality<\/strong> (safety and production impact) matters most where haulage, crushing, and fixed-plant bottlenecks dominate cost exposure. Mining maintenance is 30-50% of operating costs, so critical spares governance is non-negotiable.<\/li>\r\n      <li><strong>Demand Pattern<\/strong> shows high divergence between fast-moving GET and slow specialty controls. Forecasts work best once classes are clean.<\/li>\r\n      <li><strong>ABC + HML<\/strong> aligns capital to high-value rotables (engines, transmissions) while controlling the flood of C-class consumables.<\/li>\r\n      <li><strong>Storage Requirements<\/strong> for hazardous\/explosive handling and climate control (dust, temperature swings) make standardized storage attributes critical for compliance and shelf-life.<\/li>\r\n    <\/ul>\r\n    <div class=\"spf-case-attach\">\r\n      <div>\r\n        <p class=\"spf-case-tag\">Related case study &middot; Mining<\/p>\r\n        <p class=\"spf-case-title\">Multi-Site MRO Visibility in Mining<\/p>\r\n      <\/div>\r\n      <a href=\"https:\/\/www.verdantis.com\/multi-site-mro-visibility-mining\/\" class=\"spf-case-link\">Read case study &rarr;<\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <p class=\"spf-lead-close\">In Oil &amp; Gas and Mining, classification is the operating system of your materials data. Get the definitions right, enforce them consistently across sites and systems, and the benefits cascade: fewer outages, safer operations, lower working capital, and clearer decisions.<\/p>\r\n  <div class=\"spf-lead-punch\">If your teams are still arguing over what counts as \"critical,\" the ROI of harmonization is likely sitting in your storeroom.<\/div>\r\n<\/div>\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-efe4ab4 e-flex e-con-boxed e-con e-parent\" data-id=\"efe4ab4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f187d9a elementor-widget elementor-widget-html\" data-id=\"f187d9a\" 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<!-- ============================================================ -->\r\n<!-- SECTION 18 \/ 20 : CONCLUSION -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-conclusion\" style=\"max-width:900px;margin:0 auto 44px;padding:36px 32px;background:#0C162F;border-radius:12px;box-sizing:border-box;\">\r\n  <style>\r\n    .spf-conclusion *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-conclusion-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 8px;}\r\n    .spf-conclusion-eyebrow .bar{width:4px;height:16px;background:#FDA300;border-radius:2px;display:inline-block;}\r\n    .spf-conclusion-eyebrow span{color:#8fa3c2;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-conclusion h2{color:#fff;font-size:26px;font-weight:800;margin:0 0 12px;text-align:left;}\r\n    .spf-conclusion p{font-size:15px;color:#C2CEE0;line-height:1.72;margin:0 0 14px;}\r\n    .spf-conclusion a{color:#FDA300;font-weight:600;}\r\n  <\/style>\r\n  <div class=\"spf-conclusion-eyebrow\"><span class=\"bar\"><\/span><span>Wrapping Up<\/span><\/div>\r\n  <h2 id=\"conclusion\">Conclusion<\/h2>\r\n  <p>Spare parts classification is the foundation of proactive MRO strategy.<\/p>\r\n  <p>By systematically categorizing inventory across usage, cost, criticality, demand, function, source, and storage, organizations can reduce costs, improve operational efficiency, and strengthen strategic sourcing.<\/p>\r\n  <p><a href=\"https:\/\/www.verdantis.com\/how-to-clean-spare-parts-data\/\">Cleansing spare parts data<\/a> is essential for making classification effective. When descriptions, attributes, units of measure, and supplier details are corrected and harmonized, teams can classify items accurately, eliminate duplicates, and avoid stocking errors caused by inconsistent or incomplete data.<\/p>\r\n  <p>Investing in data governance and standardization ensures that classified spare parts data remains accurate, reliable, and actionable, enabling enterprises to achieve operational excellence and maintain uninterrupted production in asset-intensive environments.<\/p>\r\n<\/div>\r\n\r\n<!-- ============================================================ -->\r\n<!-- SECTION 19 \/ 20 : FAQ -->\r\n<!-- ============================================================ -->\r\n<div class=\"spf-faq\" style=\"max-width:900px;margin:0 auto 44px;padding:0 24px;\">\r\n  <style>\r\n    .spf-faq *{font-family:inherit;box-sizing:border-box;}\r\n    .spf-faq-eyebrow{display:flex;align-items:center;gap:10px;margin:0 0 12px;}\r\n    .spf-faq-eyebrow .bar{width:4px;height:16px;background:#FA841A;border-radius:2px;display:inline-block;}\r\n    .spf-faq-eyebrow span{color:#8a93a0;font-size:12.5px;font-weight:800;letter-spacing:1.2px;text-transform:uppercase;}\r\n    .spf-faq h2{color:#0E4D8C;font-size:26px;font-weight:800;margin:0 0 22px;text-align:left;}\r\n    .spf-faq-item{border-bottom:1px solid #EBEBEB;}\r\n    .spf-faq-item summary{cursor:pointer;list-style:none;padding:18px 4px;font-size:15px;font-weight:700;color:#0E4D8C;display:flex;justify-content:space-between;align-items:center;}\r\n    .spf-faq-item summary::-webkit-details-marker{display:none;}\r\n    .spf-faq-item summary .chev{transition:transform 0.2s ease;color:#FA841A;font-size:14px;flex:0 0 auto;margin-left:12px;}\r\n    .spf-faq-item[open] summary .chev{transform:rotate(180deg);}\r\n    .spf-faq-item .spf-faq-a{font-size:14px;color:#444;line-height:1.65;padding:0 4px 18px;margin:0;}\r\n  <\/style>\r\n  <div class=\"spf-faq-eyebrow\"><span class=\"bar\"><\/span><span>Frequently asked questions<\/span><\/div>\r\n  <h2 id=\"common-questions-on-spare-parts-classification\">Common Questions on Spare Parts Classification<\/h2>\r\n\r\n  <details class=\"spf-faq-item\">\r\n    <summary>What is spare parts classification?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">The practice of grouping spare parts by shared characteristics, value, criticality, demand pattern, source, or storage need, so stocking, procurement, and maintenance decisions can be applied consistently rather than part by part.<\/p>\r\n  <\/details>\r\n  <details class=\"spf-faq-item\">\r\n    <summary>What's the difference between a spare part and a consumable?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">A consumable is used up in a single operation and not returned to stock, such as a seal or a filter. A spare part, particularly a rotable, is repairable and returns to serviceable stock after overhaul.<\/p>\r\n  <\/details>\r\n  <details class=\"spf-faq-item\">\r\n    <summary>What's the difference between ABC and VED analysis?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">ABC classifies parts by financial value and consumption. VED classifies parts by operational criticality. They measure different things and are typically combined into an ABC-VED matrix for stocking decisions.<\/p>\r\n  <\/details>\r\n  <details class=\"spf-faq-item\">\r\n    <summary>What is a capital spare versus an operational spare?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">A capital spare is a high-value, long-lead, often single-point-of-failure component evaluated on an insurance-spare basis. An operational spare is a routine stocked item managed through standard reorder policy.<\/p>\r\n  <\/details>\r\n  <details class=\"spf-faq-item\">\r\n    <summary>What is SDE analysis?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">A classification of parts by procurement difficulty: Scarce, Difficult, or Easy to source, used alongside value and criticality classifications to flag supply chain risk.<\/p>\r\n  <\/details>\r\n  <details class=\"spf-faq-item\">\r\n    <summary>How many classification systems should we use at once?<span class=\"chev\">&#9660;<\/span><\/summary>\r\n    <p class=\"spf-faq-a\">Most organizations combine three to five dimensions, commonly usage type, ABC, criticality, and demand pattern, rather than relying on a single system.<\/p>\r\n  <\/details>\r\n<\/div>\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Not all spare parts deserve the same shelf space. Here&#8217;s how ABC, VED, XYZ, and four other classification methods decide which ones do, with real Oil &#038; Gas and Mining examples and the research behind each one.<\/p>","protected":false},"author":7,"featured_media":40581,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[309],"class_list":["post-37942","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-eam-mro"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/37942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/comments?post=37942"}],"version-history":[{"count":5,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/37942\/revisions"}],"predecessor-version":[{"id":46542,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/37942\/revisions\/46542"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/media\/40581"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/media?parent=37942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/categories?post=37942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/tags?post=37942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}