{"id":34762,"date":"2025-07-21T16:08:31","date_gmt":"2025-07-21T10:38:31","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=34762"},"modified":"2026-02-02T13:37:18","modified_gmt":"2026-02-02T08:07:18","slug":"estrategias-de-gobernanza-de-datos-maestros","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/es\/estrategias-de-gobernanza-de-datos-maestros\/","title":{"rendered":"Gu\u00eda de estrategias de gobernanza de datos maestros"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"34762\" class=\"elementor elementor-34762\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24e3f1b e-flex e-con-boxed e-con e-parent\" data-id=\"24e3f1b\" 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-ab1cd64 elementor-widget elementor-widget-text-editor\" data-id=\"ab1cd64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"338\" data-end=\"615\">Reconozc\u00e1moslo: los datos empresariales crecen r\u00e1pidamente, y no siempre en la direcci\u00f3n correcta. En las grandes organizaciones, sobre todo en los sectores que hacen un uso intensivo de los activos, como el qu\u00edmico, el manufacturero, el del petr\u00f3leo y el gas, y el de los servicios p\u00fablicos, la calidad de los datos maestros puede, en silencio, determinar el \u00e9xito o el fracaso de las operaciones.<\/p><p data-start=\"544\" data-end=\"927\">En sectores como el del petr\u00f3leo y el gas, los productos qu\u00edmicos, los servicios p\u00fablicos y la fabricaci\u00f3n pesada, donde los datos de mantenimiento, reparaci\u00f3n y operaciones (MRO) abarcan millones de registros en todos los sistemas, los datos err\u00f3neos no son s\u00f3lo una molestia, sino una costosa responsabilidad.<\/p><p data-start=\"544\" data-end=\"927\">Los datos deficientes sobre piezas de repuesto, los registros duplicados de proveedores o los c\u00f3digos de material no coincidentes erosionan silenciosamente la eficiencia, alteran los programas de mantenimiento e inflan los costes.<\/p><p data-start=\"929\" data-end=\"1106\">Ah\u00ed es donde entra en juego una s\u00f3lida Gobernanza de Datos Maestros (GDM), no s\u00f3lo como pol\u00edtica o funci\u00f3n de TI, sino como base fundamental para la resiliencia operativa y la agilidad digital.<\/p><p data-start=\"929\" data-end=\"1106\">Y todo comienza con un s\u00f3lido <a href=\"https:\/\/www.verdantis.com\/what-is-master-data-management\/\">Gesti\u00f3n de datos maestros (MDM) <\/a>en su lugar. Al establecer una \u00fanica fuente de informaci\u00f3n fiable en todos los sistemas ERP, GMAO y de aprovisionamiento, MDM garantiza la coherencia, reduce la duplicaci\u00f3n y permite tomar decisiones precisas en todo el ciclo de vida de los activos, desde la planificaci\u00f3n hasta el mantenimiento y m\u00e1s all\u00e1.<\/p>\t\t\t\t\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-ee33a72 e-flex e-con-boxed e-con e-parent\" data-id=\"ee33a72\" 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-0bc41eb elementor-widget elementor-widget-text-editor\" data-id=\"0bc41eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/www.verdantis.com\/master-data-governance\/\">La Gobernanza de Datos Maestros (GDM) es la disciplina<\/a> que garantiza que los datos cr\u00edticos para la empresa -como materiales, proveedores, clientes, activos y productos- sean precisos, completos, normalizados y est\u00e9n alineados en todas las unidades de negocio y sistemas.<\/p><p>Aplicar las estrategias adecuadas de los ODM ya no es una buena pr\u00e1ctica, sino una necesidad fundamental para el \u00e9xito sostenible de las empresas.<\/p>\t\t\t\t\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-f49e5ed e-flex e-con-boxed e-con e-parent\" data-id=\"f49e5ed\" 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-80584d6 elementor-widget elementor-widget-heading\" data-id=\"80584d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"from-mess-to-method-what-is-master-data-governance-mdg\">Del desorden al m\u00e9todo: \u00bfQu\u00e9 es la gobernanza de datos maestros?<\/h2>\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-c1d8a43 e-flex e-con-boxed e-con e-parent\" data-id=\"c1d8a43\" 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-de22fd0 elementor-widget elementor-widget-text-editor\" data-id=\"de22fd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1176\" data-end=\"1341\">En esencia, la gobernanza de datos maestros es la pr\u00e1ctica de definir c\u00f3mo gestiona y controla su organizaci\u00f3n los datos empresariales clave, a trav\u00e9s de las personas, los sistemas y los procesos.<\/p><p data-start=\"1343\" data-end=\"1353\">Abarca:<\/p><ul data-start=\"1354\" data-end=\"1563\"><li data-start=\"1354\" data-end=\"1375\"><p data-start=\"1356\" data-end=\"1375\">\u00bfQui\u00e9n posee qu\u00e9 datos?<\/p><\/li><li data-start=\"1376\" data-end=\"1447\"><p data-start=\"1378\" data-end=\"1447\">\u00bfCu\u00e1les son las normas, convenciones de nomenclatura y taxonom\u00edas que hay que seguir?<\/p><\/li><li data-start=\"1448\" data-end=\"1493\"><p data-start=\"1450\" data-end=\"1493\">\u00bfC\u00f3mo se crean, modifican y retiran los datos?<\/p><\/li><li data-start=\"1494\" data-end=\"1563\"><p data-start=\"1496\" data-end=\"1563\">\u00bfC\u00f3mo garantizar la coherencia entre sistemas (ERP, GMAO, PLM, etc.)?<\/p><\/li><\/ul><p data-start=\"1565\" data-end=\"1700\">Puede parecer b\u00e1sico, pero sin una estrategia definida, incluso la implantaci\u00f3n m\u00e1s costosa de un ERP puede descarrilar por simples problemas de datos.<\/p>\t\t\t\t\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-c412f81 e-grid e-con-boxed e-con e-parent\" data-id=\"c412f81\" 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-47794ce elementor-widget elementor-widget-text-editor\" data-id=\"47794ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1129\" data-end=\"1289\">La gobernanza de datos maestros es un enfoque estructurado que define c\u00f3mo una organizaci\u00f3n crea, modifica, utiliza y mantiene sus datos empresariales b\u00e1sicos. Incluye:<\/p><ul data-start=\"1291\" data-end=\"1705\"><li data-start=\"1291\" data-end=\"1378\"><p data-start=\"1293\" data-end=\"1378\"><strong data-start=\"1293\" data-end=\"1319\">Pol\u00edticas y normas<\/strong> - Convenciones de denominaci\u00f3n, reglas de campo, requisitos de taxonom\u00eda<\/p><\/li><li data-start=\"1379\" data-end=\"1455\"><p data-start=\"1381\" data-end=\"1455\"><strong data-start=\"1381\" data-end=\"1394\">Procesos<\/strong> - C\u00f3mo se crean, validan, aprueban y mantienen los datos<\/p><\/li><li data-start=\"1456\" data-end=\"1530\"><p data-start=\"1458\" data-end=\"1530\"><strong data-start=\"1458\" data-end=\"1488\">Funciones y responsabilidades<\/strong> - Propietarios, administradores y solicitantes de datos<\/p><\/li><li data-start=\"1531\" data-end=\"1629\"><p data-start=\"1533\" data-end=\"1629\"><strong data-start=\"1533\" data-end=\"1559\">Herramientas y tecnolog\u00edas<\/strong> - Plataformas que automatizan las tareas de gobernanza y permiten la colaboraci\u00f3n<\/p><\/li><li data-start=\"1630\" data-end=\"1705\"><p data-start=\"1632\" data-end=\"1705\"><strong data-start=\"1632\" data-end=\"1654\">M\u00e9tricas y auditor\u00edas<\/strong> - Medir y mejorar la calidad de los datos a lo largo del tiempo<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e4b0a7 elementor-widget elementor-widget-image\" data-id=\"4e4b0a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"634\" height=\"554\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/MDG-Strategies.png\" class=\"attachment-large size-large wp-image-34850\" alt=\"Una imagen que muestra las principales caracter\u00edsticas de la Gobernanza de Datos Maestros\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/MDG-Strategies.png 634w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/MDG-Strategies-300x262.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/MDG-Strategies-14x12.png 14w\" sizes=\"(max-width: 634px) 100vw, 634px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-3fdd354 e-flex e-con-boxed e-con e-parent\" data-id=\"3fdd354\" 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-00466c0 elementor-widget elementor-widget-heading\" data-id=\"00466c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"the-real-world-costs-of-not-having-a-governance-strategy\">Los costes reales de no tener una estrategia de gobernanza<\/h2>\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-22001db e-flex e-con-boxed e-con e-parent\" data-id=\"22001db\" 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-67954be elementor-widget elementor-widget-text-editor\" data-id=\"67954be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1768\" data-end=\"1829\">Esto es lo que realmente parece una mala gobernanza sobre el terreno:<\/p><ul data-start=\"1830\" data-end=\"2127\"><li data-start=\"1830\" data-end=\"1890\"><p data-start=\"1832\" data-end=\"1890\"><strong data-start=\"1832\" data-end=\"1872\">Dos entradas para el mismo n\u00famero de pieza<\/strong> \u2192 Pides las dos cosas.<\/p><\/li><li data-start=\"1891\" data-end=\"1977\"><p data-start=\"1893\" data-end=\"1977\"><strong data-start=\"1893\" data-end=\"1924\">Faltan especificaciones de piezas<\/strong> \u2192 Los t\u00e9cnicos pierden horas verificando detalles in situ.<\/p><\/li><li data-start=\"1978\" data-end=\"2037\"><p data-start=\"1980\" data-end=\"2037\"><strong data-start=\"1980\" data-end=\"2006\">Datos de proveedores poco fiables<\/strong> \u2192 Se cuela el gasto inconformista.<\/p><\/li><li data-start=\"2038\" data-end=\"2127\"><p data-start=\"2040\" data-end=\"2127\"><strong data-start=\"2040\" data-end=\"2077\">Se retrasan las actualizaciones de ERP como S\/4HANA<\/strong> \u2192 Porque tus datos maestros no est\u00e1n preparados para la migraci\u00f3n.<\/p><\/li><\/ul>\t\t\t\t\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-fa7ab11 e-flex e-con-boxed e-con e-parent\" data-id=\"fa7ab11\" 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-ac0eb37 elementor-blockquote--skin-boxed elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"ac0eb37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tUn estudio de Gartner revela que la mala calidad de los datos cuesta a las organizaciones una media de $12,9 millones al a\u00f1o, mientras que nuestra propia investigaci\u00f3n interna en Verdantis muestra que los costes de adquisici\u00f3n de MRO pueden inflarse entre 20 y 35% debido a registros duplicados o inexactos.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\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-10186f9 e-flex e-con-boxed e-con e-parent\" data-id=\"10186f9\" 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-5e5ea0e elementor-widget elementor-widget-text-editor\" data-id=\"5e5ea0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"0\" data-end=\"442\">Las organizaciones necesitan estrategias de gobernanza de datos maestros (GDM) para mantener la coherencia, precisi\u00f3n y fiabilidad de sus datos empresariales b\u00e1sicos.<\/p><p data-start=\"0\" data-end=\"442\">Sin un marco de gobernanza bien definido, las empresas a menudo se enfrentan a datos incoherentes en sistemas como ERP, CMMS y PLM. Esto da lugar a registros duplicados y contradictorios, especialmente para materiales, proveedores y equipos, lo que genera ineficiencias operativas y confusi\u00f3n entre los departamentos.<\/p><p data-start=\"444\" data-end=\"772\">Un linaje de datos deficiente socava a\u00fan m\u00e1s la fiabilidad de los informes y an\u00e1lisis, lo que dificulta que los directivos conf\u00eden en las perspectivas o tomen decisiones informadas.<\/p><p data-start=\"444\" data-end=\"772\">Estas incoherencias contribuyen directamente a las fugas de costes, a trav\u00e9s del exceso de inventario, el gasto inconstante, las compras incorrectas y las estrategias de aprovisionamiento desajustadas.<\/p><p data-start=\"774\" data-end=\"1328\" data-is-last-node=\"\" data-is-only-node=\"\">En los sectores que hacen un uso intensivo de los activos, como el del petr\u00f3leo y el gas, la energ\u00eda, los servicios p\u00fablicos y la fabricaci\u00f3n, la complejidad y la escala de los datos de MRO (mantenimiento, reparaci\u00f3n y operaciones) pueden hacer que la gobernanza no s\u00f3lo sea importante, sino esencial.<\/p><p data-start=\"774\" data-end=\"1328\" data-is-last-node=\"\" data-is-only-node=\"\">Una estrategia s\u00f3lida de ODM garantiza que los materiales y piezas est\u00e9n estandarizados, sean fiables y est\u00e9n alineados con los sistemas y operaciones de toda la empresa.<\/p>\t\t\t\t\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-8e2d10a e-flex e-con-boxed e-con e-parent\" data-id=\"8e2d10a\" 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-5681d50 elementor-widget elementor-widget-heading\" data-id=\"5681d50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"the-strategic-role-of-master-data-governance\">El papel estrat\u00e9gico de la gesti\u00f3n de datos maestros<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-657cfc6 elementor-widget elementor-widget-text-editor\" data-id=\"657cfc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A medida que las organizaciones navegan por iniciativas digitales complejas y transformaciones en toda la empresa, una capa fundamental a menudo determina el \u00e9xito o el fracaso de estos esfuerzos: los datos maestros.<\/p><p>En las industrias que hacen un uso intensivo de activos, en particular aquellas con grandes vol\u00famenes de materiales MRO (Mantenimiento, Reparaci\u00f3n y Operaciones), un mal gobierno de los datos puede erosionar silenciosamente la eficiencia operativa, inflar los costes y socavar los objetivos estrat\u00e9gicos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96b3ee4 elementor-widget elementor-widget-text-editor\" data-id=\"96b3ee4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sin pr\u00e1cticas s\u00f3lidas de gobernanza de datos:<\/p><ul><li>Los procesos cr\u00edticos se paralizan o se rompen.<\/li><li>Los registros duplicados e incoherentes aumentan la ineficacia.<\/li><li>La toma de decisiones se convierte en reactiva en lugar de proactiva.<\/li><\/ul><p>Incluso en el contexto de transformaciones empresariales m\u00e1s amplias, como las actualizaciones de ERP (por ejemplo, las migraciones a S\/4HANA o la modernizaci\u00f3n de Oracle), la falta de datos maestros bien gestionados puede retrasar considerablemente los plazos del proyecto y a\u00f1adir costes ocultos.<\/p>\t\t\t\t\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-baf863c e-flex e-con-boxed e-con e-parent\" data-id=\"baf863c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-92acecf e-con-full form1 e-flex e-con e-child\" data-id=\"92acecf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-316a696 e-con-full form1 e-flex e-con e-child\" data-id=\"316a696\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-79a411b e-con-full e-flex e-con e-child\" data-id=\"79a411b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-81305d9 elementor-widget elementor-widget-heading\" data-id=\"81305d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Mantener datos maestros fiables en todos los sistemas y partes interesadas<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f92c5 elementor-widget elementor-widget-heading\" data-id=\"d3f92c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Desbloquee el valor empresarial con s\u00f3lidas pr\u00e1cticas de gobierno de datos maestros<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3a2056 e-con-full e-flex e-con e-child\" data-id=\"e3a2056\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f50f83 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"2f50f83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"34762\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"2f50f83\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"The Complete Guide to Master Data Governance Strategies\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"34762\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNombre\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-lg  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-Contact elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Contact\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tN\u00ba de contacto\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[Contact]\" id=\"form-field-Contact\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"S\u00f3lo se aceptan n\u00fameros y caracteres telef\u00f3nicos (#, -, *, etc).\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-Company elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Company\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNombre de la empresa\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[Company]\" id=\"form-field-Company\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tCorreo electr\u00f3nico profesional\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Reservar una consulta<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"es\"\/><\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-674b5b5 elementor-widget elementor-widget-heading\" data-id=\"674b5b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Concierte una llamada de consulta no obligatoria con nuestro equipo de entrega para abordar los retos de la gesti\u00f3n de datos maestros<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-84cdcec e-flex e-con-boxed e-con e-parent\" data-id=\"84cdcec\" 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-ab642e0 elementor-widget elementor-widget-heading\" data-id=\"ab642e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"establishing-a-governance-framework\">Establecer un marco de gobernanza<\/h2>\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-5e7c0c2 e-flex e-con-boxed e-con e-parent\" data-id=\"5e7c0c2\" 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-c503dcc elementor-widget elementor-widget-text-editor\" data-id=\"c503dcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"401\" data-end=\"743\">Un marco de gobernanza de datos es la estructura formal utilizada para gestionar c\u00f3mo se crean, mantienen, acceden y utilizan los datos en una organizaci\u00f3n. Define las funciones, pol\u00edticas, derechos de decisi\u00f3n y procesos de la organizaci\u00f3n para garantizar que los datos maestros sean precisos, coherentes, seguros y est\u00e9n alineados con los objetivos empresariales.<\/p><p data-start=\"745\" data-end=\"789\">En esencia, un marco de gobernanza es ambas cosas:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3a8ce9c e-grid e-con-full e-con e-child\" data-id=\"3a8ce9c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f55173 elementor-widget elementor-widget-text-editor\" data-id=\"1f55173\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong data-start=\"792\" data-end=\"805\">Estrat\u00e9gico<\/strong>: Principios rectores, pol\u00edticas y autoridad decisoria.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3630cbe elementor-widget elementor-widget-text-editor\" data-id=\"3630cbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong data-start=\"870\" data-end=\"885\">Operativo<\/strong>: Responsabilidades cotidianas, flujos de trabajo y mecanismos de aplicaci\u00f3n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4aafdb e-con-full e-flex e-con e-parent\" data-id=\"e4aafdb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4cdfdf1 elementor-widget elementor-widget-heading\" data-id=\"4cdfdf1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Modelos de gobernanza<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a9456c elementor-widget elementor-widget-text-editor\" data-id=\"0a9456c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"274\" data-end=\"607\">No hay dos organizaciones que gestionen los datos exactamente de la misma manera, y esto es especialmente cierto en el caso de dominios de datos maestros complejos como MRO.<\/p><p data-start=\"274\" data-end=\"607\">En funci\u00f3n de la estructura empresarial, la distribuci\u00f3n geogr\u00e1fica, el entorno normativo y la madurez de los datos, las empresas suelen adoptar distintos marcos de gobernanza para lograr el equilibrio adecuado entre control y agilidad.<\/p><p data-start=\"609\" data-end=\"706\">Desglosemos los tres modelos m\u00e1s comunes que rigen el gobierno de los datos maestros empresariales en la actualidad:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c70169 elementor-widget elementor-widget-n-accordion\" data-id=\"0c70169\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Acorde\u00f3n. Abra los enlaces con Intro o Espacio, ci\u00e9rrelos con Escape y navegue con las teclas de flecha.\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1300\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1300\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Gobernanza centralizada <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1300\" class=\"elementor-element elementor-element-0abf7e1 e-con-full e-flex e-con e-child\" data-id=\"0abf7e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-840c3f0 elementor-widget elementor-widget-text-editor\" data-id=\"840c3f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"746\" data-end=\"1093\">En el gobierno centralizado, todas las operaciones de datos maestros -creaci\u00f3n, validaci\u00f3n, enriquecimiento y mantenimiento- corren a cargo de un equipo central, normalmente en la sede corporativa.<\/p><p data-start=\"746\" data-end=\"1093\">Este modelo ofrece un fuerte control y estandarizaci\u00f3n en toda la empresa, por lo que es ideal para organizaciones en las que el cumplimiento, la trazabilidad y la uniformidad son fundamentales.<\/p><p data-start=\"1095\" data-end=\"1422\">La gobernanza centralizada minimiza la duplicaci\u00f3n de datos, refuerza la coherencia y acelera la elaboraci\u00f3n de informes en toda la empresa.<\/p><p data-start=\"1424\" data-end=\"1628\">Sin embargo, este modelo requiere herramientas sofisticadas y automatizaci\u00f3n para evitar cuellos de botella, justo donde entran en juego las plataformas de Verdantis basadas en IA, que permiten la gesti\u00f3n de grandes vol\u00famenes de datos sin sobrecarga manual.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1301\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1301\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Gobernanza federada (descentralizada) <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1301\" class=\"elementor-element elementor-element-1412313 e-con-full e-flex e-con e-child\" data-id=\"1412313\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c06ad1 elementor-widget elementor-widget-text-editor\" data-id=\"1c06ad1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1685\" data-end=\"1987\">En este caso, la gobernanza se comparte entre un equipo central de pol\u00edticas y las unidades de negocio distribuidas. Mientras que la empresa define las normas y el marco de cumplimiento, los equipos regionales o de planta gestionan la ejecuci\u00f3n local, como la incorporaci\u00f3n de piezas de repuesto utilizadas \u00fanicamente en una instalaci\u00f3n espec\u00edfica o la incorporaci\u00f3n de proveedores espec\u00edficos de una regi\u00f3n.<\/p><p data-start=\"1989\" data-end=\"2287\">La propiedad local garantiza una toma de decisiones m\u00e1s r\u00e1pida, especialmente cuando se trata de elementos de MRR espec\u00edficos de la planta o de flujos de trabajo de mantenimiento urgentes. Para garantizar la coherencia, este modelo depende en gran medida de una s\u00f3lida l\u00f3gica de validaci\u00f3n y de comprobaciones de conformidad automatizadas.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1302\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1302\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Gobernanza h\u00edbrida <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1302\" class=\"elementor-element elementor-element-f758d9f e-con-full e-flex e-con e-child\" data-id=\"f758d9f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f496da elementor-widget elementor-widget-text-editor\" data-id=\"3f496da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2580\" data-end=\"2964\">Un modelo h\u00edbrido establece un equilibrio: centraliza los datos de alto impacto y alto riesgo (por ejemplo, bienes de equipo, materiales cr\u00edticos) al tiempo que delega los datos contextuales o a nivel de planta (por ejemplo, repuestos locales, herramientas de mantenimiento) en los equipos regionales.\u00a0<\/p><p data-start=\"2966\" data-end=\"3149\">Por ejemplo, una empresa minera global podr\u00eda gestionar de forma centralizada los datos de los equipos cr\u00edticos para la seguridad con el fin de cumplir la normativa, mientras que las minas individuales gestionan los consumibles locales en funci\u00f3n de las necesidades operativas.<\/p><p data-start=\"3151\" data-end=\"3406\">Lo que hace que la gobernanza h\u00edbrida tenga \u00e9xito es la orquestaci\u00f3n: flujos de trabajo automatizados, sincronizaci\u00f3n inteligente de datos maestros y controles basados en funciones.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6625ba e-flex e-con-boxed e-con e-parent\" data-id=\"c6625ba\" 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-0970657 elementor-widget elementor-widget-heading\" data-id=\"0970657\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Procesos y flujos de trabajo<\/span>\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-78b2ad4 e-flex e-con-boxed e-con e-parent\" data-id=\"78b2ad4\" 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-35949ea elementor-widget elementor-widget-text-editor\" data-id=\"35949ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Los datos de MRO son un reto notorio debido a su volumen, variedad y naturaleza cr\u00edtica para el negocio. Las convenciones de nomenclatura dispares, las especificaciones incompletas y las entradas redundantes son escollos habituales.<\/p><p>Un marco s\u00f3lido de gobernanza del MRR incluye:<\/p><ul><li>Flujos de trabajo de creaci\u00f3n de material controlados<\/li><li>Taxonom\u00edas estructuradas (por ejemplo, UNSPSC, eClass)<\/li><li>Participaci\u00f3n de las partes interesadas en las \u00e1reas de mantenimiento, ingenier\u00eda y compras<\/li><li>Estandarizaci\u00f3n de atributos entre plantas y zonas geogr\u00e1ficas<\/li><\/ul><p>\u00bfCu\u00e1l es el resultado? Mejor visibilidad de las piezas, menores costes de mantenimiento de inventario y mayor capacidad de aprovisionamiento.<\/p>\t\t\t\t\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-5aaf91e e-grid e-con-boxed e-con e-parent\" data-id=\"5aaf91e\" 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-6298f3c elementor-widget elementor-widget-text-editor\" data-id=\"6298f3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"0\" data-end=\"382\">Antes de que cualquier marco de gobernanza de datos pueda tener un impacto real y duradero, debe estar respaldado por procesos estructurados que no s\u00f3lo est\u00e9n definidos, sino que se sigan de forma coherente.<\/p><p data-start=\"0\" data-end=\"382\">Sin flujos de trabajo claros, incluso las mejores pol\u00edticas de datos se desmoronan r\u00e1pidamente en la ejecuci\u00f3n.<\/p><p data-start=\"0\" data-end=\"382\">Esto es especialmente cierto en entornos como la fabricaci\u00f3n, donde los datos de MRR afectan a m\u00faltiples sistemas, departamentos y zonas geogr\u00e1ficas.<\/p><p data-start=\"384\" data-end=\"888\">Dise\u00f1ar procesos de gobernanza significa convertir la estrategia de alto nivel en operaciones cotidianas.<\/p><p data-start=\"384\" data-end=\"888\">Garantiza que cada solicitud de nuevos datos, cada modificaci\u00f3n y cada actividad de limpieza se gestione de forma normalizada y rastreable.<\/p><p data-start=\"890\" data-end=\"954\">He aqu\u00ed lo que debe incluir normalmente un marco de procesos s\u00f3lido:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12012f1 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"12012f1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4038235 elementor-view-framed elementor-position-inline-start elementor-shape-rounded elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4038235\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-pop\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" height=\"512\" viewbox=\"0 0 512 512\" width=\"512\"><path d=\"m414.959 176.336v-36.065c0-38.605-35.284-70.013-78.653-70.013h-20.461c-3.663-26.382-26.367-46.758-53.741-46.758h-12.198c-27.374 0-50.079 20.376-53.741 46.758h-20.461c-43.37 0-78.653 31.407-78.653 70.013v36.062c-26.455 3.661-46.89 26.426-46.89 53.876 0 29.985 24.395 54.38 54.38 54.38h95.425v111.286c0 1.35.362 2.614.986 3.708.001.002-.003.005-.001.007l48.534 85.126c1.334 2.34 3.822 3.785 6.516 3.785s5.181-1.445 6.516-3.785l48.534-85.126c.001-.002-.003-.005-.001-.007.624-1.094.986-2.358.986-3.708v-111.287h95.415c29.991 0 54.39-24.395 54.39-54.38-.002-27.436-20.434-50.198-46.882-53.872zm-183.223 108.252v103.786h-16.77v-103.786zm33.529 0v103.786h-18.529v-103.786zm-9.265 181.269-35.625-62.483h71.249zm41.034-77.483h-16.77v-103.786h16.77zm110.415-118.786h-302.908c-21.714 0-39.38-17.666-39.38-39.38 0-21.72 17.666-39.39 39.39-39.39 4.142 0 7.5-3.357 7.5-7.5v-43.048c0-30.334 28.555-55.013 63.653-55.013h27.444c4.142 0 7.5-3.357 7.5-7.5 0-21.646 17.611-39.258 39.258-39.258h12.198c21.646 0 39.257 17.611 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12.824z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSolicitudes de creaci\u00f3n de datos\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-785284b elementor-view-framed elementor-position-inline-start elementor-shape-rounded elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"785284b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-pop\">\n\t\t\t\t<svg 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elementor-widget elementor-widget-icon-box\" data-id=\"94d6f64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-pop\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Semi_Solid\" viewbox=\"0 0 64 64\"><path d=\"m41 16h-36c-.553 0-1 .448-1 1s.447 1 1 1h36c.553 0 1-.448 1-1s-.447-1-1-1z\"><\/path><path d=\"m41 20h-36c-.553 0-1 .448-1 1s.447 1 1 1h36c.553 0 1-.448 1-1s-.447-1-1-1z\"><\/path><path d=\"m41 24h-36c-.553 0-1 .448-1 1s.447 1 1 1h36c.553 0 1-.448 1-1s-.447-1-1-1z\"><\/path><path d=\"m41 28h-36c-.553 0-1 .448-1 1s.447 1 1 1h36c.553 0 1-.448 1-1s-.447-1-1-1z\"><\/path><path d=\"m36 33c0-.552-.447-1-1-1h-30c-.553 0-1 .448-1 1s.447 1 1 1h30c.553 0 1-.448 1-1z\"><\/path><path d=\"m62 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18-5-5 3-3 2 2 6-6 3 3z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAprobaci\u00f3n de modificaciones\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bf8bd3 elementor-view-framed elementor-position-inline-start elementor-shape-rounded elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8bf8bd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-pop\">\n\t\t\t\t<svg 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2.723-1.745.488-1.064.313-2.315-.449-3.203-6.653-7.606-18.962-22.005-22.978-28.908-5.276-9.07-6.267-18.399-6.267-23.93z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMarcar duplicados\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0a3e4d elementor-view-framed elementor-position-inline-start elementor-shape-rounded elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b0a3e4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div 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obsoletas\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90d9c3c elementor-view-framed elementor-position-inline-start elementor-shape-rounded elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"90d9c3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-pop\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"glyph\" viewbox=\"0 0 64 64\"><path d=\"m27.10999 32.83997c-6.14562-.04825-11.44388 5.07762-11.40994 11.40005-.00003 2.86997 1.06997 5.49997 2.83993 7.49997l1.63-1.62c-5.01744-5.73853-.74816-15.05827 6.94015-14.98992 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1.57198-.0047.42164-.32844.76798-.75011.76798h-3.05421c-.18392 0-.33228.14708-.32931.33097.01048.64867.03024 2.081.0392 2.73832.00246.18066.14996.32009.33064.3193z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRevisiones y auditor\u00edas peri\u00f3dicas\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-354e197 e-flex e-con-boxed e-con e-parent\" data-id=\"354e197\" 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-a2751e7 elementor-widget elementor-widget-heading\" data-id=\"a2751e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Modelos de propiedad y gesti\u00f3n de datos<\/span>\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-a00ee6d e-flex e-con-boxed e-con e-parent\" data-id=\"a00ee6d\" 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-22270b8 elementor-widget elementor-widget-text-editor\" data-id=\"22270b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Una gobernanza eficaz empieza por definir claramente las funciones:<\/p><ul><li><p>Los propietarios de los datos garantizan la alineaci\u00f3n empresarial y la creaci\u00f3n de pol\u00edticas.<\/p><\/li><li><p>Los administradores de datos aplican y mantienen las normas.<\/p><\/li><li><p>Los usuarios finales aportan informaci\u00f3n real para un perfeccionamiento continuo.<\/p><\/li><\/ul><p>Dependiendo de la escala y la complejidad, las organizaciones pueden adoptar modelos de administraci\u00f3n centralizados, federados o h\u00edbridos. En los entornos MRO, la gesti\u00f3n localizada a menudo proporciona una gobernanza sensible al contexto al tiempo que se alinea con las normas corporativas.<\/p>\t\t\t\t\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-43da965 e-flex e-con-boxed e-con e-parent\" data-id=\"43da965\" 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-0e818cc elementor-widget elementor-widget-heading\" data-id=\"0e818cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Establecer pol\u00edticas y normas de gobernanza<\/span>\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-d9b6a59 e-flex e-con-boxed e-con e-parent\" data-id=\"d9b6a59\" 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-0ce1d31 elementor-widget elementor-widget-text-editor\" data-id=\"0ce1d31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"221\" data-end=\"742\">Establecer pol\u00edticas de gobernanza s\u00f3lidas no consiste s\u00f3lo en hacer cumplir las normas, sino tambi\u00e9n en permitir la coherencia entre sistemas, plantas y equipos complejos. En los entornos de MRO, donde los nombres, formatos y estructuras de las piezas pueden variar enormemente, unas normas claras son las que mantienen el buen funcionamiento de las operaciones.<\/p><p data-start=\"221\" data-end=\"742\">De c\u00f3mo <a href=\"https:\/\/www.verdantis.com\/attribute-extraction-data-mapping-automated-specification\/\">las piezas se nombran y categorizan, para garantizar que los atributos cr\u00edticos se capturan en la fuente,<\/a> estas normas garantizan que todas las partes interesadas -ya sea en compras, mantenimiento o inventario- trabajen a partir de una \u00fanica versi\u00f3n de la verdad.<\/p><p data-start=\"744\" data-end=\"1000\">Pero las normas s\u00f3lo funcionan cuando se aplican de forma coherente. Ah\u00ed es donde la mayor\u00eda de las organizaciones tienen problemas. Con una entrada de datos descentralizada, m\u00faltiples sistemas ERP\/CMMS y conflictos de datos heredados, incluso las normas mejor documentadas suelen fallar.<\/p><p data-start=\"1405\" data-end=\"1454\">\u00c1reas clave a definir en las normas de gobernanza:<\/p>\t\t\t\t\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-8b10dd1 e-flex e-con-boxed e-con e-parent\" data-id=\"8b10dd1\" 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-de567da elementor-widget elementor-widget-text-editor\" data-id=\"de567da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-start=\"1456\" data-end=\"1846\"><li data-start=\"1456\" data-end=\"1530\"><p data-start=\"1458\" data-end=\"1530\"><strong data-start=\"1458\" data-end=\"1480\">Convenciones de denominaci\u00f3n<\/strong> (por ejemplo, \"[Tipo] - [Clasificaci\u00f3n] - [Tama\u00f1o]\" para motores)<\/p><\/li><li data-start=\"1531\" data-end=\"1618\"><p data-start=\"1533\" data-end=\"1618\"><strong data-start=\"1533\" data-end=\"1562\">Reglas de atributo obligatorias<\/strong> (por ejemplo, grupo de materiales, UM, n\u00famero de pieza del fabricante)<\/p><\/li><li data-start=\"1619\" data-end=\"1684\"><p data-start=\"1621\" data-end=\"1684\"><strong data-start=\"1621\" data-end=\"1649\">Normas de clasificaci\u00f3n<\/strong> (por ejemplo, eCl@ss, UNSPSC, ISO 8000)<\/p><\/li><li data-start=\"1685\" data-end=\"1775\"><p data-start=\"1687\" data-end=\"1775\"><strong data-start=\"1687\" data-end=\"1717\">L\u00f3gica de prevenci\u00f3n de duplicados<\/strong> (por ejemplo, bloquear guardar si existe Fabricante + N\u00famero de pieza)<\/p><\/li><li data-start=\"1776\" data-end=\"1846\"><p data-start=\"1778\" data-end=\"1846\"><strong data-start=\"1778\" data-end=\"1815\">Propiedad de los datos y v\u00edas de aprobaci\u00f3n<\/strong> (qui\u00e9n puede editar qu\u00e9 y c\u00f3mo)<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76b266f elementor-widget elementor-widget-text-editor\" data-id=\"76b266f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Indicadores clave de rendimiento (KPI) como el \u00edndice de duplicaci\u00f3n, las puntuaciones de integridad de los datos y la duraci\u00f3n del ciclo de solicitud a creaci\u00f3n ayudan a realizar un seguimiento del rendimiento de la gobernanza.<\/p>\t\t\t\t\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-640df66 e-flex e-con-boxed e-con e-parent\" data-id=\"640df66\" 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-d31baa7 elementor-widget elementor-widget-text-editor\" data-id=\"d31baa7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Documentar estas normas es s\u00f3lo el principio. Con la tecnolog\u00eda adecuada, pueden aplicarse autom\u00e1ticamente, garantizando que todos los registros de datos, nuevos o antiguos, cumplan los requisitos de calidad que exigen sus operaciones.<\/p>\t\t\t\t\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-4f81fd6 e-flex e-con-boxed e-con e-parent\" data-id=\"4f81fd6\" 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-84454b3 elementor-widget elementor-widget-heading\" data-id=\"84454b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Gobernanza a gran escala basada en la IA<\/span>\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-ade4b3a e-flex e-con-boxed e-con e-parent\" data-id=\"ade4b3a\" 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-e16329a elementor-widget elementor-widget-text-editor\" data-id=\"e16329a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Los procesos manuales de gobernanza ya no pueden seguir el ritmo de la velocidad y el volumen de los datos empresariales. Las capacidades impulsadas por IA ahora permiten:<\/p><ul><li>Clasificaci\u00f3n y deduplicaci\u00f3n automatizadas<\/li><li>Completar atributos de forma predictiva<\/li><li>B\u00fasqueda y recuperaci\u00f3n inteligentes<\/li><\/ul>\t\t\t\t\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-de74880 e-flex e-con-boxed e-con e-parent\" data-id=\"de74880\" 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-2f7b93f elementor-widget elementor-widget-text-editor\" data-id=\"2f7b93f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>En Verdantis, nuestra soluci\u00f3n hace operativas las normas de gobernanza, tanto si se trata de gestionar registros MRO heredados como de crear nuevos art\u00edculos en plantas globales, nuestra IA garantiza que se sigan las pol\u00edticas con una intervenci\u00f3n manual m\u00ednima.<\/p>\t\t\t\t\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-bbf7494 e-grid e-con-boxed e-con e-parent\" data-id=\"bbf7494\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1423ff4 e-con-full e-flex e-con e-child\" data-id=\"1423ff4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab82c2f elementor-widget elementor-widget-heading\" data-id=\"ab82c2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Integridad - La gobernanza de los datos <br> Producto<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b8a876 elementor-widget elementor-widget-video\" data-id=\"0b8a876\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;MRO Spend Analysis&quot;,&quot;source&quot;:&quot;library&quot;},&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Harmonize-Demo-V2.mp4\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5969ac7 e-con-full e-flex e-con e-child\" data-id=\"5969ac7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e774eba elementor-widget elementor-widget-heading\" data-id=\"e774eba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">AutoEnrich - El agente automatizado de enriquecimiento de datos <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7cc4bb8 elementor-widget elementor-widget-video\" data-id=\"7cc4bb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;Warehouse setting showing real-time work order management and inventory tracking in progress using a manual checklist system.&quot;,&quot;source&quot;:&quot;library&quot;},&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/AutoEnrich-AI.mp4\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f21b7f8 e-flex e-con-boxed e-con e-parent\" data-id=\"f21b7f8\" 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-e114c0b elementor-widget elementor-widget-heading\" data-id=\"e114c0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Impulsar la adopci\u00f3n con la gesti\u00f3n del cambio<\/span>\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-6256aa7 e-flex e-con-boxed e-con e-parent\" data-id=\"6256aa7\" 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-7bb6a7b elementor-widget elementor-widget-text-editor\" data-id=\"7bb6a7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La gobernanza s\u00f3lo es eficaz si la adoptan los usuarios. Las iniciativas de gesti\u00f3n del cambio deben incluir:<\/p><ul><li>Formaci\u00f3n para solicitantes de material y administradores<\/li><li>Habilitaci\u00f3n de usuarios basada en funciones<\/li><li>Comunicaci\u00f3n continua y compromiso de las partes interesadas<\/li><\/ul><p>El patrocinio ejecutivo y los campeones interfuncionales son esenciales para impulsar la alineaci\u00f3n cultural.<\/p>\t\t\t\t\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-590128c e-flex e-con-boxed e-con e-parent\" data-id=\"590128c\" 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-d5fc6c0 elementor-widget elementor-widget-heading\" data-id=\"d5fc6c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Modelo de madurez de la gobernanza y hoja de ruta<\/span>\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-9d7d2ab e-flex e-con-boxed e-con e-parent\" data-id=\"9d7d2ab\" 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-b32bae2 elementor-widget elementor-widget-text-editor\" data-id=\"b32bae2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Las organizaciones pueden evaluar su estado actual y planificar su evoluci\u00f3n utilizando un <strong>modelo de madurez<\/strong>:<\/p><ol><li><strong>Ad Hoc<\/strong>: No hay gobernanza ni normas formales<\/li><li><strong>Definido<\/strong>: Pol\u00edticas b\u00e1sicas y administraci\u00f3n establecidas<\/li><li><strong>Integrado<\/strong>: Gobernanza integrada en los procesos empresariales<\/li><li><strong>Optimizado<\/strong>: Gobernanza autocorrectiva basada en la IA.<\/li><\/ol><p>Una hoja de ruta de gobernanza por fases garantiza una implantaci\u00f3n escalable adaptada a la preparaci\u00f3n de la organizaci\u00f3n.<\/p>\t\t\t\t\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-0b6566d e-flex e-con-boxed e-con e-parent\" data-id=\"0b6566d\" 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-ee0e387 elementor-widget elementor-widget-text-editor\" data-id=\"ee0e387\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A continuaci\u00f3n se enumeran algunos sectores a los que Verdantis presta apoyo con estrategias escalables de gobernanza de datos<\/p>\t\t\t\t\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-0360b57 e-grid e-con-full e-con e-child\" data-id=\"0360b57\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-c16ae40 e-con-full e-flex e-con e-child\" data-id=\"c16ae40\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55719f2 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"55719f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" height=\"512\" viewbox=\"0 0 450 450\" width=\"512\"><g><g><g id=\"XMLID_1_\"><path d=\"m119.1 231.1-36.6 16.7 3.3-32z\"><\/path><path d=\"m162.9 251.1h-62.8l31.4-14.4z\"><\/path><path d=\"m177.2 215.8 3.3 32-36.6-16.7z\"><\/path><path d=\"m172.6 170.3 3 29.3-32.2-15.4z\"><\/path><path d=\"m169.5 208-38 17.4-38-17.4 38-18.1z\"><\/path><path d=\"m119.6 184.2-32.2 15.4 2.9-29.3z\"><\/path><path d=\"m131.5 141.5 34.6 20.5-34.6 16.5-34.6-16.5z\"><\/path><path d=\"m121.4 135.5-29.3 17.4 3.3-32.8z\"><\/path><path d=\"m167.6 120.1 3.3 32.8-29.3-17.4z\"><\/path><path d=\"m163.7 81 2.2 21.8-22.9-11.5z\"><\/path><path d=\"m161.2 111.9-29.7 17.6-29.7-17.6 29.7-14.8z\"><\/path><path d=\"m120 91.3-22.9 11.5 2.2-21.8z\"><\/path><path d=\"m146.3 78.2-14.8 7.4-14.8-7.4z\"><\/path><path d=\"m113.2 36.4c-2.2 3.8-6.8 6.4-11.2 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elementor-size-default\">Energ\u00eda, petr\u00f3leo y gas<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb86273 e-con-full e-flex e-con e-child\" data-id=\"fb86273\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7523977 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"7523977\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\"><g><path d=\"m148.7 50.5h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.8-6.4 14.2-14.2 14.2h-19.9c-7.9 0-14.2-6.4-14.2-14.2v-20c0-7.8 6.4-14.2 14.2-14.2zm53.6 128h27c9.4 0 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1.88l.18-.03c.36-.06.63-.37.63-.74v-3.72c0-.37-.27-.68-.63-.74z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0de65ca elementor-widget elementor-widget-heading\" data-id=\"0de65ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Servicios<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8917647 e-con-full e-flex e-con e-child\" data-id=\"8917647\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c7d3d9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4c7d3d9\" data-element_type=\"widget\" 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.493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c-.001-6.658 5.445-12.104 12.102-12.104zm-134.975 0h7.77c.493 0 .896-.402.896-.896v-23.958c0-.272-.108-.506-.315-.682s-.456-.245-.724-.201c-19.523 3.174-37.921-10.282-40.881-29.832-.063-.419.165-.814.56-.968 13.875-5.429 29.892-1.631 39.791 9.683.251.286.633.383.989.249s.58-.458.58-.838v-10.26c0-.273-.109-.508-.317-.684s-.458-.244-.727-.199c-19.587 3.307-38.126-10.159-41.099-29.797-.063-.419.165-.814.56-.968 13.995-5.476 30.144-1.559 40.009 9.934.249.29.633.39.991.257s.584-.458.584-.839v-9.477c0-.231-.076-.429-.231-.6-7.434-8.246-11.962-19.164-11.962-31.141 0-14.801 6.913-27.985 17.684-36.507.33-.261.782-.261 1.112 0 10.77 8.522 17.684 21.706 17.684 36.507 0 11.252-3.996 21.568-10.643 29.613-.138.167-.205.354-.205.571v11.033c0 .382.226.707.584.84s.742.033.991-.257c9.865-11.494 26.015-15.41 40.009-9.934.394.154.623.55.56.969-2.973 19.637-21.513 33.104-41.099 29.797-.269-.046-.519.023-.727.199s-.317.411-.317.684v10.781c0 .383.228.71.588.841.36.132.745.029.992-.265 9.83-11.677 26.11-15.716 40.228-10.193.394.154.623.55.56.969-2.986 19.727-21.668 33.203-41.317 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c-.003-6.658 5.442-12.104 12.099-12.104z\" fill-rule=\"evenodd\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb4ecdf elementor-widget elementor-widget-heading\" data-id=\"fb4ecdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Agroindustria<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-86b9868 e-flex e-con-boxed e-con e-parent\" data-id=\"86b9868\" 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-e77467e elementor-widget elementor-widget-heading\" data-id=\"e77467e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Integrar la gobernanza en las iniciativas de transformaci\u00f3n empresarial<\/span>\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-0c2f664 e-flex e-con-boxed e-con e-parent\" data-id=\"0c2f664\" 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-7885091 elementor-widget elementor-widget-text-editor\" data-id=\"7885091\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Los grandes programas digitales tienen \u00e9xito cuando la gobernanza es proactiva. Tanto si se modernizan los sistemas heredados como si se realiza la transici\u00f3n a sistemas ERP basados en la nube, la integraci\u00f3n temprana de la gobernanza de datos mitiga la repetici\u00f3n de tareas, acelera la obtenci\u00f3n de valor y preserva la integridad de los procesos.<\/p><p>En lugar de centrarse en los sistemas ERP, es m\u00e1s impactante destacar la gobernanza como un factor cr\u00edtico de \u00e9xito en todos los tipos de transformaci\u00f3n.<\/p><p>Aunque la idea de una \u00fanica plataforma de gobierno de datos maestros de 360 grados es atractiva, rara vez se adapta a las necesidades matizadas de los distintos dominios de datos maestros.<\/p><p>Por ejemplo, lo que funciona para el cliente, o <a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\">los datos maestros de proveedores pueden<\/a> se quedan cortas cuando se aplican a los datos maestros de material MRO, que exigen:<\/p><ul><li>Clasificaci\u00f3n detallada basada en atributos f\u00edsicos y funcionales<\/li><li>Taxonom\u00edas espec\u00edficas del sector, como UNSPSC, eCl@ss o esquemas propios.<\/li><li>Informaci\u00f3n esencial para el mantenimiento, como asociaciones de equipos y datos del fabricante.<\/li><\/ul><p>Las herramientas de gobernanza especializadas aportan una inteligencia de dominio que las plataformas gen\u00e9ricas no pueden reproducir.<\/p><p>En lugar de buscar una soluci\u00f3n \"todo en uno\", las organizaciones se benefician m\u00e1s de un enfoque modular, en el que cada objeto de datos maestros, materiales, activos, clientes o proveedores, se gobierna con herramientas dise\u00f1adas para su complejidad \u00fanica.<\/p>\t\t\t\t\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-fe6e9ec e-flex e-con-boxed e-con e-parent\" data-id=\"fe6e9ec\" 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-cfc0511 elementor-widget elementor-widget-heading\" data-id=\"cfc0511\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"mro-and-supply-chain\">MRO y cadena de suministro<\/h2>\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-f3b5e31 e-flex e-con-boxed e-con e-parent\" data-id=\"f3b5e31\" 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-b2bd744 elementor-widget elementor-widget-text-editor\" data-id=\"b2bd744\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"140\" data-end=\"595\">Es importante tener <a href=\"https:\/\/www.verdantis.com\/mro-data-management\/\">pr\u00e1cticas de gesti\u00f3n de datos para MRO<\/a> y las industrias con uso intensivo de activos, ya que estas organizaciones gestionan grandes vol\u00famenes de datos maestros, que abarcan piezas de repuesto, materiales, equipos, proveedores y activos.<\/p><p data-start=\"140\" data-end=\"595\">Estos registros se cuentan a menudo por millones y est\u00e1n distribuidos en m\u00faltiples plantas, almacenes y sistemas. En un entorno as\u00ed, incluso un peque\u00f1o porcentaje de errores, ya sea en la denominaci\u00f3n, la clasificaci\u00f3n o los datos del proveedor, puede provocar graves ineficiencias operativas.<\/p><p data-start=\"597\" data-end=\"943\">Pi\u00e9nselo: una pieza duplicada en el sistema podr\u00eda dar lugar a un aprovisionamiento redundante. Un atributo que falte podr\u00eda causar retrasos en la planificaci\u00f3n del mantenimiento.<\/p><p data-start=\"597\" data-end=\"943\">Y en operaciones m\u00e1s amplias, <a href=\"https:\/\/www.verdantis.com\/supply-chain-master-data\/\">mantenimiento adecuado de los datos maestros de la cadena de suministro<\/a> puede conducir a una mejor colaboraci\u00f3n con los proveedores, una previsi\u00f3n precisa de los plazos de entrega, la racionalizaci\u00f3n de las compras y una planificaci\u00f3n m\u00e1s resistente en toda la cadena de valor.<\/p><p data-start=\"597\" data-end=\"943\"><a href=\"https:\/\/www.verdantis.com\/materials-master-data-management\/\">Los materiales correctamente clasificados pueden mejorar la visibilidad del inventario<\/a> y la precisi\u00f3n de la planificaci\u00f3n. No se trata solo de problemas menores con los datos, sino de riesgos sist\u00e9micos que afectan al tiempo de actividad, los costes y la continuidad de la cadena de suministro.<\/p><p data-start=\"945\" data-end=\"1002\">Los s\u00edntomas de un mal gobierno de los datos son f\u00e1ciles de reconocer:<\/p><ul data-start=\"1003\" data-end=\"1257\"><li data-start=\"1003\" data-end=\"1091\"><p data-start=\"1005\" data-end=\"1091\">Equipos de mantenimiento en apuros porque la pieza correcta no est\u00e1 donde deber\u00eda.<\/p><\/li><li data-start=\"1092\" data-end=\"1170\"><p data-start=\"1094\" data-end=\"1170\">La emisi\u00f3n de pedidos repetidos del mismo art\u00edculo con nombres diferentes.<\/p><\/li><li data-start=\"1171\" data-end=\"1257\"><p data-start=\"1173\" data-end=\"1257\">Equipos de inventario que luchan por conciliar registros de existencias que no coinciden en todas las ubicaciones.<\/p><\/li><\/ul><p data-start=\"1259\" data-end=\"1389\">Estos retos no son el resultado de una mala ejecuci\u00f3n, sino que tienen su origen en la falta de una gobernanza de datos maestros s\u00f3lida y escalable.<\/p>\t\t\t\t\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-d54c62a e-flex e-con-boxed e-con e-parent\" data-id=\"d54c62a\" 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-647265c elementor-widget elementor-widget-heading\" data-id=\"647265c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"the-final-thoughts\">Las reflexiones finales.. <\/h2>\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-dccdfe7 e-flex e-con-boxed e-con e-parent\" data-id=\"dccdfe7\" 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-94773dd elementor-widget elementor-widget-text-editor\" data-id=\"94773dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"6422\" data-end=\"6595\">Al igual que su f\u00e1brica necesita unos cimientos s\u00f3lidos, los datos de su empresa tambi\u00e9n los necesitan. Sin ellos, todo, desde las decisiones de inventario hasta la planificaci\u00f3n estrat\u00e9gica, se convierte en conjeturas.<\/p><p data-start=\"6597\" data-end=\"6840\">La gobernanza de datos maestros no es solo una casilla de verificaci\u00f3n de cumplimiento: es una infraestructura para la agilidad empresarial. Cuanto antes lo trate as\u00ed, m\u00e1s r\u00e1pido desbloquear\u00e1 los beneficios de la transformaci\u00f3n digital, la eficiencia de costes y la excelencia operativa.<\/p><p>De la optimizaci\u00f3n <a href=\"https:\/\/www.verdantis.com\/procurement-master-data-management\/\">Adquisiciones MRO<\/a> para permitir transformaciones en toda la empresa, un gobierno eficaz de los datos maestros ofrece un retorno de la inversi\u00f3n medible. Combinando procesos, personas y herramientas basadas en IA, las organizaciones pueden hacer que los datos dejen de ser un pasivo y se conviertan en un activo estrat\u00e9gico.<\/p><p data-start=\"172\" data-end=\"698\">Hay muchos <a href=\"https:\/\/www.verdantis.com\/master-data-governance-tools\/\">proveedores que ofrecen soluciones de gobierno de datos maestros, cada una adaptada a diferentes sectores y objetivos.<\/a> En Verdantis, nos centramos en un \u00e1mbito que a menudo se pasa por alto, pero que es fundamental para la excelencia operativa: los datos MRO. Nuestra experiencia radica en transformar datos maestros de MRO fragmentados e incoherentes en un activo estrat\u00e9gico.<\/p><p data-start=\"172\" data-end=\"698\">Si est\u00e1 buscando una mayor eficiencia, ahorro de costes y fiabilidad en todo el sistema, iniciemos una conversaci\u00f3n sobre c\u00f3mo un gobierno de datos m\u00e1s inteligente y escalable puede ayudar a su empresa a liderar con confianza.<\/p>\t\t\t\t\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>Este art\u00edculo explora las estrategias de gobierno de datos maestros que aprovechan las herramientas impulsadas por IA para automatizar la validaci\u00f3n, aplicar pol\u00edticas y crear una \u00fanica fuente de verdad, mejorando la calidad de los datos y la agilidad operativa.<\/p>","protected":false},"author":5,"featured_media":40593,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[75],"class_list":["post-34762","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-mdm"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/34762","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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/comments?post=34762"}],"version-history":[{"count":1,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/34762\/revisions"}],"predecessor-version":[{"id":39893,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/posts\/34762\/revisions\/39893"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/media\/40593"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/media?parent=34762"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/categories?post=34762"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/es\/wp-json\/wp\/v2\/tags?post=34762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}