{"id":46920,"date":"2026-09-07T19:19:37","date_gmt":"2026-09-07T13:49:37","guid":{"rendered":"https:\/\/www.verdantis.com\/?page_id=46920"},"modified":"2026-09-07T19:44:50","modified_gmt":"2026-09-07T14:14:50","slug":"gestion-de-datos-maestros-2","status":"publish","type":"page","link":"https:\/\/www.verdantis.com\/es\/master-data-management\/","title":{"rendered":"\u00bfQu\u00e9 es la gesti\u00f3n de datos maestros?"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"46920\" class=\"elementor elementor-46920\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72a99b9 e-flex e-con-boxed e-con e-parent\" data-id=\"72a99b9\" 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-c1a7fd8 elementor-widget elementor-widget-html\" data-id=\"c1a7fd8\" 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     MDM SUITE PAGE REDESIGN :: SECTION 1 \/ 9 : HERO (v3, centered layout)\r\n     Standalone, full-width. Centered layout restored per feedback. Heading\r\n     given more horizontal room (was constrained to 20ch, leaving large empty\r\n     margins on wide screens) and all vertical spacing tightened. Heading and\r\n     colored text carry inline style attributes in addition to the CSS class,\r\n     since this theme has previously overridden class-based font-size\/color on\r\n     headings - inline styles win that specificity fight reliably.\r\n============================================================ -->\r\n<div class=\"vmdm-hero\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;500;600;700;800&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-hero{\r\n    width:100vw;margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw);\r\n    background:#1A2434;font-family:'Open Sans',Arial,sans-serif;color:#fff;box-sizing:border-box;\r\n  }\r\n  .vmdm-hero *{box-sizing:border-box;}\r\n  .vmdm-hero__inner{max-width:900px;margin:0 auto;padding:48px 24px 40px;text-align:center;}\r\n  .vmdm-hero__eyebrow{\r\n    display:inline-flex;align-items:center;gap:8px;font-size:13px;font-weight:700;\r\n    letter-spacing:.1em;text-transform:uppercase;color:#FDA300 !important;\r\n    border:1px solid rgba(250,132,26,.45);padding:7px 16px;border-radius:20px;\r\n    background:rgba(250,132,26,.08);margin:0 0 18px;\r\n  }\r\n  .vmdm-hero__sub{font-size:16.5px;line-height:1.58;color:#c3cbd9 !important;max-width:60ch;margin:0 auto 24px;}\r\n  .vmdm-hero__ctas{display:flex;gap:16px;align-items:center;justify-content:center;flex-wrap:wrap;margin-bottom:32px;}\r\n  .vmdm-hero__btn{\r\n    font-family:'Open Sans',Arial,sans-serif;font-weight:700;font-size:15px;\r\n    padding:15px 28px;border-radius:4px;text-decoration:none;display:inline-flex;align-items:center;gap:8px;\r\n    transition:transform .15s ease, box-shadow .15s ease;\r\n  }\r\n  .vmdm-hero__btn--primary{background:#FA841A;color:#1A2434 !important;}\r\n  .vmdm-hero__btn--primary:hover{transform:translateY(-1px);box-shadow:0 8px 22px rgba(250,132,26,.35);}\r\n  .vmdm-hero__btn--ghost{background:transparent;color:#fff !important;border:1px solid rgba(255,255,255,.28);}\r\n  .vmdm-hero__btn--ghost:hover{border-color:#c3cbd9;}\r\n  .vmdm-hero__trust{\r\n    border-top:1px solid rgba(255,255,255,.14);padding-top:18px;\r\n    display:flex;flex-direction:column;align-items:center;gap:10px;\r\n  }\r\n  .vmdm-hero__trust-label{font-size:11.5px;font-weight:700;letter-spacing:.14em;text-transform:uppercase;color:#8a93a0 !important;}\r\n  .vmdm-hero__trust-row{display:flex;gap:26px;flex-wrap:wrap;align-items:center;justify-content:center;}\r\n  .vmdm-hero__trust-row span{font-family:'Open Sans',Arial,sans-serif;font-size:13.5px;font-weight:700;color:#c3cbd9 !important;letter-spacing:.02em;}\r\n  @media(max-width:640px){.vmdm-hero__inner{padding:40px 20px 32px;}}\r\n  <\/style>\r\n  <div class=\"vmdm-hero__inner\">\r\n    <div class=\"vmdm-hero__eyebrow\" style=\"color:#FDA300;\">Verdantis MDM Suite<\/div>\r\n    <h1 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:34px;line-height:1.2;letter-spacing:-0.01em;color:#ffffff;margin:0 0 16px;max-width:30ch;margin-left:auto;margin-right:auto;\" id=\"master-data-management-purpose-built-for-industrial-materials\">Master data management purpose-built for <span style=\"color:#FFC619;\">industrial materials<\/span><\/h1>\r\n    <p class=\"vmdm-hero__sub\" style=\"color:#c3cbd9;\">Verdantis MDM Suite normalizes, enriches, and governs material, equipment, supplier, and customer master data, built for production-intensive operations, not adapted from a generic MDM platform. Plug-and-play, operational within the first week of setup.<\/p>\r\n    <div class=\"vmdm-hero__ctas\">\r\n      <a href=\"https:\/\/www.verdantis.com\/contact\/\" class=\"vmdm-hero__btn vmdm-hero__btn--primary\" style=\"color:#1A2434;\">Get a Free Demo &rarr;<\/a>\r\n      <a href=\"#approach\" class=\"vmdm-hero__btn vmdm-hero__btn--ghost\" style=\"color:#ffffff;\">See how it works &darr;<\/a>\r\n    <\/div>\r\n    <div class=\"vmdm-hero__trust\">\r\n      <div class=\"vmdm-hero__trust-label\" style=\"color:#8a93a0;\">Used by Fortune 500 and Global 2000 industrial enterprises<\/div>\r\n      <div class=\"vmdm-hero__trust-row\">\r\n        <span style=\"color:#c3cbd9;\">GARTNER PEER INSIGHTS<\/span>\r\n        <span style=\"color:#c3cbd9;\">G2<\/span>\r\n        <span style=\"color:#c3cbd9;\">200+ IMPLEMENTATIONS<\/span>\r\n      <\/div>\r\n    <\/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-c89115e e-flex e-con-boxed e-con e-parent\" data-id=\"c89115e\" 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-38c841d elementor-widget elementor-widget-html\" data-id=\"38c841d\" 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     MDM SUITE PAGE REDESIGN :: SECTION 2 \/ 9 : THE PROBLEM (v2)\r\n     Standalone, full-width. Headings now carry inline style attributes in\r\n     addition to the CSS class, same theme-override safety net applied to the\r\n     hero. Top padding reduced to close the gap seen after the hero section.\r\n============================================================ -->\r\n<div class=\"vmdm-prob\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-prob{\r\n    font-family:'Open Sans',Arial,sans-serif;background:#fff;color:#1A2434;box-sizing:border-box;\r\n  }\r\n  .vmdm-prob *{box-sizing:border-box;}\r\n  .vmdm-prob__inner{max-width:1140px;margin:0 auto;padding:40px 24px 64px;}\r\n  .vmdm-prob__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FA841A !important;margin:0 0 14px;}\r\n  .vmdm-prob__lead{font-size:16.5px;line-height:1.62;color:#48505e !important;max-width:74ch;margin:0 0 44px;}\r\n  .vmdm-prob__grid{display:grid;grid-template-columns:repeat(3,1fr);gap:22px;}\r\n  .vmdm-prob__card{border:1px solid #E1E3E7;border-radius:12px;padding:26px 24px;background:#fafbfc;}\r\n  .vmdm-prob__card p{margin:0;font-size:14.5px;line-height:1.6;color:#48505e !important;}\r\n  .vmdm-prob__foot{margin-top:36px;background:#1A2434;border-radius:12px;padding:24px 28px;color:#d6ddea !important;font-size:15.5px;line-height:1.6;}\r\n  @media(max-width:760px){.vmdm-prob__grid{grid-template-columns:1fr;}}\r\n  <\/style>\r\n  <div class=\"vmdm-prob__inner\">\r\n    <div class=\"vmdm-prob__eyebrow\" style=\"color:#FA841A;\">El problema<\/div>\r\n    <h2 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:32px;line-height:1.18;color:#1A2434;margin:0 0 16px;max-width:22ch;\" id=\"industrial-material-data-breaks-in-ways-generic-mdm-was-never-built-to-catch\">Industrial material data breaks in ways generic MDM was never built to catch<\/h2>\r\n    <p class=\"vmdm-prob__lead\" style=\"color:#48505e;\">Materials, equipment, and supplier records accumulate across every ERP instance, plant, and acquisition an organization has ever made. Left alone, that data doesn't just get messy, it actively costs money: duplicate purchases, mismatched specs on the shop floor, and procurement teams negotiating with a supplier already on file under a different name.<\/p>\r\n    <div class=\"vmdm-prob__grid\">\r\n      <div class=\"vmdm-prob__card\">\r\n        <h3 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:700;font-size:18px;color:#1A2434;margin:0 0 10px;\" id=\"the-same-entity-ten-different-names\">The same entity, ten different names<\/h3>\r\n        <p style=\"color:#48505e;\">\"GE\" and \"General Electric\" sit in the system as two suppliers. A pump seal gasket is filed under three different descriptions across three plants. Nothing is technically wrong, and nothing lines up.<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-prob__card\">\r\n        <h3 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:700;font-size:18px;color:#1A2434;margin:0 0 10px;\" id=\"generic-mdm-takes-months-to-configure\">Generic MDM takes months to configure<\/h3>\r\n        <p style=\"color:#48505e;\">Standard MDM platforms ship with a rule-based dictionary built for retail and consumer data. Industrial domains like MRO and indirect materials need months of manual configuration before they're usable.<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-prob__card\">\r\n        <h3 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:700;font-size:18px;color:#1A2434;margin:0 0 10px;\" id=\"bad-data-compounds-downstream\">Bad data compounds downstream<\/h3>\r\n        <p style=\"color:#48505e;\">Incomplete material records lead directly to duplicate purchasing and misclassified inventory. Industry benchmarks put 25 to 40% of MRO inventory at asset-heavy sites as excess, obsolete, or duplicated.<\/p>\r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"vmdm-prob__foot\" style=\"color:#d6ddea;\"><b style=\"color:#FFC619;font-family:'Roboto Slab',Georgia,serif;\">The data to prevent this already exists.<\/b> It's fragmented, inconsistently named, and unusable at the point where a planner, buyer, or engineer actually needs it.<\/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-7418818 e-flex e-con-boxed e-con e-parent\" data-id=\"7418818\" 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-b55441a elementor-widget elementor-widget-html\" data-id=\"b55441a\" 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     MDM SUITE PAGE REDESIGN :: SECTION 3 \/ 9 : WHAT IS MDM\r\n============================================================ -->\r\n<div class=\"vmdm-what\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-what{font-family:'Open Sans',Arial,sans-serif;background:#F4F7FB;color:#1A2434;box-sizing:border-box;}\r\n  .vmdm-what *{box-sizing:border-box;}\r\n  .vmdm-what__inner{max-width:1140px;margin:0 auto;padding:56px 24px;}\r\n  .vmdm-what__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FA841A !important;margin:0 0 14px;}\r\n  .vmdm-what__lead{font-size:18px;color:#1A2434 !important;font-weight:600;border-left:4px solid #FA841A;padding-left:18px;margin:0 0 24px;line-height:1.55;}\r\n  .vmdm-what p{font-size:16px;line-height:1.66;color:#3a4453 !important;margin:0 0 16px;max-width:78ch;}\r\n  .vmdm-what__split{display:grid;grid-template-columns:1fr 1fr;gap:20px;margin-top:28px;}\r\n  .vmdm-what__box{background:#fff;border:1px solid #E1E3E7;border-radius:12px;padding:22px 24px;}\r\n  .vmdm-what__box p{margin:0;font-size:14.5px;}\r\n  @media(max-width:760px){.vmdm-what__split{grid-template-columns:1fr;}}\r\n  <\/style>\r\n  <div class=\"vmdm-what__inner\">\r\n    <div class=\"vmdm-what__eyebrow\" style=\"color:#FA841A;\">The Basics<\/div>\r\n    <h2 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:30px;line-height:1.2;color:#1A2434;margin:0 0 20px;max-width:26ch;\" id=\"what-is-master-data-management\">What is master data management?<\/h2>\r\n    <p class=\"vmdm-what__lead\" style=\"color:#1A2434;\">Master data management is the practice of creating one trusted, authoritative record for each core business entity, materials, equipment, suppliers, customers, by consolidating and reconciling data pulled from every system that touches it.<\/p>\r\n    <p style=\"color:#3a4453;\">Instead of a material record that reads three different ways across the ERP, the CMMS, and a spreadsheet a planner keeps on the side, MDM produces one \"golden record\": complete, accurate, and consistent everywhere it's used.<\/p>\r\n    <div class=\"vmdm-what__split\">\r\n      <div class=\"vmdm-what__box\">\r\n        <h3 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:700;font-size:17px;color:#024089;margin:0 0 10px;\" id=\"mdm-as-a-discipline\">MDM as a discipline<\/h3>\r\n        <p style=\"color:#3a4453;\">The governance principles, ownership, and cross-department agreement that keep data trustworthy over time. This is a people and process problem as much as a technical one.<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-what__box\">\r\n        <h3 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:700;font-size:17px;color:#024089;margin:0 0 10px;\" id=\"mdm-as-a-technology\">MDM as a technology<\/h3>\r\n        <p style=\"color:#3a4453;\">The software that automates it: deduplication, enrichment, categorization, and validation, so the discipline doesn't rely on manual review to hold up at scale.<\/p>\r\n      <\/div>\r\n    <\/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-d06227f e-flex e-con-boxed e-con e-parent\" data-id=\"d06227f\" 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-335561d elementor-widget elementor-widget-html\" data-id=\"335561d\" 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     MDM SUITE PAGE REDESIGN :: SECTION 4 \/ 9 : THE APPROACH (HARMONIZE + INTEGRITY)\r\n     id=\"approach\" matches the hero's \"See how it works\" anchor link.\r\n============================================================ -->\r\n<div class=\"vmdm-app\" id=\"approach\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-app{width:100vw;margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw);background:#1A2434;font-family:'Open Sans',Arial,sans-serif;color:#fff;box-sizing:border-box;}\r\n  .vmdm-app *{box-sizing:border-box;}\r\n  .vmdm-app__inner{max-width:1140px;margin:0 auto;padding:64px 24px;}\r\n  .vmdm-app__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FDA300 !important;margin:0 0 14px;}\r\n  .vmdm-app__lead{font-size:16.5px;line-height:1.62;color:#c3cbd9 !important;max-width:74ch;margin:0 0 40px;}\r\n  .vmdm-app__flow{display:flex;align-items:center;justify-content:center;gap:10px;flex-wrap:wrap;margin:0 0 44px;}\r\n  .vmdm-app__flow-box{background:rgba(255,255,255,.05);border:1px solid rgba(255,255,255,.16);border-radius:10px;padding:14px 18px;text-align:center;min-width:150px;}\r\n  .vmdm-app__flow-box--accent{border-color:#FA841A;background:rgba(250,132,26,.10);}\r\n  .vmdm-app__flow-label{font-size:10px;font-weight:700;letter-spacing:.08em;text-transform:uppercase;color:#8a93a0 !important;margin:0 0 4px;}\r\n  .vmdm-app__flow-box--accent .vmdm-app__flow-label{color:#FDA300 !important;}\r\n  .vmdm-app__flow-title{font-family:'Roboto Slab',Georgia,serif;font-size:14px;font-weight:700;color:#fff !important;margin:0;}\r\n  .vmdm-app__flow-arrow{color:rgba(255,255,255,.4);font-size:20px;}\r\n  .vmdm-app__grid{display:grid;grid-template-columns:1fr 1fr;gap:24px;}\r\n  .vmdm-app__card{background:rgba(255,255,255,.04);border:1px solid rgba(255,255,255,.14);border-radius:14px;padding:28px 26px;}\r\n  .vmdm-app__card-badge{display:inline-block;font-size:11px;font-weight:700;letter-spacing:.08em;text-transform:uppercase;padding:5px 12px;border-radius:20px;background:rgba(250,132,26,.14);color:#FDA300 !important;margin:0 0 14px;}\r\n  .vmdm-app__card h3{font-family:'Roboto Slab',Georgia,serif;font-size:21px;color:#fff !important;margin:0 0 12px;}\r\n  .vmdm-app__card ul{margin:0;padding:0;list-style:none;}\r\n  .vmdm-app__card li{position:relative;padding:0 0 10px 22px;font-size:14.5px;line-height:1.5;color:#c3cbd9 !important;}\r\n  .vmdm-app__card li:last-child{padding-bottom:0;}\r\n  .vmdm-app__card li::before{content:\"\";position:absolute;left:2px;top:7px;width:8px;height:8px;border-radius:2px;background:#FA841A;}\r\n  .vmdm-app__note{margin-top:20px;font-size:13.5px;color:#8a93a0 !important;line-height:1.6;}\r\n  @media(max-width:760px){.vmdm-app__grid{grid-template-columns:1fr;}.vmdm-app__flow{flex-direction:column;}.vmdm-app__flow-arrow{transform:rotate(90deg);}}\r\n  <\/style>\r\n  <div class=\"vmdm-app__inner\">\r\n    <div class=\"vmdm-app__eyebrow\" style=\"color:#FDA300;\">The Verdantis Approach<\/div>\r\n    <h2 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:30px;line-height:1.2;color:#ffffff;margin:0 0 16px;max-width:24ch;\" id=\"two-modules-one-continuous-data-lifecycle\">Two modules, one continuous data lifecycle<\/h2>\r\n    <p class=\"vmdm-app__lead\" style=\"color:#c3cbd9;\">Harmonize cleans up the legacy mess. Integrity keeps new records from becoming the next one. Most organizations license both together; Harmonize can also run standalone.<\/p>\r\n\r\n    <div class=\"vmdm-app__flow\">\r\n      <div class=\"vmdm-app__flow-box\">\r\n        <p class=\"vmdm-app__flow-label\" style=\"color:#8a93a0;\">Hoy<\/p>\r\n        <p class=\"vmdm-app__flow-title\" style=\"color:#ffffff;\">Legacy Data<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-app__flow-arrow\">\u2192<\/div>\r\n      <div class=\"vmdm-app__flow-box vmdm-app__flow-box--accent\">\r\n        <p class=\"vmdm-app__flow-label\" style=\"color:#FDA300;\">Armonice<\/p>\r\n        <p class=\"vmdm-app__flow-title\" style=\"color:#ffffff;\">Normalizar<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-app__flow-arrow\">\u2192<\/div>\r\n      <div class=\"vmdm-app__flow-box\">\r\n        <p class=\"vmdm-app__flow-label\" style=\"color:#8a93a0;\">Resultado<\/p>\r\n        <p class=\"vmdm-app__flow-title\" style=\"color:#ffffff;\">Disco de Oro<\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-app__flow-arrow\">\u2192<\/div>\r\n      <div class=\"vmdm-app__flow-box vmdm-app__flow-box--accent\">\r\n        <p class=\"vmdm-app__flow-label\" style=\"color:#FDA300;\">Integridad<\/p>\r\n        <p class=\"vmdm-app__flow-title\" style=\"color:#ffffff;\">Govern, Ongoing<\/p>\r\n      <\/div>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-app__grid\">\r\n      <div class=\"vmdm-app__card\">\r\n        <span class=\"vmdm-app__card-badge\" style=\"color:#FDA300;\">Harmonize &middot; Patented<\/span>\r\n        <h3 style=\"color:#ffffff;\" id=\"normalizes-legacy-master-data\">Normalizes legacy master data<\/h3>\r\n        <ul>\r\n          <li>Deduplicates records across ERP systems and sites<\/li>\r\n          <li>Structures loose, unstructured product descriptions into defined fields<\/li>\r\n          <li>Categorizes records against accepted taxonomies (UNSPSC, eClass, and others)<\/li>\r\n          <li>Enriches missing technical specifications and identifiers<\/li>\r\n          <li>Synchronizes records across every connected system<\/li>\r\n        <\/ul>\r\n      <\/div>\r\n      <div class=\"vmdm-app__card\">\r\n        <span class=\"vmdm-app__card-badge\" style=\"color:#FDA300;\">Integridad<\/span>\r\n        <h3 style=\"color:#ffffff;\" id=\"governs-master-data-records\">Governs master data records<\/h3>\r\n        <ul>\r\n          <li>Validates new records against completeness and correctness rules before approval<\/li>\r\n          <li>Configurable approval workflows define who reviews and at what threshold<\/li>\r\n          <li>Continuously monitors live records for attribute drift and duplicate creation<\/li>\r\n          <li>Flags quality degradation for review as an ongoing system state, not a periodic project<\/li>\r\n        <\/ul>\r\n      <\/div>\r\n    <\/div>\r\n    <p class=\"vmdm-app__note\" style=\"color:#8a93a0;\">Always compatible with SAP MDG and other major ERP systems.<\/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-b9ddaf5 e-flex e-con-boxed e-con e-parent\" data-id=\"b9ddaf5\" 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-734eabf elementor-widget elementor-widget-html\" data-id=\"734eabf\" 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     MDM SUITE PAGE REDESIGN :: SECTION 5 \/ 9 : AI AGENTS\r\n     6 agents confirmed from live site nav (SpareSeek AI and ObsoCheck AI are\r\n     separate pages, not the single combined agent project knowledge described).\r\n============================================================ -->\r\n<div class=\"vmdm-agents\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-agents{font-family:'Open Sans',Arial,sans-serif;background:#fff;color:#1A2434;box-sizing:border-box;}\r\n  .vmdm-agents *{box-sizing:border-box;}\r\n  .vmdm-agents__inner{max-width:1140px;margin:0 auto;padding:64px 24px;}\r\n  .vmdm-agents__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FA841A !important;margin:0 0 14px;}\r\n  .vmdm-agents__lead{font-size:16.5px;line-height:1.62;color:#48505e !important;max-width:74ch;margin:0 0 40px;}\r\n  .vmdm-agents__grid{display:grid;grid-template-columns:repeat(3,1fr);gap:20px;}\r\n  .vmdm-agents__card{border:1px solid #E1E3E7;border-radius:12px;padding:24px 22px;background:#fafbfc;text-decoration:none;display:block;transition:border-color .15s ease, transform .15s ease;}\r\n  .vmdm-agents__card:hover{border-color:#FA841A;transform:translateY(-3px);}\r\n  .vmdm-agents__card h3{font-family:'Roboto Slab',Georgia,serif;font-size:17.5px;color:#1A2434 !important;margin:0 0 8px;}\r\n  .vmdm-agents__card p{margin:0;font-size:14px;line-height:1.55;color:#48505e !important;}\r\n  .vmdm-agents__card .arrow{color:#FA841A !important;font-weight:700;font-size:13px;margin-top:10px;display:inline-block;}\r\n  @media(max-width:860px){.vmdm-agents__grid{grid-template-columns:1fr 1fr;}}\r\n  @media(max-width:560px){.vmdm-agents__grid{grid-template-columns:1fr;}}\r\n  <\/style>\r\n  <div class=\"vmdm-agents__inner\">\r\n    <div class=\"vmdm-agents__eyebrow\" style=\"color:#FA841A;\">Agentes de IA<\/div>\r\n    <h2 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:30px;line-height:1.2;color:#1A2434;margin:0 0 16px;max-width:24ch;\" id=\"six-agents-each-a-discrete-capability\">Six agents, each a discrete capability<\/h2>\r\n    <p class=\"vmdm-agents__lead\" style=\"color:#48505e;\">Every agent runs a specific, bounded task inside the platform. Approved outputs write back to your ERP or CMMS after human sign-off, never automatically.<\/p>\r\n    <div class=\"vmdm-agents__grid\">\r\n      <a href=\"https:\/\/www.verdantis.com\/automated-ai-enrichment-data-cleansing\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"autoenrich-ai\">AutoEnrich AI<\/h3>\r\n        <p style=\"color:#48505e;\">Queries public registries and OEM documentation to fill missing attributes in spare parts and materials records, without manual lookup.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n      <a href=\"https:\/\/www.verdantis.com\/attribute-extraction-data-mapping-automated-specification\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"autospecs\">AutoSpecs<\/h3>\r\n        <p style=\"color:#48505e;\">Extracts structured technical attributes from free-text descriptions, turning \"PUMP CENTRIF 316SS 50HP\" into a standardized, queryable record.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n      <a href=\"https:\/\/www.verdantis.com\/intelligent-document-processing\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"autodoc\">AutoDoc<\/h3>\r\n        <p style=\"color:#48505e;\">Uses OCR and NLP to pull structured master data straight out of PDFs, contracts, purchase orders, and OEM manuals.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n      <a href=\"https:\/\/www.verdantis.com\/ai-multilingual-translation\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"autotrans\">AutoTrans<\/h3>\r\n        <p style=\"color:#48505e;\">Normalizes and governs data records across languages, so a record created in German meets the same standard as one created in English.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n      <a href=\"https:\/\/www.verdantis.com\/master-data-management\/spare-seek-ai\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"spareseek-ai\">SpareSeek AI<\/h3>\r\n        <p style=\"color:#48505e;\">Identifies spare parts and recommends alternate options, with vendor names and cost, when the original is hard to source.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n      <a href=\"https:\/\/www.verdantis.com\/parts-obsolescence-management\/\" class=\"vmdm-agents__card\">\r\n        <h3 style=\"color:#1A2434;\" id=\"obsocheck-ai\">ObsoCheck IA<\/h3>\r\n        <p style=\"color:#48505e;\">Detects parts discontinued by the manufacturer and surfaces certified replacement alternatives before they cause an unplanned stoppage.<\/p>\r\n        <span class=\"arrow\" style=\"color:#FA841A;\">M\u00e1s informaci\u00f3n \u2192<\/span>\r\n      <\/a>\r\n    <\/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-99ff935 e-flex e-con-boxed e-con e-parent\" data-id=\"99ff935\" 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-b1b5a59 elementor-widget elementor-widget-html\" data-id=\"b1b5a59\" 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     MDM SUITE PAGE REDESIGN :: SECTION 6 \/ 9 : DATA DOMAINS COVERED\r\n============================================================ -->\r\n<div class=\"vmdm-dom\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-dom{font-family:'Open Sans',Arial,sans-serif;background:#F4F7FB;color:#1A2434;box-sizing:border-box;}\r\n  .vmdm-dom *{box-sizing:border-box;}\r\n  .vmdm-dom__inner{max-width:1140px;margin:0 auto;padding:64px 24px;}\r\n  .vmdm-dom__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FA841A !important;margin:0 0 14px;}\r\n  .vmdm-dom__lead{font-size:16.5px;line-height:1.62;color:#48505e !important;max-width:74ch;margin:0 0 36px;}\r\n  .vmdm-dom__grid{display:grid;grid-template-columns:repeat(2,1fr);gap:18px;margin-bottom:28px;}\r\n  .vmdm-dom__card{background:#fff;border:1px solid #E1E3E7;border-radius:12px;padding:22px 24px;}\r\n  .vmdm-dom__card h3{font-family:'Roboto Slab',Georgia,serif;font-size:17px;color:#024089 !important;margin:0 0 8px;}\r\n  .vmdm-dom__card p{margin:0;font-size:14px;line-height:1.58;color:#48505e !important;}\r\n  .vmdm-dom__card a{color:#004DA9 !important;font-weight:600;text-decoration:none;border-bottom:1px solid #cfe0f2;}\r\n  .vmdm-dom__hygiene{font-size:13.5px;color:#6b7280 !important;line-height:1.6;padding-top:12px;border-top:1px solid #E1E3E7;}\r\n  @media(max-width:760px){.vmdm-dom__grid{grid-template-columns:1fr;}}\r\n  <\/style>\r\n  <div class=\"vmdm-dom__inner\">\r\n    <div class=\"vmdm-dom__eyebrow\" style=\"color:#FA841A;\">Domain Coverage<\/div>\r\n    <h2 style=\"font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:30px;line-height:1.2;color:#1A2434;margin:0 0 16px;max-width:26ch;\" id=\"purpose-built-for-the-domains-generic-mdm-treats-as-an-afterthought\">Purpose-built for the domains generic MDM treats as an afterthought<\/h2>\r\n    <p class=\"vmdm-dom__lead\" style=\"color:#48505e;\">Materials and equipment data specifically, indirect materials and MRO, are the hardest domains for traditional MDM platforms to handle. This is where the specialization lives.<\/p>\r\n    <div class=\"vmdm-dom__grid\">\r\n      <div class=\"vmdm-dom__card\">\r\n        <h3 style=\"color:#024089;\" id=\"material-master-data\">Datos maestros de materiales<\/h3>\r\n        <p style=\"color:#48505e;\">Direct, indirect, and packaging materials. Processes unstructured descriptions with Agentic AI enrichment, categorizes against accepted taxonomies, and extracts structured technical specifications. <a href=\"https:\/\/www.verdantis.com\/materials-master-data-management\/\" style=\"color:#004DA9;\">Learn more<\/a><\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-dom__card\">\r\n        <h3 style=\"color:#024089;\" id=\"equipment-asset-master-data\">Equipment \/ Asset Master Data<\/h3>\r\n        <p style=\"color:#48505e;\">Fixed and movable asset data, including asset hierarchy and parent-child relationships. Advanced implementations map every spare part to the assets it's used on via Asset BOMs. <a href=\"https:\/\/www.verdantis.com\/asset-master-data-management\/\" style=\"color:#004DA9;\">Learn more<\/a><\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-dom__card\">\r\n        <h3 style=\"color:#024089;\" id=\"supplier-master-data\">Datos maestros de proveedores<\/h3>\r\n        <p style=\"color:#48505e;\">Rationalizes vendor names, enriches records with parent entity and subsidiary structures, tax IDs, and standardized addresses. Links materials to preferred and non-preferred suppliers. <a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\" style=\"color:#004DA9;\">Learn more<\/a><\/p>\r\n      <\/div>\r\n      <div class=\"vmdm-dom__card\">\r\n        <h3 style=\"color:#024089;\" id=\"customer-master-data\">Datos maestros de clientes<\/h3>\r\n        <p style=\"color:#48505e;\">Industrial-grade customer data, integrated with material, supplier, and asset records for a full operational view, with third-party enrichment for firmographics. <a href=\"https:\/\/www.verdantis.com\/customer-master-data-management\/\" style=\"color:#004DA9;\">Learn more<\/a><\/p>\r\n      <\/div>\r\n    <\/div>\r\n    <p class=\"vmdm-dom__hygiene\" style=\"color:#6b7280;\">Also supported: Services master data, Finance master, and Transportation master, for organizations that need broader coverage alongside their industrial domains.<\/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-df30d30 e-flex e-con-boxed e-con e-parent\" data-id=\"df30d30\" 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-da7df2c elementor-widget elementor-widget-html\" data-id=\"da7df2c\" 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     MDM SUITE PAGE REDESIGN :: SECTION 7 \/ 9 : PROOF\r\n     Uses only verified standing facts. No MDM-specific percentage-improvement\r\n     stats are cited here since none are sourced in approved project materials -\r\n     see the case study link for client-specific proof instead.\r\n============================================================ -->\r\n<div class=\"vmdm-proof\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-proof{width:100vw;margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw);background:#1A2434;font-family:'Open Sans',Arial,sans-serif;color:#fff;box-sizing:border-box;}\r\n  .vmdm-proof *{box-sizing:border-box;}\r\n  .vmdm-proof__inner{max-width:1140px;margin:0 auto;padding:56px 24px;text-align:center;}\r\n  .vmdm-proof__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FDA300 !important;margin:0 0 14px;}\r\n  .vmdm-proof h2{font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:28px;line-height:1.2;color:#ffffff !important;margin:0 auto 32px;max-width:26ch;}\r\n  .vmdm-proof__stats{display:grid;grid-template-columns:repeat(4,1fr);gap:0;border:1px solid rgba(255,255,255,.16);border-radius:12px;overflow:hidden;margin-bottom:32px;}\r\n  .vmdm-proof__stat{padding:24px 18px;border-right:1px solid rgba(255,255,255,.16);}\r\n  .vmdm-proof__stat:last-child{border-right:none;}\r\n  .vmdm-proof__stat .num{font-family:'Roboto Slab',Georgia,serif;font-size:30px;font-weight:800;color:#FDA300 !important;}\r\n  .vmdm-proof__stat .lbl{font-size:12.5px;color:#c3cbd9 !important;margin-top:6px;line-height:1.4;}\r\n  .vmdm-proof__link{color:#FFC619 !important;font-weight:700;text-decoration:none;font-size:15px;}\r\n  .vmdm-proof__link:hover{text-decoration:underline;}\r\n  @media(max-width:720px){.vmdm-proof__stats{grid-template-columns:1fr 1fr;}.vmdm-proof__stat{border-bottom:1px solid rgba(255,255,255,.16);}}\r\n  <\/style>\r\n  <div class=\"vmdm-proof__inner\">\r\n    <div class=\"vmdm-proof__eyebrow\" style=\"color:#FDA300;\">Proven at Scale<\/div>\r\n    <h2 style=\"color:#ffffff;\" id=\"purpose-built-not-a-science-project\">Purpose-built, not a science project<\/h2>\r\n    <div class=\"vmdm-proof__stats\">\r\n      <div class=\"vmdm-proof__stat\"><div class=\"num\" style=\"color:#FDA300;\">200+<\/div><div class=\"lbl\" style=\"color:#c3cbd9;\">Implementations<\/div><\/div>\r\n      <div class=\"vmdm-proof__stat\"><div class=\"num\" style=\"color:#FDA300;\">25+<\/div><div class=\"lbl\" style=\"color:#c3cbd9;\">Years in business<\/div><\/div>\r\n      <div class=\"vmdm-proof__stat\"><div class=\"num\" style=\"color:#FDA300;\">1 wk<\/div><div class=\"lbl\" style=\"color:#c3cbd9;\">Typical time to operational<\/div><\/div>\r\n      <div class=\"vmdm-proof__stat\"><div class=\"num\" style=\"color:#FDA300;\">Patented<\/div><div class=\"lbl\" style=\"color:#c3cbd9;\">Harmonize normalization engine<\/div><\/div>\r\n    <\/div>\r\n    <a href=\"https:\/\/www.verdantis.com\/master-data-case-studies\/\" class=\"vmdm-proof__link\" style=\"color:#FFC619;\">See how Fortune 500 and Global 2000 teams use MDM Suite &rarr;<\/a>\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-94d444f e-flex e-con-boxed e-con e-parent\" data-id=\"94d444f\" 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-2e29d35 elementor-widget elementor-widget-html\" data-id=\"2e29d35\" 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     MDM SUITE PAGE REDESIGN :: SECTION 8 \/ 9 : FAQ\r\n============================================================ -->\r\n<div class=\"vmdm-faq\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-faq{font-family:'Open Sans',Arial,sans-serif;background:#fff;color:#1A2434;box-sizing:border-box;}\r\n  .vmdm-faq *{box-sizing:border-box;}\r\n  .vmdm-faq__inner{max-width:900px;margin:0 auto;padding:64px 24px;}\r\n  .vmdm-faq__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FA841A !important;margin:0 0 14px;text-align:center;}\r\n  .vmdm-faq h2{font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:28px;line-height:1.2;color:#1A2434 !important;margin:0 auto 36px;text-align:center;}\r\n  .vmdm-faq__item{border-bottom:1px solid #E1E3E7;padding:20px 0;}\r\n  .vmdm-faq__item:first-child{padding-top:0;}\r\n  .vmdm-faq__q{font-family:'Roboto Slab',Georgia,serif;font-size:16.5px;font-weight:700;color:#1A2434 !important;margin:0 0 8px;}\r\n  .vmdm-faq__a{margin:0;font-size:15px;line-height:1.6;color:#48505e !important;}\r\n  <\/style>\r\n  <div class=\"vmdm-faq__inner\">\r\n    <div class=\"vmdm-faq__eyebrow\" style=\"color:#FA841A;\">PREGUNTAS FRECUENTES<\/div>\r\n    <h2 style=\"color:#1A2434;\" id=\"questions-we-hear-most\">Questions we hear most<\/h2>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">What's the actual difference between Harmonize and Integrity?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Harmonize cleans up the legacy data you already have. Integrity stops new bad data from entering the system going forward. Most clients run both; Harmonize alone is available if that's all you need.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">\u00bfCu\u00e1nto tiempo lleva la implementaci\u00f3n?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Verdantis MDM Suite is plug-and-play, and is typically operational within the first week of setup, a fraction of the months generic MDM platforms need to configure for industrial data.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">Does this work with SAP?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Yes. Integrity is built to be compatible with SAP MDG and other major ERP systems, so governance rules apply on top of the system you already run, not instead of it.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">What is a \"golden record\"?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">The single, deduplicated, fully enriched version of a record, materials, equipment, suppliers, that every system references instead of each holding its own conflicting copy.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">Why not just use a generic MDM platform?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Generic platforms ship with a rule-based dictionary built for retail and consumer data. Industrial domains like MRO and indirect materials need months of manual configuration before they're usable. Verdantis is trained on that data from day one.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">What data domains are covered?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Materials and equipment\/asset data are the primary specialization, alongside supplier and customer master data. Services, finance, and transportation master data are also supported.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">Do the AI agents write directly to my ERP?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">No. Every agent recommends an action, an enrichment, a substitute part, a flagged duplicate, and a human approves it before anything writes back to the ERP or CMMS.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">Is Harmonize actually patented, or is that marketing language?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Harmonize is a patented normalization solution. It's a legitimate technical differentiator, not a loosely used claim.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">Can this handle data in multiple languages?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Yes, via the AutoTrans agent, which normalizes and governs records across languages so a record created in German meets the same completeness standard as one created in English.<\/p>\r\n    <\/div>\r\n\r\n    <div class=\"vmdm-faq__item\">\r\n      <p class=\"vmdm-faq__q\" style=\"color:#1A2434;\">What happens to duplicate supplier records, like \"GE\" versus \"General Electric\"?<\/p>\r\n      <p class=\"vmdm-faq__a\" style=\"color:#48505e;\">Harmonize's semantic matching recognizes corporate hierarchies and entity equivalences, going beyond simple fuzzy text matching to consolidate records like these automatically.<\/p>\r\n    <\/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-e56c187 e-flex e-con-boxed e-con e-parent\" data-id=\"e56c187\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f87922c elementor-widget elementor-widget-html\" data-id=\"f87922c\" 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     MDM SUITE PAGE REDESIGN :: SECTION 9 \/ 9 : FINAL CTA\r\n     LEFT COLUMN ONLY, form-ready. Place in Column 1 of a 2-column Elementor\r\n     Section. Set the Section's background to Navy #1A2434. Column 2: add a\r\n     native Elementor Form widget directly, matching the \"Book a Consultation\"\r\n     form the current page already uses.\r\n============================================================ -->\r\n<div class=\"vmdm-cta\">\r\n  <style>\r\n  @import url('https:\/\/fonts.googleapis.com\/css2?family=Open+Sans:wght@400;600;700;800&family=Roboto+Slab:wght@600;700;800&display=swap');\r\n  .vmdm-cta{font-family:'Open Sans',Arial,sans-serif;color:#fff;box-sizing:border-box;}\r\n  .vmdm-cta *{box-sizing:border-box;}\r\n  .vmdm-cta__inner{width:100%;padding:48px 0;}\r\n  .vmdm-cta__eyebrow{font-size:13px;font-weight:700;letter-spacing:.1em;text-transform:uppercase;color:#FDA300 !important;margin:0 0 14px;}\r\n  .vmdm-cta h2{font-family:'Roboto Slab',Georgia,serif;font-weight:800;font-size:30px;line-height:1.2;color:#ffffff !important;margin:0 0 16px;max-width:18ch;}\r\n  .vmdm-cta__sub{font-size:16px;line-height:1.6;color:#c3cbd9 !important;margin:0 0 24px;}\r\n  .vmdm-cta__list{margin:0;padding:0;list-style:none;}\r\n  .vmdm-cta__list li{position:relative;padding:0 0 12px 24px;font-size:14.5px;line-height:1.5;color:#c3cbd9 !important;}\r\n  .vmdm-cta__list li:last-child{padding-bottom:0;}\r\n  .vmdm-cta__list li::before{content:\"\";position:absolute;left:0;top:6px;width:10px;height:10px;border-radius:3px;background:#FA841A;}\r\n  <\/style>\r\n  <div class=\"vmdm-cta__inner\">\r\n    <div class=\"vmdm-cta__eyebrow\" style=\"color:#FDA300;\">Get Started<\/div>\r\n    <h2 style=\"color:#ffffff;\" id=\"see-it-on-your-own-data\">See it on your own data<\/h2>\r\n    <p class=\"vmdm-cta__sub\" style=\"color:#c3cbd9;\">Book a non-obligatory consultation with our delivery team. Bring a sample of your own material or asset data, and we'll walk through exactly what Harmonize and Integrity would surface.<\/p>\r\n    <ul class=\"vmdm-cta__list\">\r\n      <li style=\"color:#c3cbd9;\">Free proof of concept on your own sample data<\/li>\r\n      <li style=\"color:#c3cbd9;\">No obligation, no sales pitch<\/li>\r\n      <li style=\"color:#c3cbd9;\">Delivery team walkthrough, not a scripted demo<\/li>\r\n    <\/ul>\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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Verdantis MDM Suite Master data management purpose-built for industrial materials Verdantis MDM Suite normalizes, enriches, and governs material, equipment, supplier, and customer master data, built for production-intensive operations, not adapted from a generic MDM platform. Plug-and-play, operational within the first week of setup. Get a Free Demo &rarr; See how it works &darr; Used by [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-46920","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/pages\/46920","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/comments?post=46920"}],"version-history":[{"count":5,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/pages\/46920\/revisions"}],"predecessor-version":[{"id":46947,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/pages\/46920\/revisions\/46947"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/media?parent=46920"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}