{"id":34354,"date":"2025-07-11T15:13:17","date_gmt":"2025-07-11T09:43:17","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=34354"},"modified":"2026-06-24T17:45:44","modified_gmt":"2026-06-24T12:15:44","slug":"limpeza-de-dados-mro","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/pt\/limpeza-de-dados-mro\/","title":{"rendered":"Guia de Processos e Solu\u00e7\u00f5es para a Limpeza de Dados de MRO"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"34354\" class=\"elementor elementor-34354\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abc727f e-flex e-con-boxed e-con e-parent\" data-id=\"abc727f\" 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-cd42f97 elementor-widget elementor-widget-text-editor\" data-id=\"cd42f97\" 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=\"762\" data-end=\"1152\">Os dados de MRO (Manuten\u00e7\u00e3o, Repara\u00e7\u00e3o e Opera\u00e7\u00f5es) referem-se aos dados mestre relativos a materiais indiretos, como pe\u00e7as sobressalentes, consum\u00edveis e equipamentos utilizados para a manuten\u00e7\u00e3o de ativos e instala\u00e7\u00f5es. Ao contr\u00e1rio dos materiais diretos de produ\u00e7\u00e3o, os itens de MRO s\u00e3o frequentemente designados de forma inconsistente, mal classificados ou carecem de especifica\u00e7\u00f5es essenciais. Isto gera excesso de stock, inefici\u00eancias e interrup\u00e7\u00f5es de manuten\u00e7\u00e3o n\u00e3o planeadas.<\/p><p data-start=\"1199\" data-end=\"1304\">Dados de MRO limpos e normalizados s\u00e3o essenciais para os setores com grande volume de ativos. Dados de m\u00e1 qualidade podem resultar em:<\/p><ul data-start=\"1305\" data-end=\"1401\"><li data-start=\"1305\" data-end=\"1323\"><p data-start=\"1307\" data-end=\"1323\">Encomendas duplicadas<\/p><\/li><li data-start=\"1324\" data-end=\"1354\"><p data-start=\"1326\" data-end=\"1354\">Registos de invent\u00e1rio imprecisos<\/p><\/li><li data-start=\"1355\" data-end=\"1382\"><p data-start=\"1357\" data-end=\"1382\">Mau planeamento da manuten\u00e7\u00e3o<\/p><\/li><li data-start=\"1383\" data-end=\"1401\"><p data-start=\"1385\" data-end=\"1401\">Riscos de conformidade<\/p><\/li><\/ul><p data-start=\"1403\" data-end=\"1464\">As organiza\u00e7\u00f5es enfrentam frequentemente dificuldades com a fragmenta\u00e7\u00e3o dos dados de MRO devido a:<\/p><ul data-start=\"1465\" data-end=\"1583\"><li data-start=\"1465\" data-end=\"1491\"><p data-start=\"1467\" data-end=\"1491\">Fus\u00f5es e aquisi\u00e7\u00f5es<\/p><\/li><li data-start=\"1492\" data-end=\"1525\"><p data-start=\"1494\" data-end=\"1525\">V\u00e1rios sistemas ERP e sistemas legados<\/p><\/li><li data-start=\"1526\" data-end=\"1583\"><p data-start=\"1528\" data-end=\"1583\">Instala\u00e7\u00f5es distribu\u00eddas com equipamentos e hist\u00f3ricos diversos<\/p><\/li><\/ul><p data-start=\"1585\" data-end=\"1714\">Numa perspetiva mais ampla, a limpeza MRO \u00e9 uma componente essencial de <a href=\"https:\/\/www.verdantis.com\/master-data-cleansing\/\">Limpeza de dados mestre empresariais,<\/a> garantindo a coer\u00eancia n\u00e3o s\u00f3 no \u00e2mbito da manuten\u00e7\u00e3o e das opera\u00e7\u00f5es, mas tamb\u00e9m nos sistemas de aquisi\u00e7\u00f5es, finan\u00e7as e cadeia de abastecimento.<\/p><p data-start=\"1585\" data-end=\"1714\">Ao integrar pr\u00e1ticas de governa\u00e7\u00e3o de dados na \u00e1rea dos materiais, as organiza\u00e7\u00f5es podem promover a efici\u00eancia a n\u00edvel de toda a empresa, reduzir os riscos e melhorar a tomada de decis\u00f5es ao longo do ciclo de vida dos ativos.<\/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-5e22983 e-flex e-con-boxed e-con e-parent\" data-id=\"5e22983\" 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-4c3906e elementor-widget elementor-widget-heading\" data-id=\"4c3906e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"what-is-mro-data-cleansing\">O que \u00e9 a limpeza de dados MRO?<\/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-eb9b47d e-flex e-con-boxed e-con e-parent\" data-id=\"eb9b47d\" 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-8e2c485 elementor-widget elementor-widget-text-editor\" data-id=\"8e2c485\" 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 limpeza de dados de MRO \u00e9 o processo de corre\u00e7\u00e3o, normaliza\u00e7\u00e3o, enriquecimento e classifica\u00e7\u00e3o dos dados do mestre de materiais, com o objetivo de garantir que todas as pe\u00e7as sobressalentes e itens indiretos sejam representados com precis\u00e3o nas plataformas ERP, EAM e CMMS. Envolve a normaliza\u00e7\u00e3o, a elimina\u00e7\u00e3o de duplicados e o enriquecimento de atributos atrav\u00e9s da utiliza\u00e7\u00e3o de taxonomias normalizadas (por exemplo, <span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.undp.org\/unspsc\" rel=\"nofollow noopener\" target=\"_blank\">UNSPSC<\/a>, <a style=\"color: #333399;\" href=\"https:\/\/eclass.eu\/\" rel=\"nofollow noopener\" target=\"_blank\">ECLASS<\/a>, <a style=\"color: #333399;\" href=\"https:\/\/pidx.org\/\" rel=\"nofollow noopener\" target=\"_blank\">PIDX<\/a><\/span>).<\/p><p>Quando bem executados, os servi\u00e7os de limpeza e normaliza\u00e7\u00e3o de dados de MRO reduzem o excesso de stock, eliminam itens duplicados e contribuem para um planeamento preciso da manuten\u00e7\u00e3o.<\/p><p>Um processo abrangente de limpeza de materiais MRO vai al\u00e9m da simples limpeza das pe\u00e7as. Inclui:<\/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-72ba3cb e-grid e-con-full e-con e-child\" data-id=\"72ba3cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e9f963 elementor-widget elementor-widget-text-editor\" data-id=\"5e9f963\" 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><li>Normaliza\u00e7\u00e3o dos dados de MRO para uniformizar unidades e formatos<\/li><li>Limpeza de dados de MRO para eliminar registos duplicados ou desatualizados.<\/li><li>Enriquecimento de dados de MRO com especifica\u00e7\u00f5es dos fabricantes originais (OEM), atributos e dados de refer\u00eancia<\/li><li>Desduplica\u00e7\u00e3o MRO \u2013 Desduplica\u00e7\u00e3o de n\u00edvel 2 (L2) ap\u00f3s o enriquecimento, para eliminar duplicados residuais e garantir a exclusividade dos dados em todo o mestre de materiais.<\/li><li>MRO <span style=\"text-decoration: underline; color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.verdantis.com\/materials-master-data-management\/\">gest\u00e3o de dados mestre de materiais <\/a><\/span>e classifica\u00e7\u00e3o com recurso a taxonomias globais<\/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-b9a62ef elementor-widget elementor-widget-image\" data-id=\"b9a62ef\" 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=\"1536\" height=\"1024\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed.png\" class=\"attachment-full size-full wp-image-34683\" alt=\"processo abrangente de limpeza de materiais de MRO\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed.png 1536w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed-300x200.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed-1024x683.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed-768x512.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/20250715_1318_MRO-Data-Cleansing-Infographic_simple_compose_01k06gter8fpbswy7svqq25fed-18x12.png 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0adb4ff e-flex e-con-boxed e-con e-parent\" data-id=\"0adb4ff\" 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-1da2ff8 elementor-widget elementor-widget-heading\" data-id=\"1da2ff8\" 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\">Necessidade de servi\u00e7os de limpeza e normaliza\u00e7\u00e3o de dados de MRO\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cab5faa elementor-widget elementor-widget-text-editor\" data-id=\"cab5faa\" 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>Preciso, normalizado <span style=\"text-decoration: underline; color: #333399;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/mro-category-management\/\"><span>Dados de MRO<\/span> cataloga\u00e7\u00e3o <\/a><\/span>\u00e9 fundamental para os setores com grande concentra\u00e7\u00e3o de ativos, mas muitos enfrentam problemas decorrentes de registos fragmentados e desatualizados. Eis porque a limpeza de dados de MRO \u00e9 essencial para o sucesso operacional e empresarial:<\/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-ccbd3ad e-con-full e-flex e-con e-child\" data-id=\"ccbd3ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c01dc42 elementor-widget elementor-widget-heading\" data-id=\"c01dc42\" 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<div class=\"elementor-heading-title elementor-size-default\">Durante uma fus\u00e3o ou aquisi\u00e7\u00e3o (M&amp;A) <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2d7b3b elementor-widget elementor-widget-text-editor\" data-id=\"d2d7b3b\" 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>As fus\u00f5es e aquisi\u00e7\u00f5es re\u00fanem organiza\u00e7\u00f5es com sistemas ERP, taxonomias e pr\u00e1ticas de dados mestre diferentes. Sem uma harmoniza\u00e7\u00e3o adequada dos dados, as integra\u00e7\u00f5es resultantes de fus\u00f5es e aquisi\u00e7\u00f5es enfrentam:<\/p><ul><li>Excesso de exist\u00eancias devido a pe\u00e7as duplicadas que n\u00e3o foram detetadas<\/li><li>Fraca visibilidade das despesas nas entidades resultantes da fus\u00e3o<\/li><li>Classifica\u00e7\u00f5es de MRO ou especifica\u00e7\u00f5es de pe\u00e7as contradit\u00f3rias entre sistemas<\/li><li>Elevado esfor\u00e7o e risco na integra\u00e7\u00e3o de cat\u00e1logos antigos ou bases de dados de fornecedores<\/li><\/ul><p>A limpeza e a harmoniza\u00e7\u00e3o dos dados de MRO nas entidades adquiridas s\u00e3o fundamentais para alcan\u00e7ar as sinergias prometidas pelas fus\u00f5es e aquisi\u00e7\u00f5es, nomeadamente nas \u00e1reas de aprovisionamento e opera\u00e7\u00f5es.<\/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-5d2d149 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5d2d149\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-arrow-right-circle-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t<b>Exemplo:<\/b> Uma das empresas adquiridas utiliza o eCl@ss, outra utiliza o UNSPSC. Sem harmoniza\u00e7\u00e3o, a an\u00e1lise de despesas e a gest\u00e3o de fornecedores revelam-se ineficazes.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c095177 e-con-full e-flex e-con e-child\" data-id=\"c095177\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-196e515 elementor-widget elementor-widget-heading\" data-id=\"196e515\" 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<div class=\"elementor-heading-title elementor-size-default\">Durante uma atualiza\u00e7\u00e3o do ERP ou uma transforma\u00e7\u00e3o digital <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-691b4eb elementor-widget elementor-widget-text-editor\" data-id=\"691b4eb\" 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>Quando as organiza\u00e7\u00f5es migram para plataformas modernas de ERP ou EAM, como o SAP S\/4HANA, o Oracle Cloud ou o IBM Maximo, deparam-se com um desafio cr\u00edtico em mat\u00e9ria de dados: se os dados de entrada forem de m\u00e1 qualidade, os resultados tamb\u00e9m o ser\u00e3o.<\/p><p>A m\u00e1 qualidade dos dados de MRO no sistema antigo leva a:<\/p><ul><li>Falha na migra\u00e7\u00e3o de dados ou aumento dos custos de migra\u00e7\u00e3o<\/li><li>Baixa ades\u00e3o ao sistema ap\u00f3s a entrada em funcionamento, devido \u00e0 falta de fiabilidade nas funcionalidades de pesquisa e de elabora\u00e7\u00e3o de relat\u00f3rios<\/li><li>Falhas nos processos transacionais, como requisi\u00e7\u00f5es de compra ou cria\u00e7\u00e3o de ordens de trabalho<\/li><li>Oportunidades perdidas em mat\u00e9ria de automatiza\u00e7\u00e3o, an\u00e1lise de dados e estrat\u00e9gias de manuten\u00e7\u00e3o baseadas em IA<\/li><\/ul><div>Eficaz <span style=\"text-decoration: underline;\"><span style=\"color: #333399;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/sap-mdm\/\">Gest\u00e3o de dados mestre da SAP<\/a><\/span><\/span> e <a href=\"https:\/\/www.verdantis.com\/erp-master-data-management\/\"><span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\">Gest\u00e3o de dados ERP<\/span><\/span><\/a> s\u00e3o fundamentais para garantir uma transi\u00e7\u00e3o harmoniosa e tirar o m\u00e1ximo partido das plataformas de pr\u00f3xima gera\u00e7\u00e3o.<\/div>\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-45cac86 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"45cac86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-arrow-right-circle-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t<b>Exemplo:<\/b> A entrada em funcionamento do SAP S\/4HANA n\u00e3o consegue proporcionar a automatiza\u00e7\u00e3o esperada, uma vez que as descri\u00e7\u00f5es das pe\u00e7as de MRO s\u00e3o demasiado inconsistentes para as regras de pesquisa e de fluxo de trabalho.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-abb9aef e-con-full e-flex e-con e-child\" data-id=\"abb9aef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41b33d8 elementor-widget elementor-widget-heading\" data-id=\"41b33d8\" 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<div class=\"elementor-heading-title elementor-size-default\">Manuten\u00e7\u00e3o preventiva ou preditiva ineficaz<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-211dff9 elementor-widget elementor-widget-text-editor\" data-id=\"211dff9\" 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>Os sistemas CMMS ou EAM dependem de registos de materiais precisos para estabelecer a liga\u00e7\u00e3o entre equipamentos, ordens de trabalho e pe\u00e7as sobressalentes.<\/p><p>Os dados incorretos conduzem a:<\/p><ul><li>Manuten\u00e7\u00e3o preventiva n\u00e3o realizada devido a listas de materiais (BOM) incorretas<\/li><li>Avarias no equipamento decorrentes da utiliza\u00e7\u00e3o de pe\u00e7as erradas ou incompat\u00edveis<\/li><li>M\u00e9tricas de fiabilidade insatisfat\u00f3rias e aumento do tempo de inatividade n\u00e3o planeado<\/li><\/ul><p>Dados MRO precisos contribuem para uma manuten\u00e7\u00e3o baseada no estado e para uma maior fiabilidade dos ativos.<\/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-c4164d4 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c4164d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-arrow-right-circle-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t<b>Exemplo:<\/b> A manuten\u00e7\u00e3o preventiva falha porque a lista de materiais (BOM) faz refer\u00eancia a um n\u00famero de pe\u00e7a incorreto ou desatualizado, o que provoca um atraso na manuten\u00e7\u00e3o de m\u00e1quinas essenciais.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c73171 e-con-full e-flex e-con e-child\" data-id=\"7c73171\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f70ded elementor-widget elementor-widget-heading\" data-id=\"5f70ded\" 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<div class=\"elementor-heading-title elementor-size-default\">Abastecimento e aquisi\u00e7\u00e3o ineficientes<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d647f1e elementor-widget elementor-widget-text-editor\" data-id=\"d647f1e\" 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>As equipas de compras dependem de dados precisos sobre os artigos para negociar, consolidar e prever as compras.<\/p><p>Causas dos dados incorretos:<\/p><ul><li>Encomenda redundante de pe\u00e7as j\u00e1 em stock<\/li><li>Incapacidade de identificar oportunidades de agrega\u00e7\u00e3o da procura<\/li><li>Custos elevados de compra pontual e descontos perdidos<\/li><\/ul><p>Dados fi\u00e1veis permitem estrat\u00e9gias de aprovisionamento mais inteligentes e uma melhor colabora\u00e7\u00e3o com os fornecedores.<\/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-3d7e916 elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3d7e916\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-arrow-right-circle-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t<b>Exemplo:<\/b> Um comprador n\u00e3o consegue encontrar \u00abCartucho de filtro - 5 m\u00edcrons\u00bb no sistema porque est\u00e1 registado como \u00abCart Filt 5u\u00bb, pelo que volta a encomendar desnecessariamente, pagando portes mais elevados e criando um excedente.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-88a1333 e-flex e-con-boxed e-con e-parent\" data-id=\"88a1333\" 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-045c429 elementor-widget elementor-widget-text-editor\" data-id=\"045c429\" 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=\"76\" data-end=\"315\">Dados precisos sobre manuten\u00e7\u00e3o, repara\u00e7\u00e3o e opera\u00e7\u00f5es (MRO) s\u00e3o essenciais para opera\u00e7\u00f5es industriais eficientes e ininterruptas. Na Verdantis, compreendemos que dados desatualizados ou inconsistentes conduzem a excesso de stock, compras duplicadas, paragens dispendiosas e fraco desempenho do sistema.<\/p><p data-start=\"317\" data-end=\"483\">Sem uma limpeza adequada, os dados de MRO prejudicam os sistemas ERP e EAM, tais como <span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.sap.com\/products\/erp\/s4hana.html\" rel=\"nofollow noopener\" target=\"_blank\">SAP S\/4HANA<\/a>, <a style=\"color: #333399;\" href=\"https:\/\/www.oracle.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Oracle<\/a><\/span>, ou <a href=\"https:\/\/www.ibm.com\/products\/maximo\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"color: #333399;\">Maximo<\/span><\/a>. \u2013 colocando em risco a transforma\u00e7\u00e3o digital, a conformidade e a seguran\u00e7a.<\/p><p data-start=\"485\" data-end=\"667\" data-is-last-node=\"\" data-is-only-node=\"\">As empresas de limpeza de dados de MRO, como a Verdantis, respondem a estes desafios fornecendo plataformas baseadas em IA que limpam, classificam, enriquecem e gerem os dados de MRO em grande escala, garantindo que os sistemas empresariais cr\u00edticos funcionem com base em informa\u00e7\u00e3o fi\u00e1vel.<\/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-d3f40fe e-con-full e-flex e-con e-child\" data-id=\"d3f40fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d0e4e88 e-grid e-con-full e-con e-child\" data-id=\"d0e4e88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-263b836 e-grid e-con-full e-con e-child\" data-id=\"263b836\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6144ea elementor-widget elementor-widget-text-editor\" data-id=\"a6144ea\" 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 style=\"text-align: center;\"><span style=\"color: #ffffff;\">De acordo com a Gartner, as empresas perdem cerca de <strong>$ 12,9 milh\u00f5es<\/strong> anualmente, devido \u00e0 fraca qualidade geral dos dados \u2014 muitos dos quais dizem respeito aos dados de refer\u00eancia e de invent\u00e1rio da MRO.<\/span><\/p><p style=\"text-align: center;\"><strong><a href=\"https:\/\/www.gartner.com\/en\/data-analytics\/topics\/data-quality\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"color: #ffffff;\">Fonte: Gartner<\/span><\/a><\/strong><\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-753aef0 elementor-widget elementor-widget-heading\" data-id=\"753aef0\" 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=\"industries-roles-that-depend-on-mro-data-cleansing\">Setores e fun\u00e7\u00f5es que dependem da limpeza de dados de MRO<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-579df94 elementor-widget elementor-widget-text-editor\" data-id=\"579df94\" 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>Dados de MRO precisos e padronizados s\u00e3o essenciais em setores com grande concentra\u00e7\u00e3o de ativos, onde as paragens n\u00e3o planeadas, o excesso de stock e a manuten\u00e7\u00e3o ineficiente podem custar milh\u00f5es. As organiza\u00e7\u00f5es dos seguintes setores recorrem sistematicamente \u00e0 limpeza de dados de MRO para promover a excel\u00eancia operacional:<\/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-4415b24 e-con-full e-flex e-con e-child\" data-id=\"4415b24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a556780 e-grid e-con-full e-con e-child\" data-id=\"a556780\" 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-f41bf56 e-con-full e-flex e-con e-child\" data-id=\"f41bf56\" 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-4973123 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4973123\" 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 6.3-4-.1-7.3-2.5-9.4-6.9-2-4.2-3.8-12-1.9-25.8 13.3 5.4 19.1 11 21.7 15 3.2 5 2.2 9 .8 11.4z\"><\/path><path d=\"m170.4 35.8c-2.1 4.4-5.4 6.8-9.4 6.9-4.4.2-9-2.4-11.1-6.3-1.4-2.4-2.4-6.4.8-11.4 2.6-4 8.4-9.6 21.7-15 1.8 13.8 0 21.6-2 25.8z\"><\/path><path d=\"m323.8 46.4h17.1v8.4h-17.1z\"><\/path><path d=\"m239.9 65.1h128.5v10.4h-128.5z\"><\/path><path d=\"m248.9 85.7h110.3v13.6h-110.3z\"><\/path><path d=\"m248.9 109.6v96.9h110.3v-96.9zm70.8 83.7c-4.6 2.9-10.1 4.4-15.6 4.4-5.2 0-10.4-1.3-14.9-3.9-8.8-5.2-13.6-14.6-13.1-25.7.6-13.8 8.7-29.8 24.2-47.6 1-1.1 2.4-1.8 3.9-1.8s2.9.6 3.9 1.8c15 17.3 23.1 33 24.1 46.5.7 11.2-3.8 20.8-12.5 26.3z\"><\/path><path d=\"m314.3 184.5c-5.8 3.6-14 3.7-19.9.3-3.9-2.3-8.5-7-8-16.4.3-7.2 3.8-19.3 17.8-36.7 13.6 16.9 17.2 28.8 17.7 35.9.7 9.7-3.8 14.5-7.6 16.9z\"><\/path><path d=\"m248.9 216.8h110.3v13.6h-110.3z\"><\/path><path d=\"m239.9 240.7h128.5v10.4h-128.5z\"><\/path><path d=\"m408.7 261.4c-.2 8.6-1.1 17.1-2.5 25.4-4.3 1.8-7.8 4.8-10.9 7.6-4 3.5-6.6 5.6-9 5.3-2-.3-6.5-2.8-14.1-15.9-6.6-11.4-18-18.6-25.5-22.4z\"><\/path><path d=\"m403.2 301.1c-3.9 15.6-9.8 30.4-17.4 44-19.2-13.6-38.7-14.1-55.4-1.3-.1 0-.1.1-.2.2s-15.3 13.1-32 13.2c-15.4.1-24.2 2.6-28.7 8.1-4.7 5.7-3.3 12.7-2 18.9 1 5.3 2 10.3-.5 14.1-2.1 3.3-5 3.5-10.6 3.8-4.9.2-10.9.5-16.6 4.3-5.9 3.9-13.3 10.6-14.6 20.1-.6 4.5.3 9 2.5 13.5-.9 0-1.8 0-2.6 0-20.2 0-39.6-3.3-57.8-9.3.4-1.7.8-3.7 1.2-5.8 4.5-20.9 12-55.8-11.5-65.6-.1 0-.2-.1-.3-.1-.2-.1-19-6.7-27.4-21.1-5.6-9.7-12-14.8-19.3-15.6-12.1-1.4-22.5 9.5-31.8 19-3.4 3.6-7.2 7.5-10.3 9.8-16-26.4-25.6-57.1-26.5-90h93.3c.3.6.5 1.2.7 1.8 8.6 21.1 19.4 47.4 35.3 51.1 1.3.3 2.6.5 4 .5 4.5 0 8.9-1.9 13.1-5.5.1-.1.2-.2.3-.3.2-.2 17.3-17.1 31.8-9.1 7.8 4.3 14.8 4.8 20.8 1.5 9-5 14.3-17.7 16.2-40h67.8c3.2 2.5 6.9 4.6 11 6.3.1 0 .2.1.3.1.2.1 19.1 6.8 27.4 21.1 7.8 13.3 14.4 19.7 21.4 20.8.8.1 1.5.2 2.3.2 6.1 0 10.9-4.1 15.1-7.9.3-.1.7-.5 1-.8z\"><\/path><path d=\"m380.5 354c-30.1 47.8-81.7 80.8-141.1 85.4-3.2-4.1-4.5-8-4-11.6.8-6 6.6-10.6 10-12.9 3.4-2.2 7.3-2.4 11.5-2.6 6.1-.3 13.6-.7 18.7-8.5 4.8-7.3 3.2-15.3 1.9-21.7-1-5.3-1.6-8.6-.1-10.4 1.3-1.6 5.7-4.2 20.8-4.3 19.8-.1 36.8-14.1 38.5-15.6 13.3-10 28-9.3 43.8 2.2z\"><\/path><path d=\"m246.4 261.4c-2.1 21.6-7 28.9-10.9 31-1 .5-4.1 2.2-10.9-1.5-20.6-11.3-41.6 8.6-43.8 10.8-3.8 3.2-6.3 3.1-7.9 2.7-10.3-2.5-20.7-26.9-27.3-43z\"><\/path><path d=\"m158.3 422.8c-.3 1.5-.6 3-.9 4.3-34.2-13.6-63.4-37.1-84-67.1 3.9-2.7 7.8-6.8 12.2-11.3 7.6-7.9 16.1-16.8 23.1-15.9 3.9.5 7.8 4 11.6 10.6 10 17 30.5 24.8 32.8 25.6 15.4 6.5 9 36.1 5.2 53.8z\"><\/path><\/g><\/g><\/g><\/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-7d65b78 elementor-widget elementor-widget-heading\" data-id=\"7d65b78\" 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\"><a href=\"https:\/\/www.verdantis.com\/oil-gas\/\">Petr\u00f3leo e G\u00e1s<\/a><\/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-ca6759f e-con-full e-flex e-con e-child\" data-id=\"ca6759f\" 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-39ef451 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"39ef451\" 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 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Minera\u00e7\u00e3o<\/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-6410ea8 e-con-full e-flex e-con e-child\" data-id=\"6410ea8\" 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-f9124f0 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f9124f0\" 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=\"solid\" viewbox=\"0 0 32 32\"><path d=\"m26 19.25h-.25v-1.25c0-.96-.79-1.75-1.75-1.75h-2c-.96 0-1.75.79-1.75 1.75v1.25h-.25c-.96 0-1.75.79-1.75 1.75v9c0 .96.79 1.75 1.75 1.75h6c.96 0 1.75-.79 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elementor-widget elementor-widget-heading\" data-id=\"187438a\" 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\">Celulose, Papel e Embalagens<\/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-9988f8e e-con-full e-flex e-con e-child\" data-id=\"9988f8e\" 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-0065210 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0065210\" 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 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class=\"elementor-element elementor-element-69050be elementor-widget elementor-widget-heading\" data-id=\"69050be\" 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\">Materiais de constru\u00e7\u00e3o<\/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-5403127 e-con-full e-flex e-con e-child\" data-id=\"5403127\" 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-5938b4c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5938b4c\" 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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-wind\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M156.7 256H16c-8.8 0-16 7.2-16 16v32c0 8.8 7.2 16 16 16h142.2c15.9 0 30.8 10.9 33.4 26.6 3.3 20-12.1 37.4-31.6 37.4-14.1 0-26.1-9.2-30.4-21.9-2.1-6.3-8.6-10.1-15.2-10.1H81.6c-9.8 0-17.7 8.8-15.9 18.4 8.6 44.1 47.6 77.6 94.2 77.6 57.1 0 102.7-50.1 95.2-108.6C249 291 205.4 256 156.7 256zM16 224h336c59.7 0 106.8-54.8 93.8-116.7-7.6-36.2-36.9-65.5-73.1-73.1-55.4-11.6-105.1 24.9-114.9 75.5-1.9 9.6 6.1 18.3 15.8 18.3h32.8c6.7 0 13.1-3.8 15.2-10.1C325.9 105.2 337.9 96 352 96c19.4 0 34.9 17.4 31.6 37.4-2.6 15.7-17.4 26.6-33.4 26.6H16c-8.8 0-16 7.2-16 16v32c0 8.8 7.2 16 16 16zm384 32H243.7c19.3 16.6 33.2 38.8 39.8 64H400c26.5 0 48 21.5 48 48s-21.5 48-48 48c-17.9 0-33.3-9.9-41.6-24.4-2.9-5-8.7-7.6-14.5-7.6h-33.8c-10.9 0-19 10.8-15.3 21.1 17.8 50.6 70.5 84.8 129.4 72.3 41.2-8.7 75.1-41.6 84.7-82.7C526 321.5 470.5 256 400 256z\"><\/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-8206871 elementor-widget elementor-widget-heading\" data-id=\"8206871\" 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\"><a href=\"https:\/\/www.verdantis.com\/natural-resources\/\">Recursos naturais<\/a><\/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-da21800 e-con-full e-flex e-con e-child\" data-id=\"da21800\" 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-49cdac2 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"49cdac2\" 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 64 64\"><g><path d=\"m12.8041992 21.2264442h10.375c.5522461 0 1-.4477539 1-1v-3.0496826c0-.5523071-.4477539-1-1-1h-10.375c-.5523071 0-1 .4476929-1 1v3.0496826c0 .5522461.4476929 1 1 1z\"><\/path><path d=\"m21.7800293 36.380619h-14.3500366v12.419983h14.3500366zm-5.960022 9.1900025c-1.0200195 1.0200195-2.6799927 1.0200195-3.7000122 0s-1.0200195-2.6699829 0-3.7000122l.4273682-.4273682c.0012817.0012817.0016479.0031128.0029297.0043945l3.6963501 3.6963501zm2.2700196-2.2700195-.4293213.4293213-3.6963501-3.6963501c-.0012817-.0012817-.0031128-.0016479-.0043945-.0029297l.4300537-.4299927c1.0199585-1.0200195 2.6799927-1.0200195 3.7000122 0 .5099487.5099487.7699585 1.1900024.7699585 1.8499756 0 .6699829-.2600098 1.3400268-.7699585 1.8499756z\"><\/path><path d=\"m22.7833252 23.2264442h-9.583313v4.8641968l-5.7700195 4.6900024v1.5999756h15.3500366c.5599976 0 1 .4500122 1 1v14.419983c0 .5500488-.4400024 1-1 1h-15.3500366v1.2300415c0 1.0999756.8900146 2 2 2h17.1199951c1.1099854 0 2-.9000244 2-2v-19.25l-5.7666626-4.6873169z\"><\/path><path d=\"m39.0773926 22.8547401c-.5523071 0-1 .4477539-1 1v2.3461914c0 .5523071.4476929 1 1 1h11.1637573c.5523071 0 1-.4476929 1-1v-2.3461914c0-.5522461-.4476929-1-1-1z\"><\/path><path d=\"m45.1900024 40.5006142c4.710022 2.7800293 8.7299805 1 10.5100098-.1099854-1.1400146-2.8599854-3.3699951-5.1599731-6.1600342-6.4099731v-4.7800293h-9.7599487v4.7800293c-2.3800049 1.0699463-4.3400269 2.8899536-5.5900269 5.1599731 2.6099854-.8099975 6.6300049-1.2199707 11 1.3599854z\"><\/path><path d=\"m56.289978 42.3306313c-1.3599854.7600098-3.4799805 1.6300049-6.0199585 1.6300049-1.8500366 0-3.9200439-.4500122-6.1000366-1.7399902-4.8099976-2.8300171-9.1599731-1.4000244-11-.5300293-.2799683 1-.4299927 2.0599976-.4299927 3.1500244 0 3.8599854 1.8400269 7.3099976 4.7000122 9.4799805h14.4299927c2.8599854-2.1699829 4.7000122-5.6199951 4.7000122-9.4799805 0-.8599854-.0900268-1.7000123-.2800293-2.5100098z\"><\/path><circle cx=\"48.17\" cy=\"16.305\" r=\"3.672\"><\/circle><circle cx=\"37.818\" cy=\"12.634\" r=\"2.953\"><\/circle><\/g><\/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-beee785 elementor-widget elementor-widget-heading\" data-id=\"beee785\" 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\">Produtos qu\u00edmicos <\/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-24654ba e-con-full e-flex e-con e-child\" data-id=\"24654ba\" 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-8244823 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8244823\" 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<i aria-hidden=\"true\" class=\"icofont icofont-industries-5\"><\/i>\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-4f177bd elementor-widget elementor-widget-heading\" data-id=\"4f177bd\" 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\"><a href=\"https:\/\/www.verdantis.com\/supply-chain-master-data\/\">Cadeia de abastecimento<\/a><\/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<div class=\"elementor-element elementor-element-a5c084c elementor-widget elementor-widget-heading\" data-id=\"a5c084c\" 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=\"key-stakeholders-in-mro-data-cleansing\">Principais partes interessadas na limpeza de dados de MRO<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69a14f0 elementor-widget elementor-widget-text-editor\" data-id=\"69a14f0\" 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>Dados de MRO limpos e padronizados s\u00e3o mais do que uma simples melhoria a n\u00edvel administrativo \u2014 s\u00e3o um fator determinante na linha da frente. As fun\u00e7\u00f5es a seguir s\u00e3o fundamentais para a manuten\u00e7\u00e3o, as aquisi\u00e7\u00f5es e as opera\u00e7\u00f5es, e dependem fortemente de dados precisos para reduzir o tempo de inatividade, controlar os custos e impulsionar o desempenho.<\/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-7a4ec8c e-con-full e-flex e-con e-child\" data-id=\"7a4ec8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ab4b9b2 e-con-full e-flex e-con e-child\" data-id=\"ab4b9b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b11b20 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9b11b20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRespons\u00e1veis pela manuten\u00e7\u00e3o e planeadores\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara uma identifica\u00e7\u00e3o precisa das pe\u00e7as e para a efici\u00eancia das ordens de trabalho\t\t\t\t\t<\/p>\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-89e487f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"89e487f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tProfissionais de Aquisi\u00e7\u00f5es e Cadeia de Abastecimento\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara evitar duplicados e garantir o aprovisionamento atempado\t\t\t\t\t<\/p>\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-e93cb2f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e93cb2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEngenheiros de Instala\u00e7\u00f5es e Gestores de Ativos\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara garantir a exatid\u00e3o da lista de materiais (BOM) e das especifica\u00e7\u00f5es t\u00e9cnicas\t\t\t\t\t<\/p>\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-f41d0ab elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f41d0ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tL\u00edderes em TI e Transforma\u00e7\u00e3o Digital\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara garantir a consist\u00eancia dos dados entre os sistemas ERP, EAM e CMMS\t\t\t\t\t<\/p>\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-d4f043e elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d4f043e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEquipas de Invent\u00e1rio e Armaz\u00e9m\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara melhorar a precis\u00e3o do invent\u00e1rio e reduzir os excedentes\t\t\t\t\t<\/p>\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-53a50cd elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"53a50cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRespons\u00e1veis pela Fiabilidade e Opera\u00e7\u00f5es\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tpara reduzir o tempo de inatividade n\u00e3o planeado e melhorar o desempenho dos ativos atrav\u00e9s de dados fi\u00e1veis\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-185e14e e-con-full form1 e-flex e-con e-child\" data-id=\"185e14e\" 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-49ef302 e-con-full form1 e-flex e-con e-child\" data-id=\"49ef302\" 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-4d96943 e-con-full e-flex e-con e-child\" data-id=\"4d96943\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cfb7b59 elementor-widget elementor-widget-heading\" data-id=\"cfb7b59\" 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\">Mantenha os seus dados de MRO precisos e organizados para obter melhores resultados empresariais<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0a0be8 elementor-widget elementor-widget-heading\" data-id=\"c0a0be8\" 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\">Veja como a normaliza\u00e7\u00e3o e o enriquecimento automatizados melhoram a precis\u00e3o e o controlo<\/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-450f7c9 e-con-full e-flex e-con e-child\" data-id=\"450f7c9\" 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-1828772 elementor-widget elementor-widget-heading\" data-id=\"1828772\" 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\">Marque uma chamada de consulta sem compromisso com a nossa equipa de implementa\u00e7\u00e3o para abordar os desafios relacionados com a gest\u00e3o de dados mestre<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71605dc elementor-widget elementor-widget-template\" data-id=\"71605dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"35768\" class=\"elementor elementor-35768\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10b489b1 e-con-full e-flex e-con e-child\" data-id=\"10b489b1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-196cdd1d elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"196cdd1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"35768\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"196cdd1d\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Spare Parts Tracker: Functions, Accuracy, and Common Failures\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"45004\"\/>\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\tNome\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-lg  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-telephone elementor-field-group elementor-column elementor-field-group-Contact elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Contact\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tN.\u00ba de contacto\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input dir=\"ltr\" type=\"text\" name=\"change_name_Contact\" id=\"form-field-Contact\" class=\"elementor-field elementor-size-lg  elementor-field-telephone elementor-field-textual yee-ltr\" required=\"required\" data-auto=\"yes\" data-pre=\"\" data-excludecountries=\"\" data-onlyct=\"\" data-defcountry=\"\" data-hide_flag=\"\" data-hide_code=\"\" data-validation=\"yes\" data-name=\"Contact\" data-telephone_search=\"yes\" >\n\t\t<input onkeydown=\"return \/[0-9]|\\(|\\)|\\+|-|BACKSPACE\/i.test(event.key)\" type=\"hidden\" class=\"phone_check\" name=\"form_fields[Contact_check]\" value=\"\" >\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-Company elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Company\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNome da 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\tE-mail profissional\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\">MARCAR UMA REUNI\u00c3O<\/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=\"pt\"\/><\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11d386b6 elementor-widget elementor-widget-heading\" data-id=\"11d386b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Marque uma chamada de consulta sem compromisso com a nossa equipa de implementa\u00e7\u00e3o para abordar os desafios relacionados com a gest\u00e3o de dados mestre<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c59a11b e-con-full e-flex e-con e-child\" data-id=\"c59a11b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c26226e elementor-widget elementor-widget-heading\" data-id=\"c26226e\" 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\">Conta com a confian\u00e7a dos l\u00edderes do setor em todo o mundo<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2973825 elementor-widget elementor-widget-image-carousel\" data-id=\"2973825\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;4&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:100,&quot;speed&quot;:5000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;slides_to_show_tablet&quot;:&quot;4&quot;,&quot;slides_to_show_mobile&quot;:&quot;3&quot;,&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Carrossel de imagens\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/1.webp\" alt=\"1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/2.webp\" alt=\"2\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/3.webp\" alt=\"3\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/4-1.webp\" alt=\"4-1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/5.webp\" alt=\"5\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 sur 6\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/6.webp\" alt=\"6\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-070db0d e-flex e-con-boxed e-con e-parent\" data-id=\"070db0d\" 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-b674dc3 elementor-widget elementor-widget-heading\" data-id=\"b674dc3\" 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=\"verdantis-approach-to-mro-data-cleansing\">A abordagem da Verdantis \u00e0 limpeza de dados de MRO\u200b<\/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-6781d5a e-flex e-con-boxed e-con e-parent\" data-id=\"6781d5a\" 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-8d473dd elementor-widget elementor-widget-text-editor\" data-id=\"8d473dd\" 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 Verdantis adota uma abordagem sofisticada e abrangente \u00e0 limpeza de dados de MRO, centrando-se especificamente em materiais indiretos e pe\u00e7as sobressalentes. A nossa metodologia integra ferramentas de ponta com as melhores pr\u00e1ticas estabelecidas, de modo a garantir a integridade dos dados e a efici\u00eancia operacional. Os pilares fundamentais do nosso processo incluem:<\/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-5c2fd96 e-con-full e-grid e-con e-child\" data-id=\"5c2fd96\" 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-b4a5e98 e-con-full e-flex e-con e-child\" data-id=\"b4a5e98\" 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-c48b785 elementor-widget elementor-widget-heading\" data-id=\"c48b785\" 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<div class=\"elementor-heading-title elementor-size-default\">Perfilagem hol\u00edstica de dados<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f31925 elementor-widget elementor-widget-text-editor\" data-id=\"5f31925\" 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>Compreender o estado atual dos seus dados de MRO para identificar \u00e1reas que necessitam de limpeza e melhoria.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-776a21d e-con-full e-flex e-con e-child\" data-id=\"776a21d\" 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-c62bf3d elementor-widget elementor-widget-heading\" data-id=\"c62bf3d\" 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<div class=\"elementor-heading-title elementor-size-default\">Valida\u00e7\u00e3o integrada de dados<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7870c39 elementor-widget elementor-widget-text-editor\" data-id=\"7870c39\" 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>Verificar a exatid\u00e3o e a integridade dos seus dados de MRO atrav\u00e9s de processos de valida\u00e7\u00e3o rigorosos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c487971 e-con-full e-flex e-con e-child\" data-id=\"c487971\" 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-1fd6b81 elementor-widget elementor-widget-heading\" data-id=\"1fd6b81\" 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<div class=\"elementor-heading-title elementor-size-default\">Desduplica\u00e7\u00e3o abrangente<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d466901 elementor-widget elementor-widget-text-editor\" data-id=\"d466901\" 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>Eliminar registos duplicados para criar uma base de dados de MRO organizada e simplificada.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28b37dc e-con-full e-flex e-con e-child\" data-id=\"28b37dc\" 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-a6ba70b elementor-widget elementor-widget-heading\" data-id=\"a6ba70b\" 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<div class=\"elementor-heading-title elementor-size-default\">Conhecimento especializado na \u00e1rea<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c148809 elementor-widget elementor-widget-text-editor\" data-id=\"c148809\" 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>Padronizar os formatos e as estruturas dos dados para garantir a consist\u00eancia e a compatibilidade entre os seus sistemas.<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5702a75 e-flex e-con-boxed e-con e-parent\" data-id=\"5702a75\" 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-b94aff8 elementor-widget elementor-widget-heading\" data-id=\"b94aff8\" 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=\"step-by-step-process-for-mro-data-cleansing-process-from-scratch\">Processo passo a passo para a limpeza de dados de MRO, a partir do zero<\/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-c63073d e-flex e-con-boxed e-con e-parent\" data-id=\"c63073d\" 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-be5413d elementor-widget elementor-widget-text-editor\" data-id=\"be5413d\" 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 limpeza de dados MRO vai al\u00e9m da corre\u00e7\u00e3o de erros ortogr\u00e1ficos ou da remo\u00e7\u00e3o de duplicados. Trata-se de um processo t\u00e9cnico e estruturado que transforma dados antigos e inconsistentes num conjunto de dados padronizado e de alta qualidade, que serve de base aos sistemas de manuten\u00e7\u00e3o, invent\u00e1rio e aquisi\u00e7\u00e3o. A seguir, apresentamos o processo passo a passo para limpar dados MRO a partir do zero.<\/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-7f22c75 e-con-full pointer e-flex e-con e-child\" data-id=\"7f22c75\" 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-7207fa8 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7207fa8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.884-25.398-8.788-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.883-25.398-8.759-33.222-14.4v53.234c0 7.625 13.918 15.307 36.397 21.543 24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.543v-53.234c-7.824 5.641-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.394-100.091-11.537-14.06-3.912-25.398-8.787-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.488-33.222 14.4-25.71 7.144-61.115 11.537-100.091 11.537zm-166.167 92.523v18.68c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.045-3.43 9.978-6.038 14.655l6.066 10.488c1.474 2.551 1.049 5.698-1.021 7.767l-13.209 13.209c-2.098 2.098-5.216 2.494-7.767 1.021l-10.517-6.066c-4.677 2.608-9.581 4.621-14.627 6.066l-3.146 11.735c-.765 2.834-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.928-6.236-4.762l-3.118-11.735c-5.046-1.417-9.978-3.458-14.655-6.066l-10.516 6.066c-2.551 1.474-5.669 1.077-7.739-1.021l-13.209-13.209c-2.098-2.098-2.494-5.216-1.02-7.767l6.066-10.488c-2.636-4.677-4.649-9.61-6.066-14.655l-11.736-3.146c-2.835-.766-4.762-3.26-4.762-6.208v-18.68c0-2.948 1.927-5.443 4.762-6.208l11.736-3.146c1.417-5.046 3.43-9.95 6.066-14.627l-6.066-10.517c-1.474-2.551-1.077-5.669 1.02-7.767l13.209-13.209c2.069-2.069 5.188-2.495 7.739-1.021l10.516 6.066c4.677-2.608 9.61-4.62 14.655-6.066l3.118-11.707c.765-2.863 3.26-4.762 6.236-4.762h18.68c2.948 0 5.442 1.899 6.208 4.762l3.146 11.707c5.046 1.446 9.949 3.458 14.627 6.066l10.517-6.066c2.551-1.474 5.669-1.049 7.767 1.021l13.209 13.209c2.069 2.098 2.495 5.216 1.021 7.767l-6.066 10.517c2.608 4.677 4.621 9.581 6.038 14.627l11.735 3.146c2.863.765 4.762 3.26 4.762 6.208zm-40.507 9.354c0-23.102-18.709-41.811-41.811-41.811s-41.811 18.709-41.811 41.811 18.737 41.782 41.811 41.782 41.811-18.708 41.811-41.782zm-41.811-29.821c-16.469 0-29.792 13.351-29.792 29.821s13.323 29.792 29.792 29.792 29.821-13.323 29.821-29.792-13.351-29.821-29.821-29.821zm166.167-268.611v-18.681c0-2.976 1.927-5.471 4.762-6.208l11.735-3.146c1.417-5.046 3.43-9.978 6.066-14.655l-6.066-10.517c-1.502-2.551-1.077-5.669 1.021-7.739l13.209-13.209c2.069-2.098 5.188-2.494 7.739-1.021l10.517 6.066c4.677-2.608 9.581-4.649 14.655-6.066l3.118-11.735c.765-2.835 3.26-4.762 6.236-4.762h18.68c2.948 0 5.443 1.927 6.208 4.762l3.118 11.735c5.074 1.417 9.978 3.43 14.655 6.066l10.517-6.066c2.551-1.474 5.669-1.077 7.739 1.021l13.209 13.209c2.098 2.069 2.523 5.187 1.049 7.739l-6.066 10.517c2.608 4.677 4.62 9.609 6.038 14.655l11.735 3.118c2.863.765 4.762 3.26 4.762 6.236v18.681c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.046-3.43 9.95-6.038 14.627l6.066 10.517c1.474 2.551 1.049 5.669-1.049 7.767l-13.209 13.209c-2.069 2.069-5.188 2.494-7.739 1.02l-10.517-6.066c-4.677 2.608-9.581 4.621-14.655 6.038l-3.118 11.736c-.765 2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 1: Extra\u00e7\u00e3o de dados \u2014 Unificar fontes d\u00edspares com o AutoDoc AI\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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<div class=\"elementor-element elementor-element-79beddd e-grid e-con-boxed e-con e-child\" data-id=\"79beddd\" 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-863652f elementor-widget elementor-widget-text-editor\" data-id=\"863652f\" 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>Objetivo:<\/strong> Extrair os dados brutos de MRO de todas as fontes internas e externas relevantes antes de se iniciar a defini\u00e7\u00e3o de perfis e a limpeza dos dados.<\/p><p>\u00a0<strong>Como funciona:<\/strong><\/p><ul><li>Utilizando <strong>AutoDoc AI, <\/strong>um <span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/intelligent-document-processing\/\">agente de processamento inteligente de documentos,<\/a><\/span><\/span> os dados s\u00e3o extra\u00eddos automaticamente de:\u00a0<\/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-d6e02d2 elementor-widget elementor-widget-video\" data-id=\"d6e02d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/a_-fodr0ccY&quot;,&quot;start&quot;:4,&quot;video_type&quot;:&quot;youtube&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=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\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\t\t<div class=\"elementor-element elementor-element-4bcfdcd elementor-widget elementor-widget-text-editor\" data-id=\"4bcfdcd\" 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><li style=\"list-style-type: none;\"><ul><li><strong>Lista de materiais (BOMs)<\/strong><\/li><li><strong>Manuais t\u00e9cnicos<\/strong><\/li><li><strong>Desenhos t\u00e9cnicos<\/strong><\/li><li><strong>Folhas de c\u00e1lculo, cat\u00e1logos antigos e sistemas de aquisi\u00e7\u00e3o<\/strong><\/li><li><strong>Plataformas ERP e EAM<\/strong> (por exemplo, SAP, Oracle, Maximo)<\/li><\/ul><\/li><\/ul><ul><li>A ferramenta analisa documentos estruturados e n\u00e3o estruturados para identificar descri\u00e7\u00f5es de pe\u00e7as, especifica\u00e7\u00f5es e refer\u00eancias do fabricante.<\/li><li>As ferramentas de an\u00e1lise de perfis de dados avaliam, em seguida:\u00a0<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Exaustividade dos dados (por exemplo, n\u00fameros de pe\u00e7a ou especifica\u00e7\u00f5es em falta)<\/li><li>Inconsist\u00eancias de formato (por exemplo, \u00abKG\u00bb vs. \u00abkg\u00bb)<\/li><li>Frequ\u00eancia e distribui\u00e7\u00e3o dos valores dos atributos<\/li><li>Identifica\u00e7\u00e3o inicial de duplicados atrav\u00e9s de algoritmos de correspond\u00eancia por token e de correspond\u00eancia aproximada<\/li><\/ul><\/li><\/ul><p><strong>Resultado:<\/strong><br \/>Um conjunto de dados MRO consolidado, perfilado e estruturado, pronto para limpeza e transforma\u00e7\u00e3o.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-baf1dc6 e-con-full pointer e-flex e-con e-child\" data-id=\"baf1dc6\" 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-70a7105 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"70a7105\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.884-25.398-8.788-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.883-25.398-8.759-33.222-14.4v53.234c0 7.625 13.918 15.307 36.397 21.543 24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.543v-53.234c-7.824 5.641-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.394-100.091-11.537-14.06-3.912-25.398-8.787-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.488-33.222 14.4-25.71 7.144-61.115 11.537-100.091 11.537zm-166.167 92.523v18.68c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.045-3.43 9.978-6.038 14.655l6.066 10.488c1.474 2.551 1.049 5.698-1.021 7.767l-13.209 13.209c-2.098 2.098-5.216 2.494-7.767 1.021l-10.517-6.066c-4.677 2.608-9.581 4.621-14.627 6.066l-3.146 11.735c-.765 2.834-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.928-6.236-4.762l-3.118-11.735c-5.046-1.417-9.978-3.458-14.655-6.066l-10.516 6.066c-2.551 1.474-5.669 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0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 2: Classifica\u00e7\u00e3o \u2014 Estrutura\u00e7\u00e3o da base com a IA AutoClass\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-77eac17 elementor-widget elementor-widget-text-editor\" data-id=\"77eac17\" 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>Objetivo:<\/strong> Agrupar todos os registos de materiais de acordo com uma taxonomia de materiais MRO coerente e l\u00f3gica, para permitir uma identifica\u00e7\u00e3o estruturada.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li><strong>AutoTrans IA<\/strong> <span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/ai-multilingual-translation\/\">traduz descri\u00e7\u00f5es multilingues de MRO<\/a><\/span><\/span> (por exemplo, \u00e1rabe, espanhol, chin\u00eas) para ingl\u00eas, para efeitos de classifica\u00e7\u00e3o normalizada.<\/li><li><strong>Agente de IA AutoClass<\/strong> descri\u00e7\u00f5es traduzidas dos processos:\u00a0<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Tokeniza e interpreta semanticamente descri\u00e7\u00f5es como<br \/><strong><span style=\"color: #000080;\"><em>\u00abParafuso de cabe\u00e7a sextavada SS 1\/2-13UNC x 2,0\u00bb<\/em><\/span><\/strong><br \/><em><span style=\"color: #000080;\">\u2192 material: a\u00e7o inoxid\u00e1vel, formato: cabe\u00e7a hexagonal, tipo: parafuso, rosca: 13UNC<\/span><\/em><\/li><\/ul><\/li><li>Os itens s\u00e3o atribu\u00eddos \u00e0s taxonomias adequadas (por exemplo, UNSPSC, eCl@ss ou esquemas personalizados)<\/li><li>Utiliza o reconhecimento de padr\u00f5es e a vetoriza\u00e7\u00e3o para a cria\u00e7\u00e3o de mapas inteligentes, mesmo quando os dados introduzidos variam do ponto de vista lingu\u00edstico ou estrutural<\/li><\/ul><p><strong>Resultado:<\/strong><br \/>Todos os itens est\u00e3o categorizados com precis\u00e3o em todas as l\u00ednguas e formatos, prontos para a atribui\u00e7\u00e3o de modelos e para o processamento posterior.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bfc49de e-con-full pointer e-flex e-con e-child\" data-id=\"bfc49de\" 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-8e2486f elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8e2486f\" 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 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5.442-4.762 6.208l-11.735 3.146c-1.417 5.045-3.43 9.978-6.038 14.655l6.066 10.488c1.474 2.551 1.049 5.698-1.021 7.767l-13.209 13.209c-2.098 2.098-5.216 2.494-7.767 1.021l-10.517-6.066c-4.677 2.608-9.581 4.621-14.627 6.066l-3.146 11.735c-.765 2.834-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.928-6.236-4.762l-3.118-11.735c-5.046-1.417-9.978-3.458-14.655-6.066l-10.516 6.066c-2.551 1.474-5.669 1.077-7.739-1.021l-13.209-13.209c-2.098-2.098-2.494-5.216-1.02-7.767l6.066-10.488c-2.636-4.677-4.649-9.61-6.066-14.655l-11.736-3.146c-2.835-.766-4.762-3.26-4.762-6.208v-18.68c0-2.948 1.927-5.443 4.762-6.208l11.736-3.146c1.417-5.046 3.43-9.95 6.066-14.627l-6.066-10.517c-1.474-2.551-1.077-5.669 1.02-7.767l13.209-13.209c2.069-2.069 5.188-2.495 7.739-1.021l10.516 6.066c4.677-2.608 9.61-4.62 14.655-6.066l3.118-11.707c.765-2.863 3.26-4.762 6.236-4.762h18.68c2.948 0 5.442 1.899 6.208 4.762l3.146 11.707c5.046 1.446 9.949 3.458 14.627 6.066l10.517-6.066c2.551-1.474 5.669-1.049 7.767 1.021l13.209 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class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 3: Defini\u00e7\u00e3o da ficha t\u00e9cnica\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-a5a36f2 elementor-widget elementor-widget-text-editor\" data-id=\"a5a36f2\" 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>Objetivo: <\/strong>Determine os atributos t\u00e9cnicos necess\u00e1rios com base na classe do artigo.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li>Com base na classifica\u00e7\u00e3o da Etapa 2, cada item \u00e9 associado a uma das mais de 3 700 fichas de dados padronizadas (modelos de atributos).<\/li><li>Cada ficha t\u00e9cnica corresponde a uma classe de artigo espec\u00edfica e cont\u00e9m um conjunto predefinido de atributos relevantes para essa classe.<\/li><li>Estes atributos definem as informa\u00e7\u00f5es t\u00e9cnicas, comerciais e relacionadas com a conformidade necess\u00e1rias para a utiliza\u00e7\u00e3o, aquisi\u00e7\u00e3o e manuten\u00e7\u00e3o do artigo.<\/li><\/ul><p><strong>Exemplo:<\/strong><\/p><ul><li>Artigo classificado: <strong><span style=\"color: #003366;\"><em>\u00abBomba centr\u00edfuga, de suc\u00e7\u00e3o lateral\u00bb<\/em><\/span><\/strong><\/li><li>Ficha t\u00e9cnica atribu\u00edda: \u00abBombas \u2013 Centr\u00edfugas \u2013 De suc\u00e7\u00e3o lateral \u2013 Horizontais\u00bb<\/li><li>Atributos definidos:\u00a0<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Caudal (por exemplo, 150 GPM)<\/li><li>Altura manom\u00e9trica (por exemplo, 100 p\u00e9s)<\/li><li>Material da carca\u00e7a (por exemplo, ferro fundido)<\/li><li>Material do impulsor (por exemplo, bronze)<\/li><li>Dimens\u00f5es da suc\u00e7\u00e3o e da descarga<\/li><li>Requisitos de alimenta\u00e7\u00e3o<\/li><li>Nome e modelo do fabricante original (OEM)<\/li><\/ul><\/li><\/ul><p><strong>Resultado:<br \/><\/strong>Cada item est\u00e1 agora associado a um modelo t\u00e9cnico relevante, garantindo que seja descrito atrav\u00e9s de um conjunto de campos consistente, completo e normalizado.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-689eb40 e-con-full pointer e-flex e-con e-child\" data-id=\"689eb40\" 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-78ca154 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"78ca154\" data-element_type=\"widget\" data-e-type=\"widget\" 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fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 4: Extra\u00e7\u00e3o de atributos \u2014 Transformar texto em dados estruturados com o AutoSpec AI\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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<div class=\"elementor-element elementor-element-68973ef e-grid e-con-full e-con e-child\" data-id=\"68973ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c042f4 elementor-widget elementor-widget-text-editor\" data-id=\"3c042f4\" 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>Objetivo:<\/strong> Extrair especifica\u00e7\u00f5es detalhadas a partir de texto n\u00e3o estruturado e artefactos digitais.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li><strong>AutoSpec AI, <\/strong><span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/attribute-extraction-data-mapping-automated-specification\/\">agente de extra\u00e7\u00e3o de atributos e mapeamento de dados para dados de MRO<\/a>,<\/span><\/span> analisa descri\u00e7\u00f5es de artigos, fichas t\u00e9cnicas, desenhos e encomendas anteriores<\/li><li>Os atributos s\u00e3o analisados e atribu\u00eddos aos campos definidos na ficha de dados:<ul><li><strong><span style=\"color: #003366;\">\u00abParafuso sextavado SS 1\/2 x 2 pol., Classe 5\u00bb <\/span><\/strong><\/li><li><strong><span style=\"color: #003366;\">\u2192 Material: a\u00e7o inoxid\u00e1vel<\/span><\/strong><br \/><strong><span style=\"color: #003366;\">Dimens\u00f5es: 1\/2 polegada x 2 polegadas<\/span><\/strong><br \/><strong><span style=\"color: #003366;\">Ano de escolaridade: 5.\u00ba<\/span><\/strong><\/li><\/ul><\/li><\/ul><p><strong>Resultado:<\/strong><br \/>As descri\u00e7\u00f5es transformam-se em registos de dados estruturados e pesquis\u00e1veis, alinhados com modelos de atributos.<\/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-be030ce elementor-widget elementor-widget-image\" data-id=\"be030ce\" 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 decoding=\"async\" width=\"620\" height=\"620\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/03\/Untitled-design-2.png\" class=\"attachment-large size-large wp-image-27553\" alt=\"AutoSpec\" 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6.066c4.677-2.608 9.581-4.649 14.655-6.066l3.118-11.735c.765-2.835 3.26-4.762 6.236-4.762h18.68c2.948 0 5.443 1.927 6.208 4.762l3.118 11.735c5.074 1.417 9.978 3.43 14.655 6.066l10.517-6.066c2.551-1.474 5.669-1.077 7.739 1.021l13.209 13.209c2.098 2.069 2.523 5.187 1.049 7.739l-6.066 10.517c2.608 4.677 4.62 9.609 6.038 14.655l11.735 3.118c2.863.765 4.762 3.26 4.762 6.236v18.681c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.046-3.43 9.95-6.038 14.627l6.066 10.517c1.474 2.551 1.049 5.669-1.049 7.767l-13.209 13.209c-2.069 2.069-5.188 2.494-7.739 1.02l-10.517-6.066c-4.677 2.608-9.581 4.621-14.655 6.038l-3.118 11.736c-.765 2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 5: Normaliza\u00e7\u00e3o \u2013 Padroniza\u00e7\u00e3o de formatos e unidades com o AutoNorm AI\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-8ec41cb elementor-widget elementor-widget-text-editor\" data-id=\"8ec41cb\" 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>Objetivo:<\/strong> Assegure uma representa\u00e7\u00e3o coerente de todos os valores e unidades.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li>Explica\u00e7\u00e3o das abreviaturas: <span style=\"color: #000080;\"><strong>\u00abSS\u00bb \u2192 \u00abA\u00e7o inoxid\u00e1vel\u00bb; \u00abBRG\u00bb \u2192 \u00abRolamento\u00bb<\/strong><\/span><\/li><li>Convers\u00e3o de unidades: <span style=\"color: #000080;\"><strong>mm \u2194 polegadas, libras \u2194 kg<\/strong><\/span><\/li><li>Coer\u00eancia de formata\u00e7\u00e3o: <span style=\"color: #000080;\"><strong>\u00abRPM1800\u00bb \u2192 \u00ab1800 RPM\u00bb; \u00abDia 1\u00bb \u2192 \u00ab1,00 mm de di\u00e2metro\u00bb<\/strong><\/span><\/li><\/ul><p><strong>Resultado:<\/strong><br \/>Os dados seguem normas unificadas, eliminando as varia\u00e7\u00f5es e melhorando a interoperabilidade entre sistemas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8408881 e-con-full pointer e-flex e-con e-child\" data-id=\"8408881\" 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-fae0e42 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"fae0e42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.884-25.398-8.788-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.883-25.398-8.759-33.222-14.4v53.234c0 7.625 13.918 15.307 36.397 21.543 24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.543v-53.234c-7.824 5.641-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 0-74.353-4.394-100.091-11.537-14.06-3.912-25.398-8.787-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.488-33.222 14.4-25.71 7.144-61.115 11.537-100.091 11.537zm-166.167 92.523v18.68c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.045-3.43 9.978-6.038 14.655l6.066 10.488c1.474 2.551 1.049 5.698-1.021 7.767l-13.209 13.209c-2.098 2.098-5.216 2.494-7.767 1.021l-10.517-6.066c-4.677 2.608-9.581 4.621-14.627 6.066l-3.146 11.735c-.765 2.834-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.928-6.236-4.762l-3.118-11.735c-5.046-1.417-9.978-3.458-14.655-6.066l-10.516 6.066c-2.551 1.474-5.669 1.077-7.739-1.021l-13.209-13.209c-2.098-2.098-2.494-5.216-1.02-7.767l6.066-10.488c-2.636-4.677-4.649-9.61-6.066-14.655l-11.736-3.146c-2.835-.766-4.762-3.26-4.762-6.208v-18.68c0-2.948 1.927-5.443 4.762-6.208l11.736-3.146c1.417-5.046 3.43-9.95 6.066-14.627l-6.066-10.517c-1.474-2.551-1.077-5.669 1.02-7.767l13.209-13.209c2.069-2.069 5.188-2.495 7.739-1.021l10.516 6.066c4.677-2.608 9.61-4.62 14.655-6.066l3.118-11.707c.765-2.863 3.26-4.762 6.236-4.762h18.68c2.948 0 5.442 1.899 6.208 4.762l3.146 11.707c5.046 1.446 9.949 3.458 14.627 6.066l10.517-6.066c2.551-1.474 5.669-1.049 7.767 1.021l13.209 13.209c2.069 2.098 2.495 5.216 1.021 7.767l-6.066 10.517c2.608 4.677 4.621 9.581 6.038 14.627l11.735 3.146c2.863.765 4.762 3.26 4.762 6.208zm-40.507 9.354c0-23.102-18.709-41.811-41.811-41.811s-41.811 18.709-41.811 41.811 18.737 41.782 41.811 41.782 41.811-18.708 41.811-41.782zm-41.811-29.821c-16.469 0-29.792 13.351-29.792 29.821s13.323 29.792 29.792 29.792 29.821-13.323 29.821-29.792-13.351-29.821-29.821-29.821zm166.167-268.611v-18.681c0-2.976 1.927-5.471 4.762-6.208l11.735-3.146c1.417-5.046 3.43-9.978 6.066-14.655l-6.066-10.517c-1.502-2.551-1.077-5.669 1.021-7.739l13.209-13.209c2.069-2.098 5.188-2.494 7.739-1.021l10.517 6.066c4.677-2.608 9.581-4.649 14.655-6.066l3.118-11.735c.765-2.835 3.26-4.762 6.236-4.762h18.68c2.948 0 5.443 1.927 6.208 4.762l3.118 11.735c5.074 1.417 9.978 3.43 14.655 6.066l10.517-6.066c2.551-1.474 5.669-1.077 7.739 1.021l13.209 13.209c2.098 2.069 2.523 5.187 1.049 7.739l-6.066 10.517c2.608 4.677 4.62 9.609 6.038 14.655l11.735 3.118c2.863.765 4.762 3.26 4.762 6.236v18.681c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.046-3.43 9.95-6.038 14.627l6.066 10.517c1.474 2.551 1.049 5.669-1.049 7.767l-13.209 13.209c-2.069 2.069-5.188 2.494-7.739 1.02l-10.517-6.066c-4.677 2.608-9.581 4.621-14.655 6.038l-3.118 11.736c-.765 2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 6: Enriquecimento \u2014 Preenchimento de lacunas de dados com a IA do AutoEnrich\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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<div class=\"elementor-element elementor-element-7d22669 e-grid e-con-full e-con e-child\" data-id=\"7d22669\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef0b74f elementor-widget elementor-widget-text-editor\" data-id=\"ef0b74f\" 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>Objetivo: <\/strong>Preencha os atributos em falta utilizando a l\u00f3gica interna, registos de refer\u00eancia e fontes de dados externas.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li>AutoEnrich IA para <span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/automated-ai-enrichment-data-cleansing\/\">extra\u00e7\u00e3o e mapeamento automatizados de atributos<\/a><\/span><\/span>, refer\u00eancias cruzadas:<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Cat\u00e1logos e fichas t\u00e9cnicas dos fabricantes de equipamento original (OEM)<\/li><li>Portais de fornecedores.<\/li><\/ul><\/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-4e4fba5 elementor-widget elementor-widget-video\" data-id=\"4e4fba5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/wlZAahVApwY&quot;,&quot;start&quot;:82,&quot;video_type&quot;:&quot;youtube&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=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-59346b1 e-grid e-con-full e-con e-child\" data-id=\"59346b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4e6656 elementor-widget elementor-widget-text-editor\" data-id=\"b4e6656\" 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><li style=\"list-style-type: none;\"><ul><li>Elementos internos previamente enriquecidos na mesma classe<\/li><li>Modelos padr\u00e3o e bibliotecas de conformidade<\/li><\/ul><\/li><\/ul>\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<div class=\"elementor-element elementor-element-e496533 elementor-widget elementor-widget-text-editor\" data-id=\"e496533\" 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><li>O enriquecimento pode ser direto (obtido a partir de fontes fidedignas) ou inferido (previsto com base em registos semelhantes).<\/li><\/ul><p><span style=\"text-decoration: underline;\"><strong>Exemplo 1: Enriquecimento direto<\/strong><\/span><\/p><ul><li>Registo original: <em>\u00abBomba centr\u00edfuga, 5 HP\u00bb<\/em> em que falta o \u00abMaterial da voluta\u00bb<\/li><li>O AutoEnrich consulta o cat\u00e1logo do fabricante original (OEM) para o mesmo modelo e encontra: <em>\u00abMaterial da voluta: ferro fundido\u00bb<\/em><\/li><\/ul><p><strong><span style=\"text-decoration: underline;\">Exemplo 2: Infer\u00eancia contextual<\/span><\/strong><\/p><ul><li>Os registos da bomba centr\u00edfuga interna de 5 HP, modelo 95%, indicam que <em>\u00abTipo de estrutura: TEFC\u00bb<\/em><\/li><li>O AutoEnrich sugere \u00abTEFC\u00bb como valor predefinido, com pontua\u00e7\u00e3o de confian\u00e7a<\/li><\/ul><p><span style=\"text-decoration: underline;\"><strong>Exemplo 3: Aquisi\u00e7\u00e3o pela Internet<\/strong><\/span><\/p><ul><li>A IA do AutoEnrich obt\u00e9m as especifica\u00e7\u00f5es t\u00e9cnicas do \u00abMotor ABB M3BP 180MLA 4\u00bb a partir do cat\u00e1logo global da ABB, preenchendo os valores em falta, tais como:\u00a0<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Classe de efici\u00eancia: IE3<\/li><li>Classe de isolamento: F<\/li><li>\u00cdndice de prote\u00e7\u00e3o: IP55<\/li><\/ul><\/li><\/ul><p><strong>Resultado:<\/strong><br \/>O sistema preenche os campos que anteriormente estavam em branco com informa\u00e7\u00f5es validadas e fi\u00e1veis, o que resulta em registos completos e tecnicamente s\u00f3lidos que podem ser utilizados com confian\u00e7a nos processos de manuten\u00e7\u00e3o, aprovisionamento e conformidade.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c9ceb9 e-con-full pointer e-flex e-con e-child\" data-id=\"2c9ceb9\" 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-523ed8b elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"523ed8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.884-25.398-8.788-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.517-33.222 14.4-25.71 7.143-61.115 11.565-100.091 11.565zm0-71.915c-38.976 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2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 7: Gest\u00e3o de pe\u00e7as obsoletas com o SpareSeek AI\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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<div class=\"elementor-element elementor-element-2de3eef e-grid e-con-full e-con e-child\" data-id=\"2de3eef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f46d38e elementor-widget elementor-widget-text-editor\" data-id=\"f46d38e\" 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>Objetivo:<\/strong> Identificar e gerir materiais desatualizados ou inativos.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li><span style=\"color: #000000;\">SpareSeek IA<\/span> <span style=\"text-decoration: underline;\"><span style=\"color: #333399;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/parts-obsolescence-management\/\">assinala pe\u00e7as obsoletas<\/a><\/span><\/span> por:\u00a0<\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li>Verifica\u00e7\u00e3o cruzada das refer\u00eancias dos fabricantes de equipamento original (OEM)<\/li><li>Identifica\u00e7\u00e3o de SKUs descontinuados<\/li><li>Identifica\u00e7\u00e3o de normas desatualizadas ou materiais proibidos<\/li><\/ul><\/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-65cd616 elementor-widget elementor-widget-video\" data-id=\"65cd616\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/tWhAeaVJgx8&quot;,&quot;start&quot;:82,&quot;video_type&quot;:&quot;youtube&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=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43187b4 elementor-widget elementor-widget-text-editor\" data-id=\"43187b4\" 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><li style=\"list-style-type: none;\"><ul><li>Sugerir equivalentes modernos ou substitutos prefer\u00edveis<\/li><\/ul><\/li><\/ul><p><strong>Exemplo:<\/strong><br \/><span style=\"color: #000080;\"><strong>\u00abMotor GE, 2 HP, 208 V\u00bb marcado como obsoleto \u2192 Substitui\u00e7\u00e3o sugerida: \u00abMotor GE, 2 HP, 230 V\u00bb<\/strong><\/span><\/p><p><strong>Resultado:<\/strong><br \/>Os artigos obsoletos s\u00e3o retirados de circula\u00e7\u00e3o ou substitu\u00eddos, o que permite otimizar o invent\u00e1rio e reduzir o risco.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c1ff666 e-con-full pointer e-flex e-con e-child\" data-id=\"c1ff666\" 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-742b49d elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"742b49d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 0-74.353-4.422-100.091-11.565-14.06-3.884-25.398-8.788-33.222-14.4v53.206c0 7.654 13.918 15.335 36.397 21.572 24.69 6.832 58.961 11.083 96.917 11.083s72.227-4.252 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572v-53.206c-7.824 5.613-19.162 10.517-33.222 14.4-25.71 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2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 8: Desduplica\u00e7\u00e3o \u2014 Elimina\u00e7\u00e3o da redund\u00e2ncia em dois n\u00edveis\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-bd94be1 elementor-widget elementor-widget-text-editor\" data-id=\"bd94be1\" 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>Objetivo:<\/strong> Identificar e consolidar as duplicatas, tanto ao n\u00edvel da correspond\u00eancia exata como ao n\u00edvel sem\u00e2ntico.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li><strong>L1:<\/strong> Correspond\u00eancia por token\/aproximada <span style=\"color: #000080;\"><strong>(por exemplo, \u00abBomba de 5 HP\u00bb vs. \u00abBomba de 5 HP\u00bb)<\/strong><\/span><\/li><li><strong>L2:<\/strong> Agrupamento sem\u00e2ntico utilizando representa\u00e7\u00f5es de NLP e correla\u00e7\u00e3o de atributos<\/li><li>A pontua\u00e7\u00e3o de confian\u00e7a orienta a fus\u00e3o ou a valida\u00e7\u00e3o manual<\/li><\/ul><p><strong>Resultado:<\/strong><br \/>Uma lista principal de artigos, sem duplicados e mais simplificada, pronta para um planeamento e aprovisionamento precisos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e3d34c e-con-full pointer e-flex e-con e-child\" data-id=\"5e3d34c\" 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-7bf34e0 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7bf34e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m254.625 220.496c-13.89 3.855-40.621 12.019-44.674 28.743l-.283 43.767h-185.726v-64.233c0-42.18 34.753-68.797 78.605-79.824 13.748 10.006 30.699 15.931 49.039 15.931s35.263-5.924 49.04-15.931c38.92 9.808 70.668 31.89 77.301 66.246-7.965 1.474-15.789 3.203-23.301 5.301zm-103.04-67.606c39.345 0 71.433-32.088 71.433-71.433s-32.087-71.433-71.432-71.433-71.433 32.088-71.433 71.433 32.088 71.433 71.433 71.433zm106.243 79.172c-22.479 6.236-36.397 13.918-36.397 21.543s13.918 15.335 36.397 21.572c24.69 6.86 58.961 11.083 96.917 11.083s72.227-4.224 96.917-11.083c22.479-6.236 36.397-13.918 36.397-21.572s-13.918-15.307-36.397-21.543c-24.69-6.86-58.932-11.083-96.917-11.083s-72.227 4.224-96.917 11.083zm96.917 210.019c-38.976 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5.442-4.762 6.208l-11.735 3.146c-1.417 5.045-3.43 9.978-6.038 14.655l6.066 10.488c1.474 2.551 1.049 5.698-1.021 7.767l-13.209 13.209c-2.098 2.098-5.216 2.494-7.767 1.021l-10.517-6.066c-4.677 2.608-9.581 4.621-14.627 6.066l-3.146 11.735c-.765 2.834-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.928-6.236-4.762l-3.118-11.735c-5.046-1.417-9.978-3.458-14.655-6.066l-10.516 6.066c-2.551 1.474-5.669 1.077-7.739-1.021l-13.209-13.209c-2.098-2.098-2.494-5.216-1.02-7.767l6.066-10.488c-2.636-4.677-4.649-9.61-6.066-14.655l-11.736-3.146c-2.835-.766-4.762-3.26-4.762-6.208v-18.68c0-2.948 1.927-5.443 4.762-6.208l11.736-3.146c1.417-5.046 3.43-9.95 6.066-14.627l-6.066-10.517c-1.474-2.551-1.077-5.669 1.02-7.767l13.209-13.209c2.069-2.069 5.188-2.495 7.739-1.021l10.516 6.066c4.677-2.608 9.61-4.62 14.655-6.066l3.118-11.707c.765-2.863 3.26-4.762 6.236-4.762h18.68c2.948 0 5.442 1.899 6.208 4.762l3.146 11.707c5.046 1.446 9.949 3.458 14.627 6.066l10.517-6.066c2.551-1.474 5.669-1.049 7.767 1.021l13.209 13.209c2.069 2.098 2.495 5.216 1.021 7.767l-6.066 10.517c2.608 4.677 4.621 9.581 6.038 14.627l11.735 3.146c2.863.765 4.762 3.26 4.762 6.208zm-40.507 9.354c0-23.102-18.709-41.811-41.811-41.811s-41.811 18.709-41.811 41.811 18.737 41.782 41.811 41.782 41.811-18.708 41.811-41.782zm-41.811-29.821c-16.469 0-29.792 13.351-29.792 29.821s13.323 29.792 29.792 29.792 29.821-13.323 29.821-29.792-13.351-29.821-29.821-29.821zm166.167-268.611v-18.681c0-2.976 1.927-5.471 4.762-6.208l11.735-3.146c1.417-5.046 3.43-9.978 6.066-14.655l-6.066-10.517c-1.502-2.551-1.077-5.669 1.021-7.739l13.209-13.209c2.069-2.098 5.188-2.494 7.739-1.021l10.517 6.066c4.677-2.608 9.581-4.649 14.655-6.066l3.118-11.735c.765-2.835 3.26-4.762 6.236-4.762h18.68c2.948 0 5.443 1.927 6.208 4.762l3.118 11.735c5.074 1.417 9.978 3.43 14.655 6.066l10.517-6.066c2.551-1.474 5.669-1.077 7.739 1.021l13.209 13.209c2.098 2.069 2.523 5.187 1.049 7.739l-6.066 10.517c2.608 4.677 4.62 9.609 6.038 14.655l11.735 3.118c2.863.765 4.762 3.26 4.762 6.236v18.681c0 2.948-1.899 5.442-4.762 6.208l-11.735 3.146c-1.417 5.046-3.43 9.95-6.038 14.627l6.066 10.517c1.474 2.551 1.049 5.669-1.049 7.767l-13.209 13.209c-2.069 2.069-5.188 2.494-7.739 1.02l-10.517-6.066c-4.677 2.608-9.581 4.621-14.655 6.038l-3.118 11.736c-.765 2.863-3.26 4.762-6.208 4.762h-18.68c-2.976 0-5.471-1.899-6.236-4.762l-3.118-11.736c-5.074-1.417-9.978-3.43-14.655-6.038l-10.517 6.066c-2.551 1.474-5.669 1.049-7.739-1.02l-13.209-13.209c-2.098-2.098-2.523-5.216-1.021-7.767l6.066-10.517c-2.636-4.677-4.649-9.581-6.066-14.627l-11.735-3.146c-2.835-.765-4.762-3.26-4.762-6.208zm40.507-9.354c0 23.102 18.737 41.811 41.811 41.811s41.811-18.709 41.811-41.811-18.709-41.811-41.811-41.811-41.811 18.737-41.811 41.811zm41.811 29.82c16.469 0 29.821-13.351 29.821-29.82s-13.351-29.792-29.821-29.792-29.792 13.323-29.792 29.792 13.323 29.82 29.792 29.82z\" fill-rule=\"evenodd\"><\/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<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPasso 9: Prepara\u00e7\u00e3o dos resultados e integra\u00e7\u00e3o com o ERP \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-3995ae3 elementor-widget elementor-widget-text-editor\" data-id=\"3995ae3\" 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>Objetivo:<\/strong> Implementar os dados limpos nos sistemas produtivos, na l\u00edngua local e no formato exigido.<\/p><p><strong>Como funciona:<\/strong><\/p><ul><li>Os registos em ingl\u00eas s\u00e3o traduzidos de volta para a l\u00edngua original utilizando <span style=\"color: #000000;\">AutoTrans IA<\/span> para implementa\u00e7\u00e3o em ambientes multilingues<\/li><li>Registos finais limpos exportados nos formatos ERP\/EAM (SAP, Maximo, Oracle)<\/li><li>Os fluxos de trabalho integrados validam e aprovam registos em tempo real atrav\u00e9s de <span style=\"color: #000000;\">Integridade da Verdantis<\/span><\/li><\/ul><p><strong>Resultado:<\/strong><br \/>Os dados preparados para o ERP s\u00e3o em tempo real, localizados e geridos, apoiando as opera\u00e7\u00f5es, a conformidade e o planeamento estrat\u00e9gico.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fcd1ac e-flex e-con-boxed e-con e-parent\" data-id=\"4fcd1ac\" 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-0662acc e-grid e-con-full e-con e-child\" data-id=\"0662acc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b1280e6 e-grid e-con-full e-con e-child\" data-id=\"b1280e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12dffa5 elementor-widget elementor-widget-heading\" data-id=\"12dffa5\" 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<div class=\"elementor-heading-title elementor-size-default\">Conhe\u00e7a a plataforma: otimiza\u00e7\u00e3o de dados MRO em tempo real<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c54804 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"9c54804\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM0ODk2IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Veja j\u00e1 a plataforma ao vivo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-d94415f elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"d94415f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:5,&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\/Classification-Revised.mp4#t=5\" 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-a1a91fc e-flex e-con-boxed e-con e-parent\" data-id=\"a1a91fc\" 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-eb371e9 elementor-widget elementor-widget-heading\" data-id=\"eb371e9\" 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<div class=\"elementor-heading-title elementor-size-default\">Conjunto de ferramentas de limpeza de dados MRO da Verdantis<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3528227 elementor-widget elementor-widget-text-editor\" data-id=\"3528227\" 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 solu\u00e7\u00e3o de limpeza de dados de MRO da Verdantis distingue-se das ofertas tradicionais dos fornecedores devido \u00e0s suas capacidades avan\u00e7adas, baseadas em IA:<\/p><table><thead><tr><td><p>Caracter\u00edstica<\/p><\/td><td><p>Verdantis<\/p><\/td><td><p>Fornecedores tradicionais<\/p><\/td><\/tr><\/thead><tbody><tr><td><p>Alimentado por IA <span style=\"color: #000000;\">Classifica\u00e7\u00e3o de dados de MRO <\/span>atrav\u00e9s do AutoEnrichAI<\/p><\/td><td><p>Sim (motor pr\u00f3prio)<\/p><\/td><td><p>Limitada<\/p><\/td><\/tr><tr><td><p>Suporte a taxonomias globais (UNSPSC, eCl@ss, NIGP)<\/p><\/td><td><p>Abrangente<\/p><\/td><td><p>Limitada<\/p><\/td><\/tr><tr><td><p>Limpeza multilingue (\u00e1rabe, espanhol, chin\u00eas e outros)<\/p><\/td><td><p>Compat\u00edvel<\/p><\/td><td><p>centrado no ingl\u00eas<\/p><\/td><\/tr><tr><td><p>Fluxos de trabalho de governa\u00e7\u00e3o em tempo real<\/p><\/td><td><p>Sim<\/p><\/td><td><p>Baseado em lotes<\/p><\/td><\/tr><tr><td><p>Integra\u00e7\u00f5es de API sem interrup\u00e7\u00f5es com sistemas ERP\/EAM (SAP, Maximo, Oracle)<\/p><\/td><td><p>Desde que<\/p><\/td><td><p>Limitada\/Manual<\/p><\/td><\/tr><tr><td><p>Fluxos de trabalho automatizados baseados na l\u00f3gica das empresas de enriquecimento de dados de MRO<\/p><\/td><td><p>Sim<\/p><\/td><td><p>Manual\/Baseado em folha de c\u00e1lculo<\/p><\/td><\/tr><tr><td><p>Software de gest\u00e3o de dados MRO preparado para a governan\u00e7a<\/p><\/td><td><p>Abrangente e integrado ao longo de todo o processo<\/p><\/td><td><p>Frequentemente isolados ou reativos<\/p><\/td><\/tr><\/tbody><\/table>\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-7ab889d e-flex e-con-boxed e-con e-parent\" data-id=\"7ab889d\" 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-3e93b49 elementor-widget elementor-widget-heading\" data-id=\"3e93b49\" 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=\"business-consequences-of-bad-quality-data\">Consequ\u00eancias comerciais da m\u00e1 qualidade dos dados<\/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-b4ca7f7 e-flex e-con-boxed e-con e-parent\" data-id=\"b4ca7f7\" 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-4d5e4d9 elementor-widget elementor-widget-text-editor\" data-id=\"4d5e4d9\" 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=\"107\" data-end=\"236\">A gest\u00e3o dos dados de MRO \u00e9 complexa e pode ter um impacto significativo na efici\u00eancia operacional e na rentabilidade em setores com grande concentra\u00e7\u00e3o de ativos.<\/p><ul data-start=\"1140\" data-end=\"1627\"><li data-start=\"1140\" data-end=\"1277\"><p data-start=\"1142\" data-end=\"1277\"><strong data-start=\"1142\" data-end=\"1175\">Excesso de stock e custos elevados<\/strong>: Dados imprecisos conduzem ao excesso de stock, ao stock oculto e ao aumento da obsolesc\u00eancia e dos custos de manuten\u00e7\u00e3o do stock.<\/p><\/li><li data-start=\"1278\" data-end=\"1382\"><p data-start=\"1280\" data-end=\"1382\"><strong data-start=\"1280\" data-end=\"1312\">Tempo de inatividade e perda de produtividade<\/strong>: A falta de dados ou dados incorretos atrasam as repara\u00e7\u00f5es e aumentam o tempo de inatividade das m\u00e1quinas.<\/p><\/li><li data-start=\"1383\" data-end=\"1494\"><p data-start=\"1385\" data-end=\"1494\"><strong data-start=\"1385\" data-end=\"1412\">Contrata\u00e7\u00e3o p\u00fablica ineficiente<\/strong>: Os dados fragmentados prejudicam o aprovisionamento, aumentam os custos e dificultam o cumprimento das normas.<\/p><\/li><li data-start=\"1495\" data-end=\"1627\"><p data-start=\"1497\" data-end=\"1627\"><strong data-start=\"1497\" data-end=\"1519\">Despesas n\u00e3o controladas<\/strong>: Sem clareza nos dados, as organiza\u00e7\u00f5es n\u00e3o conseguem acompanhar a utiliza\u00e7\u00e3o, otimizar as despesas nem negociar melhores condi\u00e7\u00f5es com os fornecedores.<\/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-2bea082 elementor-widget elementor-widget-image\" data-id=\"2bea082\" 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 decoding=\"async\" width=\"800\" height=\"528\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-e1752670196693.jpg\" class=\"attachment-large size-large wp-image-34883\" alt=\"Desafios relacionados com os dados de MRO\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-e1752670196693.jpg 915w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-e1752670196693-300x198.jpg 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-e1752670196693-768x507.jpg 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-e1752670196693-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-0d087f2 e-flex e-con-boxed e-con e-parent\" data-id=\"0d087f2\" 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-2500508 e-grid e-con-full e-con e-child\" data-id=\"2500508\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c15d6fe e-grid e-con-full e-con e-child\" data-id=\"c15d6fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff1248f elementor-widget elementor-widget-text-editor\" data-id=\"ff1248f\" 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 style=\"text-align: center;\"><span style=\"color: #ffffff;\">Um estudo de caso da EY sobre um cliente referiu que, ao limpar os dados mestre de MRO, uma empresa do setor energ\u00e9tico espera poupar <strong>~10%<\/strong> das despesas anuais com MRO ao longo de tr\u00eas anos, atrav\u00e9s da redu\u00e7\u00e3o de custos e de melhorias na gest\u00e3o de stocks<\/span><\/p><p style=\"text-align: center;\"><strong><a href=\"https:\/\/www.ey.com\/en_us\/insights\/energy-resources\/oil-gas\/transforming-mro-material-master-data-case-study\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"color: #ffffff;\">Fonte: EY<\/span><\/a><\/strong><\/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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ea1132 elementor-widget elementor-widget-heading\" data-id=\"4ea1132\" 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<div class=\"elementor-heading-title elementor-size-default\"> O impacto de dados de MRO incorretos<\/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-5f36881 e-flex e-con-boxed e-con e-parent\" data-id=\"5f36881\" 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-d3d1672 elementor-widget elementor-widget-text-editor\" data-id=\"d3d1672\" 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=\"89\" data-end=\"301\">Os ativos de MRO s\u00e3o essenciais para a produ\u00e7\u00e3o e <span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.verdantis.com\/equipment-maintenance-management\/\">manuten\u00e7\u00e3o em ind\u00fastrias com grande utiliza\u00e7\u00e3o de equipamentos<\/a><\/span>. Embora os sistemas de manuten\u00e7\u00e3o, como o CMMS\/EAM, automatizem processos e apoiem o planeamento, o seu sucesso depende de dados fi\u00e1veis e precisos.<\/p><p data-start=\"303\" data-end=\"606\">Infelizmente, a m\u00e1 qualidade dos dados de MRO \u2014 frequentemente n\u00e3o classificados, desatualizados ou incorretos \u2014 compromete estes sistemas. O problema come\u00e7a na cria\u00e7\u00e3o dos dados e alarga-se a toda a empresa, afetando <a href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">Gest\u00e3o de invent\u00e1rio de MRO<\/a>, manuten\u00e7\u00e3o preventiva, conformidade e muito mais. O resultado: tempo de inatividade do equipamento, inefici\u00eancias e perda de receitas.<\/p><p data-start=\"608\" data-end=\"690\">Um cen\u00e1rio t\u00edpico de \u00abparagem da linha de produ\u00e7\u00e3o\u00bb ilustra como dados incorretos podem provocar perturba\u00e7\u00f5es dispendiosas.<\/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-97afe63 e-flex e-con-boxed e-con e-parent\" data-id=\"97afe63\" 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-609d2f2 elementor-widget elementor-widget-be-timeline\" data-id=\"609d2f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"be-timeline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"be-pack timeline\"><li class=\"timeline-inverted\"> \n\t\t\t<div class=\"tl-circ\"><\/div>\n\t\t <div class=\"timeline-panel\">\n\t\t   <div class=\"tl-heading\">\n\t\t\t <div class=\"tl-content\">\n\n\t\t\t\n\t\t\t    \n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"be-desc\">\n\t\t\t\t\t\t\t<span class=\"be-title\">Falhas na manuten\u00e7\u00e3o preventiva: <\/span>\t\t\t\t\t\t\t<div class=\"be-content\"><p>O cen\u00e1rio come\u00e7a frequentemente com a falta de uma manuten\u00e7\u00e3o preventiva eficaz. Os sistemas de manuten\u00e7\u00e3o cont\u00eam dados essenciais (por exemplo, frequ\u00eancia de substitui\u00e7\u00e3o, vida \u00fatil do equipamento, registos de inspe\u00e7\u00e3o). No entanto, sem uma estrutura robusta para a cria\u00e7\u00e3o desses dados, estes continuam a ser inconsistentes e imprecisos.<\/p><p><strong>Isto leva a que a m\u00e1quina funcione para al\u00e9m do seu tempo de vida \u00fatil, a que uma pe\u00e7a interna se avarie inesperadamente e a que toda a linha de produ\u00e7\u00e3o pare. O impacto imediato \u00e9 a perda de produ\u00e7\u00e3o e o tempo desperdi\u00e7ado enquanto os engenheiros diagnosticam o problema.<\/strong><\/p><\/div>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<li class=\"timeline-right\"> \n\t\t\t<div class=\"tl-circ\"><\/div>\n\t\t <div class=\"timeline-panel\">\n\t\t   <div class=\"tl-heading\">\n\t\t\t <div class=\"tl-content\">\n\n\t\t\t\n\t\t\t    \n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"be-desc\">\n\t\t\t\t\t\t\t<span class=\"be-title\">Falhas na pesquisa de pe\u00e7as: <\/span>\t\t\t\t\t\t\t<div class=\"be-content\"><p>Assim que o engenheiro identifica a pe\u00e7a necess\u00e1ria a partir da documenta\u00e7\u00e3o do fabricante original (OEM), a sua pesquisa no sistema de manuten\u00e7\u00e3o torna-se dif\u00edcil devido a descri\u00e7\u00f5es imprecisas dos artigos de MRO, registos pouco claros e \u00e0 falta de informa\u00e7\u00f5es essenciais sobre os atributos. Mesmo que seja encontrada uma pe\u00e7a aparentemente correta, os dados incompletos geram incerteza.<\/p><p><strong>Isto pode resultar em pedidos da pe\u00e7a errada (por exemplo, pe\u00e7a correta, tamanho errado), atrasos adicionais e a necessidade de encomendas urgentes quando a pe\u00e7a correta n\u00e3o pode ser rapidamente localizada no invent\u00e1rio, mesmo que exista nas proximidades.<\/strong><\/p><\/div>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<li class=\"timeline-inverted\"> \n\t\t\t<div class=\"tl-circ\"><\/div>\n\t\t <div class=\"timeline-panel\">\n\t\t   <div class=\"tl-heading\">\n\t\t\t <div class=\"tl-content\">\n\n\t\t\t\n\t\t\t    \n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"be-desc\">\n\t\t\t\t\t\t\t<span class=\"be-title\">Falhas na gest\u00e3o de aquisi\u00e7\u00f5es\/despesas: <\/span>\t\t\t\t\t\t\t<div class=\"be-content\"><p>\u00c9 feita uma encomenda urgente ao departamento de compras. O comprador depara-se com as mesmas dificuldades de pesquisa, o que leva a repetidas buscas f\u00edsicas. Sob extrema press\u00e3o, o comprador recorre diretamente ao OEM (Fabricante de Equipamento Original) para obter a pe\u00e7a, ignorando alternativas de menor custo, distribuidores preferenciais e concursos p\u00fablicos.<\/p><p><strong>Isto resulta na aquisi\u00e7\u00e3o a um pre\u00e7o com uma margem de lucro elevada, uma vez que o fabricante de equipamento original (OEM) pode simplesmente adquirir e revender o componente, eliminando qualquer possibilidade de negocia\u00e7\u00e3o de pre\u00e7os ou descontos.<\/strong><\/p><\/div>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<li class=\"timeline-right\"> \n\t\t\t<div class=\"tl-circ\"><\/div>\n\t\t <div class=\"timeline-panel\">\n\t\t   <div class=\"tl-heading\">\n\t\t\t <div class=\"tl-content\">\n\n\t\t\t\n\t\t\t    \n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"be-desc\">\n\t\t\t\t\t\t\t<span class=\"be-title\">Falha no processamento da transa\u00e7\u00e3o: <\/span>\t\t\t\t\t\t\t<div class=\"be-content\"><p>Uma vez que o OEM pode n\u00e3o ser um fornecedor aprovado, a transa\u00e7\u00e3o tem de ser executada manualmente, o que leva a dados de despesas fragmentados. \u00c9 necess\u00e1rio criar \u00e0 pressa um novo registo mestre de fornecedor, que, muitas vezes, est\u00e1 incompleto.<\/p><p><strong>Isto pode causar atrasos no pagamento das faturas, a perda de descontos por pagamento antecipado e o encargo de juros. Al\u00e9m disso, s\u00e3o cobradas tarifas adicionais pelo transporte expresso para minimizar o tempo de inatividade, e as equipas de vendas t\u00eam de ajustar as datas de entrega das encomendas afetadas, o que tem impacto nos compromissos assumidos com os clientes.<\/strong><\/p><\/div>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<li class=\"timeline-inverted\"> \n\t\t\t<div class=\"tl-circ\"><\/div>\n\t\t <div class=\"timeline-panel\">\n\t\t   <div class=\"tl-heading\">\n\t\t\t <div class=\"tl-content\">\n\n\t\t\t\n\t\t\t    \n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"be-desc\">\n\t\t\t\t\t\t\t<span class=\"be-title\">Erros de invent\u00e1rio: <\/span>\t\t\t\t\t\t\t<div class=\"be-content\"><p>Sob a press\u00e3o da avaria, \u00e9 frequente encomendar pe\u00e7as de reposi\u00e7\u00e3o para m\u00e1quinas semelhantes de forma desnecess\u00e1ria, o que acarreta custos mais elevados de aquisi\u00e7\u00e3o e transporte, al\u00e9m de despesas com a rece\u00e7\u00e3o e o processamento de stock desnecess\u00e1rio. Acima de tudo, como o novo registo de artigo \u00e9 criado em condi\u00e7\u00f5es de urg\u00eancia, pode voltar a apresentar imprecis\u00f5es.<\/p><p><strong>Isto perpetua o ciclo, tornando os artigos de manuten\u00e7\u00e3o, repara\u00e7\u00e3o e opera\u00e7\u00f5es (MRO) suscet\u00edveis de n\u00e3o serem identificados no invent\u00e1rio anos mais tarde, quando outra m\u00e1quina semelhante avariar, potencialmente numa<\/strong> <strong>outra f\u00e1brica.<\/strong><\/p><\/div>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t \n      <\/ul>\n\n\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-4758c5a e-flex e-con-boxed e-con e-parent\" data-id=\"4758c5a\" 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-a161912 elementor-widget elementor-widget-text-editor\" data-id=\"a161912\" 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>Este cen\u00e1rio de paragem de produ\u00e7\u00e3o demonstra claramente como dados de MRO de m\u00e1 qualidade geram custos indesejados significativos, riscos operacionais e comportamentos que representam uma perda de tempo ao longo de todo o ciclo de vida da produ\u00e7\u00e3o, deixando ampla margem para falhas semelhantes no futuro. Dados de artigos de MRO precisos, limpos, enriquecidos e classificados, harmonizados com taxonomias padr\u00e3o, s\u00e3o essenciais para compreender e gerir eficazmente os padr\u00f5es de consumo de MRO, constituindo a base para uma verdadeira gest\u00e3o da procura. Estes desafios sublinham a necessidade cr\u00edtica de solu\u00e7\u00f5es de Gest\u00e3o de Dados Mestres.<\/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-0d6e50c e-con-full e-flex e-con e-child\" data-id=\"0d6e50c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49b0deb elementor-cta--skin-cover thecta elementor-widget elementor-widget-call-to-action\" data-id=\"49b0deb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/05\/drawing-wind-turbine-with-word-energy-it-scaled.jpg);\" role=\"img\" aria-label=\"An\u00e1lise de despesas de MRO\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tComece hoje mesmo a otimizar as suas despesas com MRO\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tObtenha uma an\u00e1lise personalizada, adaptada \u00e0s necessidades da sua organiza\u00e7\u00e3o.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjMyOTMyIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\tObter a An\u00e1lise de Despesas\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1f4bfac e-flex e-con-boxed e-con e-parent\" data-id=\"1f4bfac\" 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-6112e64 elementor-widget elementor-widget-heading\" data-id=\"6112e64\" 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-business-impact-of-reliable-mro-data\">O impacto nos neg\u00f3cios de dados fi\u00e1veis sobre manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO)<\/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-18cd785 e-flex e-con-boxed e-con e-parent\" data-id=\"18cd785\" 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-f499d98 elementor-widget elementor-widget-text-editor\" data-id=\"f499d98\" 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 implementa\u00e7\u00e3o de uma solu\u00e7\u00e3o de limpeza de dados de MRO baseada em IA transforma as opera\u00e7\u00f5es de manuten\u00e7\u00e3o, as aquisi\u00e7\u00f5es, a gest\u00e3o de invent\u00e1rio e os resultados em termos de capital de explora\u00e7\u00e3o. Eis o que as organiza\u00e7\u00f5es l\u00edderes est\u00e3o a conseguir:<\/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-f27b419 e-con-full e-grid e-con e-child\" data-id=\"f27b419\" 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-1aec41c e-con-full e-flex e-con e-child\" data-id=\"1aec41c\" 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-7316ef3 elementor-widget elementor-widget-heading\" data-id=\"7316ef3\" 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<div class=\"elementor-heading-title elementor-size-default\">Otimiza\u00e7\u00e3o do invent\u00e1rio e liberta\u00e7\u00e3o de capital circulante<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad24d78 elementor-widget elementor-widget-text-editor\" data-id=\"ad24d78\" 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><li><strong>Redu\u00e7\u00e3o 10\u201325%<\/strong> excesso de stock e stock obsoleto<\/li><li><strong>$5M\u2013$50M+ libertado<\/strong> proveniente do capital de giro imobilizado (dependendo da dimens\u00e3o)<\/li><li>Uma melhor visibilidade das pe\u00e7as reduz as encomendas duplicadas e as compras de emerg\u00eancia<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a3fbb8f e-con-full e-flex e-con e-child\" data-id=\"a3fbb8f\" 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-452e309 elementor-widget elementor-widget-heading\" data-id=\"452e309\" 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<div class=\"elementor-heading-title elementor-size-default\">Manuten\u00e7\u00e3o melhorada <br> Efici\u00eancia<br><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76418f2 elementor-widget elementor-widget-text-editor\" data-id=\"76418f2\" 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><li><strong>20\u201330%: execu\u00e7\u00e3o mais r\u00e1pida das ordens de trabalho<\/strong> gra\u00e7as aos dados precisos e pesquis\u00e1veis sobre pe\u00e7as sobressalentes<\/li><li>Redu\u00e7\u00e3o do tempo de inatividade n\u00e3o planeado atrav\u00e9s de <strong>identifica\u00e7\u00e3o mais r\u00e1pida de pe\u00e7as sobressalentes essenciais<\/strong><\/li><li>Manuten\u00e7\u00e3o preventiva (PM) melhorada atrav\u00e9s da liga\u00e7\u00e3o entre pe\u00e7as e equipamentos<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-142b7c4 e-con-full e-flex e-con e-child\" data-id=\"142b7c4\" 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-4245144 elementor-widget elementor-widget-heading\" data-id=\"4245144\" 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<div class=\"elementor-heading-title elementor-size-default\">Custo de aquisi\u00e7\u00e3o \n<br> \nPoupan\u00e7as<br><br>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ccb27b elementor-widget elementor-widget-text-editor\" data-id=\"8ccb27b\" 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><li><strong>Redu\u00e7\u00e3o de 15\u201320%<\/strong> nos custos de aquisi\u00e7\u00e3o de artigos de MRO atrav\u00e9s de:<ul><li>Elimina\u00e7\u00e3o de duplicados<\/li><li>Consolida\u00e7\u00e3o de fornecedores<\/li><li>Aprovisionamento estrat\u00e9gico com base em dados precisos sobre despesas<\/li><\/ul><\/li><li>Ciclos de aquisi\u00e7\u00e3o mais curtos gra\u00e7as a especifica\u00e7\u00f5es mais detalhadas e dados dos fabricantes<\/li><\/ul>\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78917d1 elementor-widget elementor-widget-image\" data-id=\"78917d1\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"539\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-1-e1753084581327.jpg\" class=\"attachment-large size-large wp-image-35176\" alt=\"Impacto na empresa da limpeza de dados de MRO\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-1-e1753084581327.jpg 940w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-1-e1753084581327-300x202.jpg 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-1-e1753084581327-768x517.jpg 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-1-e1753084581327-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-cfa2945 e-con-full e-grid e-con e-child\" data-id=\"cfa2945\" 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-ed07e95 e-con-full e-flex e-con e-child\" data-id=\"ed07e95\" 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-b645178 elementor-widget elementor-widget-heading\" data-id=\"b645178\" 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<div class=\"elementor-heading-title elementor-size-default\">Tomada de decis\u00f5es baseada em dados melhorada<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec37716 elementor-widget elementor-widget-text-editor\" data-id=\"ec37716\" 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><li>Acesso a <strong>dados MRO limpos, classificados e enriquecidos<\/strong> para uma an\u00e1lise mais eficaz<\/li><li>Taxonomia padronizada de dados de MRO<br \/>(por exemplo, UNSPSC, eCl@ss) permite a elabora\u00e7\u00e3o de relat\u00f3rios precisos sobre despesas, invent\u00e1rio e utiliza\u00e7\u00e3o<\/li><li>Melhoria da previs\u00e3o e do planeamento em todas as f\u00e1bricas e unidades de neg\u00f3cio<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c4f50b3 e-con-full e-flex e-con e-child\" data-id=\"c4f50b3\" 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-96eaed7 elementor-widget elementor-widget-heading\" data-id=\"96eaed7\" 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<div class=\"elementor-heading-title elementor-size-default\">Aumento do retorno sobre o investimento (ROI) dos sistemas ERP e EAM<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81114ba elementor-widget elementor-widget-text-editor\" data-id=\"81114ba\" 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><li>Dados limpos permitem um melhor desempenho dos sistemas ERP, EAM (como o Maximo ou o SAP PM) e CMMS<\/li><li>Apoia objetivos de transforma\u00e7\u00e3o digital como <strong>S\/4HANA<\/strong> atualiza\u00e7\u00f5es ou <strong>Manuten\u00e7\u00e3o Preditiva (PdM)<\/strong><\/li><li>Integra\u00e7\u00e3o perfeita dos registos mestre de artigos entre as diferentes fun\u00e7\u00f5es empresariais<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0cfe423 e-con-full e-flex e-con e-child\" data-id=\"0cfe423\" 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-c17732e elementor-widget elementor-widget-heading\" data-id=\"c17732e\" 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<div class=\"elementor-heading-title elementor-size-default\">Governan\u00e7a e conformidade refor\u00e7adas<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-910d27f elementor-widget elementor-widget-text-editor\" data-id=\"910d27f\" 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><li>Os fluxos de trabalho automatizados garantem <strong>cria\u00e7\u00e3o e modifica\u00e7\u00e3o controladas<\/strong> dos dados mestre de MRO<\/li><li>Propriedade centralizada com regras de valida\u00e7\u00e3o integradas = <strong>qualidade dos dados na fonte<\/strong><\/li><li>Cumprimento das conven\u00e7\u00f5es de nomenclatura de materiais e das pol\u00edticas de metadados da empresa<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8734e3a e-con-full e-flex e-con e-child\" data-id=\"8734e3a\" 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-291fce7 elementor-widget elementor-widget-heading\" data-id=\"291fce7\" 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<div class=\"elementor-heading-title elementor-size-default\">Risco operacional reduzido<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14b3af7 elementor-widget elementor-widget-text-editor\" data-id=\"14b3af7\" 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><li>Redu\u00e7\u00e3o das avarias no equipamento decorrentes da utiliza\u00e7\u00e3o de pe\u00e7as incorretas<\/li><li>Incidentes de seguran\u00e7a evitados devido \u00e0 utiliza\u00e7\u00e3o de artigos desatualizados ou incompat\u00edveis<\/li><li>Maior rastreabilidade e auditabilidade para cumprir os requisitos regulamentares<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a84a88 e-con-full e-flex e-con e-child\" data-id=\"7a84a88\" 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-24c6589 elementor-widget elementor-widget-heading\" data-id=\"24c6589\" 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<div class=\"elementor-heading-title elementor-size-default\">Aumento da produtividade e do moral dos colaboradores<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad8627e elementor-widget elementor-widget-text-editor\" data-id=\"ad8627e\" 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><li><strong>Redu\u00e7\u00e3o de at\u00e9 40%<\/strong> no tempo gasto a procurar pe\u00e7as<\/li><li>Descri\u00e7\u00f5es claras e padronizadas reduzem a confus\u00e3o nas lojas, na manuten\u00e7\u00e3o e nas aquisi\u00e7\u00f5es<\/li><li>Os colaboradores concentram-se em tarefas que geram valor acrescentado, em vez de terem de resolver problemas urgentes<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76b611f e-con-full e-flex e-con e-child\" data-id=\"76b611f\" 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-dfce6c0 elementor-widget elementor-widget-heading\" data-id=\"dfce6c0\" 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<div class=\"elementor-heading-title elementor-size-default\">Gest\u00e3o de MRO escal\u00e1vel e preparada para o futuro<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a08ee61 elementor-widget elementor-widget-text-editor\" data-id=\"a08ee61\" 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><li>Plataformas baseadas em IA\/ML, como <strong>Verdantis Harmonize<\/strong>\u00a0melhorar e expandir continuamente<\/li><li>Permite <strong>governa\u00e7\u00e3o de dados \u00e0 escala empresarial<\/strong> em diferentes regi\u00f5es e idiomas<\/li><li>Suporta g\u00e9meos digitais, gest\u00e3o inteligente de ativos e sistemas baseados na Internet das Coisas (IoT)<\/li><\/ul>\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9069fb elementor-widget elementor-widget-heading\" data-id=\"c9069fb\" 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<div class=\"elementor-heading-title elementor-size-default\">Impacto nos resultados financeiros<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-688d901 elementor-widget elementor-widget-image\" data-id=\"688d901\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-2-e1753084347991.jpg\" class=\"attachment-large size-large wp-image-35166\" alt=\"Impacto nos resultados financeiros de dados fi\u00e1veis sobre manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO)\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-2-e1753084347991.jpg 976w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-2-e1753084347991-300x200.jpg 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-2-e1753084347991-768x511.jpg 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Challenges-with-MRO-Data-2-e1753084347991-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-6654765 elementor-widget elementor-widget-text-editor\" data-id=\"6654765\" 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=\"1529\" data-end=\"1571\"><strong data-start=\"1533\" data-end=\"1571\">Principais vantagens da limpeza de dados de MRO<\/strong><\/p><ul data-start=\"1572\" data-end=\"2460\"><li data-start=\"1572\" data-end=\"1694\"><p data-start=\"1574\" data-end=\"1694\"><strong data-start=\"1574\" data-end=\"1595\">Maior precis\u00e3o<\/strong>: Deteta e corrige erros (por exemplo, n\u00fameros de pe\u00e7a incompat\u00edveis), permitindo uma tomada de decis\u00f5es com confian\u00e7a.<\/p><\/li><li data-start=\"1695\" data-end=\"1821\"><p data-start=\"1697\" data-end=\"1821\"><strong data-start=\"1697\" data-end=\"1720\">Invent\u00e1rio otimizado<\/strong>: Elimina itens duplicados e obsoletos, reduzindo o excesso e garantindo a disponibilidade de stock essencial.<\/p><\/li><li data-start=\"1822\" data-end=\"1951\"><p data-start=\"1824\" data-end=\"1951\"><strong data-start=\"1824\" data-end=\"1863\">Gest\u00e3o melhorada do ciclo de vida dos ativos<\/strong>: Dados fi\u00e1veis sobre pe\u00e7as e manuten\u00e7\u00e3o melhoram o planeamento dos ativos e a manuten\u00e7\u00e3o preditiva.<\/p><\/li><li data-start=\"1952\" data-end=\"2048\"><p data-start=\"1954\" data-end=\"2048\"><strong data-start=\"1954\" data-end=\"1983\">Otimiza\u00e7\u00e3o da cadeia de abastecimento<\/strong>: Os dados limpos simplificam os processos desde a aquisi\u00e7\u00e3o at\u00e9 ao consumo.<\/p><\/li><li data-start=\"2049\" data-end=\"2157\"><p data-start=\"2051\" data-end=\"2157\"><strong data-start=\"2051\" data-end=\"2086\">Redu\u00e7\u00e3o das despesas e melhoria do aprovisionamento<\/strong>: As vis\u00f5es consolidadas apoiam as negocia\u00e7\u00f5es com os fornecedores e o planeamento da procura.<\/p><\/li><li data-start=\"2158\" data-end=\"2242\"><p data-start=\"2160\" data-end=\"2242\"><strong data-start=\"2160\" data-end=\"2183\">Conformidade mais rigorosa<\/strong>: Os dados e os fluxos de trabalho padronizados melhoram o cumprimento das pol\u00edticas.<\/p><\/li><li data-start=\"2243\" data-end=\"2339\"><p data-start=\"2245\" data-end=\"2339\"><strong data-start=\"2245\" data-end=\"2275\">Visibilidade a n\u00edvel de toda a empresa<\/strong>: Uma \u00fanica fonte de verdade reduz o risco e contribui para a governa\u00e7\u00e3o.<\/p><\/li><li data-start=\"2340\" data-end=\"2460\"><p data-start=\"2342\" data-end=\"2460\"><strong data-start=\"2342\" data-end=\"2363\">Estrat\u00e9gia fundamentada<\/strong>: Dados de MRO de qualidade permitem an\u00e1lises avan\u00e7adas, um melhor planeamento da manuten\u00e7\u00e3o e um crescimento estrat\u00e9gico.<\/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-8a3fbac e-flex e-con-boxed e-con e-parent\" data-id=\"8a3fbac\" 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-d09b417 elementor-widget elementor-widget-heading\" data-id=\"d09b417\" 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=\"common-use-cases-and-client-successes-with-verdantis-mro-data-cleansing\">Casos de utiliza\u00e7\u00e3o comuns e casos de sucesso de clientes com a limpeza de dados MRO da Verdantis<\/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-a38d069 e-flex e-con-boxed e-con e-parent\" data-id=\"a38d069\" 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-ecc1f4e elementor-widget elementor-widget-text-editor\" data-id=\"ecc1f4e\" 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>O software empresarial de limpeza de dados MRO da Verdantis permite que os clientes de v\u00e1rios setores com grande concentra\u00e7\u00e3o de ativos alcancem melhorias operacionais significativas.<\/p><ul><li><strong><span style=\"text-decoration: underline;\"><span style=\"color: #333399; text-decoration: underline;\"><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">Gest\u00e3o otimizada do invent\u00e1rio<\/a><\/span><\/span>:<\/strong> Elimina pe\u00e7as duplicadas ou obsoletas, reduz o excesso de stock e os custos de manuten\u00e7\u00e3o do stock, garantindo n\u00edveis de stock ideais.<\/li><li><strong>Melhoria do planeamento da manuten\u00e7\u00e3o e da fiabilidade dos ativos:<\/strong> Normaliza os dados de MRO para garantir a precis\u00e3o das ordens de trabalho e das listas de materiais, o que contribui para uma manuten\u00e7\u00e3o preventiva eficaz e para a redu\u00e7\u00e3o do tempo de inatividade.<\/li><li><strong>Maior efici\u00eancia nas aquisi\u00e7\u00f5es e redu\u00e7\u00e3o de custos:<\/strong> Permite uma melhor racionaliza\u00e7\u00e3o e visibilidade dos fornecedores, evitando compras redundantes e garantindo poupan\u00e7as de custos.<\/li><li><strong>Implementa\u00e7\u00f5es bem-sucedidas de ERP\/EAM e transforma\u00e7\u00e3o digital:<\/strong> Fornece dados mestre de MRO precisos para migra\u00e7\u00f5es de sistemas mais fluidas, uma melhor ado\u00e7\u00e3o e an\u00e1lises fi\u00e1veis.<\/li><li><strong>Governan\u00e7a de dados e conformidade robustas:<\/strong> Estabelece normas claras em mat\u00e9ria de dados, fluxos de trabalho em tempo real e registos de auditoria, com vista a garantir a qualidade cont\u00ednua dos dados e a reduzir os riscos de conformidade.<\/li><li><strong>Opera\u00e7\u00f5es simplificadas em todas as fun\u00e7\u00f5es:<\/strong> Cria uma fonte \u00fanica de informa\u00e7\u00e3o fi\u00e1vel para os dados de MRO, melhorando a colabora\u00e7\u00e3o interfuncional e a efici\u00eancia.<\/li><\/ul><p>A su\u00edte de software empresarial da Verdantis ajuda as organiza\u00e7\u00f5es globais a limpar, enriquecer e gerir os seus dados de MRO e de materiais indiretos em grande escala. Implementadas em ecossistemas complexos de ERP e EAM, as solu\u00e7\u00f5es Verdantis AutoEnrich AI, AutoClass AI, AutoTrans AI e Integrity proporcionam um valor mensur\u00e1vel em v\u00e1rios setores.<\/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-1e58ef4 e-grid e-con-full e-con e-child\" data-id=\"1e58ef4\" 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-777fe27 e-con-full e-flex e-con e-child\" data-id=\"777fe27\" 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-5119847 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5119847\" data-element_type=\"widget\" data-e-type=\"widget\" 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class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Energia, Petr\u00f3leo e G\u00e1s<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-118bd4d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"118bd4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MTk0IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc07c88 e-con-full e-flex e-con e-child\" data-id=\"bc07c88\" 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-c452a7a elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c452a7a\" 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 17.1 7.7 17.1 17.1v26.9c0 9.4-7.7 17.1-17.1 17.1h-27c-9.4 0-17.1-7.7-17.1-17.1v-26.9c-.1-9.4 7.6-17.1 17.1-17.1zm26.9 12.1h-27c-2.8 0-5.1 2.3-5.1 5.1v26.9c0 2.8 2.3 5.1 5.1 5.1h27c2.8 0 5.1-2.3 5.1-5.1v-26.9c0-2.9-2.3-5.1-5.1-5.1zm188.3 10.9v25.3h56.3c-2.7-5.2-8.5-10.2-16.2-14.4-11.1-6.1-25.6-10.2-40.1-10.9zm-70 53.2c-6-2.9-10.1-9-10.3-15.9h-63.9c-3.3 0-6-2.7-6-6.2.1-11.3 9.8-22.6 24.3-30.7 12.6-7.1 29-12 45.6-12.5.2-5.8 3.1-11.1 7.7-14.4-9.9-38.7-44.8-66.2-85.4-66.2-17.5 0-33.7 5.1-47.4 13.8-14.1 9-25.5 21.9-32.6 37.2-1.2 2.8-4.4 4.3-7.3 3.3-9.5-3.1-19.4-3.8-29.3-2.2v16.3c0 2.9-.7 5.6-2 8l13.7 13.7c1.2 1.2 1.8 2.7 1.8 4.3v39.1h6.9c14.9 0 27 12 27 27.5 0 5.4 4.4 9.8 9.8 9.8h77c11.1 0 20.2 9.1 20.2 20.2v6.7h16.2c14 0 22.7 12 18.8 25.8l-2.6 9c6.3-1.5 12.2-3.9 17.7-7.2v-79.4zm-10.3-27.9v-25.3c-14.5.5-28.8 4.8-39.7 10.9-7.7 4.3-13.6 9.4-16.4 14.4zm61.9-43.2h-43.5c-3.5 0-6.4 2.9-6.4 6.4v48.2c0 3.5 2.9 6.4 6.4 6.4h43.5c3.5 0 6.4-2.9 6.4-6.4v-48.2c0-3.5-2.9-6.4-6.4-6.4zm-3.9 73.5h-35.7v180.2h35.7zm-10.5-163.3h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.9-6.4 14.3-14.2 14.3h-19.9c-7.8 0-14.2-6.4-14.2-14.3v-20c0-7.8 6.4-14.2 14.2-14.2zm-284.4 281.2h205.6c.7 0 1.2.1 1.8.3l13.1-46.3c1.6-5.8-.9-10.5-7.3-10.5h-183.6c-7.5 0-15.4 6.5-17.5 13.7zm204.1 12h-207.5l-11.3 39.8c-1.6 5.7.9 10.5 7.2 10.5h183.8c7.5 0 15.4-6.5 17.4-13.8zm-118.9 17.6c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm79.6 0c3.3 0 6 2.7 6 6s-2.7 6-6 6h-18.4c-3.3 0-6-2.7-6-6s2.7-6 6-6zm-137.9 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm29.1 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm49.9-63c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm-58.3 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm29.1 0c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 0-3.3 2.7-6 6-6zm-47.1-35.1h155.5v-6.7c0-4.5-3.7-8.2-8.2-8.2h-77c-12.1 0-21.8-9.7-21.8-22.3 0-8.2-6.7-15-15-15h-67.6c-8.2 0-15 6.8-15 15v130.7l20-71c3.5-12.3 16.3-22.5 29.1-22.5zm-61.1 28.4v-65.6c0-14.9 12.1-27 27-27h48.6v-36.7l-12.5-12.5c-1.9.8-4 1.2-6.2 1.2h-27c-.5 0-.9 0-1.3 0-3.2 6.4-5.3 13.3-6.2 20.5-.3 2.5-2.1 4.6-4.7 5.1-43.1 9.2-63.2 59.5-38.4 95.9 5.4 7.8 12.5 14.4 20.7 19.1zm56.9-189.8h-27c-2.8 0-5.1 2.3-5.1 5.1v27c0 2.8 2.3 5.1 5.1 5.1h27c2.8 0 5.1-2.3 5.1-5.1v-27c0-2.8-2.3-5.1-5.1-5.1z\"><\/path><\/g><\/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-154b1ed elementor-widget elementor-widget-heading\" data-id=\"154b1ed\" 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\">Metais e Minera\u00e7\u00e3o<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07893e0 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"07893e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MTk3IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5877e31 e-con-full e-flex e-con e-child\" data-id=\"5877e31\" 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-e01b355 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e01b355\" 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=\"solid\" viewbox=\"0 0 32 32\"><path d=\"m26 19.25h-.25v-1.25c0-.96-.79-1.75-1.75-1.75h-2c-.96 0-1.75.79-1.75 1.75v1.25h-.25c-.96 0-1.75.79-1.75 1.75v9c0 .96.79 1.75 1.75 1.75h6c.96 0 1.75-.79 1.75-1.75v-9c0-.96-.79-1.75-1.75-1.75zm-1.29 5.99-.68 2c-.11.31-.4.51-.71.51-.08 0-.16-.01-.24-.04-.39-.13-.6-.56-.47-.95l.34-1.01h-.95c-.24 0-.47-.12-.61-.31-.14-.2-.18-.45-.1-.68l.68-2c.13-.39.56-.61.95-.47.39.13.6.56.47.95l-.34 1.01h.95c.24 0 .47.12.61.31.14.2.1801.45.1.68z\"><\/path><circle cx=\"14\" cy=\"14\" r=\"5.25\"><\/circle><path d=\"m27.12 11.4-2.59-.4301c-.23-.79-.55-1.55-.95-2.27l1.54-2.14c.21-.3.18-.71-.08-.97l-2.63-2.63c-.26-.26-.67-.29-.97-.08l-2.14 1.54c-.72-.4-1.48-.72-2.27-.95l-.43-2.59c-.06-.36-.37-.63-.7401-.63h-3.72c-.37 0-.68.27-.74.63l-.43 2.59c-.79.23-1.55.55-2.27.95l-2.14-1.54c-.3-.21-.71-.18-.97.08l-2.63 2.63c-.26.2599-.29.67-.08.97l1.54 2.14c-.4.72-.72 1.48-.95 2.27l-2.59.4301c-.36.06-.63.37-.63.74v3.72c0 .37.27.68.63.74l2.59.4301c.23.79.55 1.55.95 2.27l-1.54 2.14c-.21.3-.18.71.08.97l2.63 2.63c.26.26.67.29.97.08l2.14-1.54c.72.4 1.48.72 2.27.95l.43 2.59c.06.36.37.63.74.63h3.72c.3701 0 .6801-.27.7401-.63l.15-.9v-5.22c0-.32.05-.62.14-.91-.87.42-1.86.66-2.89.66-3.72 0-6.75-3.03-6.75-6.75s3.03-6.75 6.75-6.75 6.75 3.03 6.75 6.75c0 .35-.03.7-.09 1.04.41-.19.86-.29 1.34-.29h2c1.3 0 2.43.77 2.94 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-b51dfd1 elementor-widget elementor-widget-heading\" data-id=\"b51dfd1\" 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\">Servi\u00e7os p\u00fablicos<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e74e9a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3e74e9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MjAwIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e7f4c56 e-con-full e-flex e-con e-child\" data-id=\"e7f4c56\" 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-824ff5a elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"824ff5a\" 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\" data-name=\"Layer 1\" viewbox=\"0 0 512 512\"><path d=\"M212.192,361.863V282.744a4.409,4.409,0,0,1,4.4-4.4h25.913V312.3h.028a6.927,6.927,0,0,0,11.205,5.476L260.8,312.3l6.549,5.138a6.993,6.993,0,0,0,11.714-5.138V278.341h25.912a4.409,4.409,0,0,1,4.4,4.4v79.119a4.433,4.433,0,0,1-4.4,4.432H216.6A4.433,4.433,0,0,1,212.192,361.863Zm44.259-63.792a6.954,6.954,0,0,1,8.609-.028l.057.028v-19.73h-8.666ZM81.024,366.3h88.348a4.44,4.44,0,0,0,4.433-4.432V282.744a4.416,4.416,0,0,0-4.433-4.4H143.489V312.3a6.993,6.993,0,0,1-11.714,5.138L125.2,312.3l-7.028,5.476a6.928,6.928,0,0,1-11.206-5.476h-.028V278.341H81.024a4.433,4.433,0,0,0-4.432,4.4v79.119A4.458,4.458,0,0,0,81.024,366.3Zm48.465-68.252.056.028v-19.73h-8.666v19.73A6.955,6.955,0,0,1,129.489,298.043ZM346.974,348.71V366.3h81.687V348.71a18.491,18.491,0,0,0-18.432-18.432H365.405A18.491,18.491,0,0,0,346.974,348.71ZM133.412,239.727a6.961,6.961,0,0,0,10.9,8.666l12.956-16.315a7.037,7.037,0,0,0,1.524-4.347V166.564H91.609v61.167h.028a7.005,7.005,0,0,0,1.5,4.347l12.956,16.315a6.961,6.961,0,0,0,10.9-8.666l-11.432-14.4V197.783h39.291v27.549Zm276.817,76.607a31.018,31.018,0,0,1,6.521.677l-8.271-148.358a61.8,61.8,0,0,1-41.323,0l-8.271,148.358a31.015,31.015,0,0,1,6.52-.677Zm93.712,109.208a45.439,45.439,0,0,1-45.331,45.332H53.39a45.318,45.318,0,1,1,0-90.635H458.61A45.433,45.433,0,0,1,503.941,425.542Zm-428.421,0A15.708,15.708,0,1,0,59.8,441.265,15.7,15.7,0,0,0,75.52,425.542Zm78.47,0a15.708,15.708,0,1,0-15.7,15.723A15.7,15.7,0,0,0,153.99,425.542Zm78.5,0a15.722,15.722,0,1,0-15.722,15.723A15.72,15.72,0,0,0,232.487,425.542Zm78.47,0a15.722,15.722,0,1,0-15.722,15.723A15.7,15.7,0,0,0,310.957,425.542Zm78.47,0a15.709,15.709,0,1,0-15.722,15.723A15.7,15.7,0,0,0,389.427,425.542Zm78.5,0A15.723,15.723,0,1,0,452.2,441.265,15.721,15.721,0,0,0,467.925,425.542ZM340.228,110.7a47.59,47.59,0,1,1,47.59,47.562A47.6,47.6,0,0,1,340.228,110.7Zm27.521,0a20.069,20.069,0,1,0,20.069-20.069A20.075,20.075,0,0,0,367.749,110.7Zm-39.63,14.9a61.524,61.524,0,0,1,15.468-57.694L179.055,33.533a54.264,54.264,0,0,1-10.642,39.6ZM125.2,94.586a54.375,54.375,0,0,1-16.54-2.568v60.6h33.109v-60.6A54.423,54.423,0,0,1,125.2,94.586ZM84.891,40.335A40.322,40.322,0,1,1,125.2,80.643,40.319,40.319,0,0,1,84.891,40.335Zm25.066,0A15.242,15.242,0,1,0,125.2,25.093,15.25,15.25,0,0,0,109.957,40.335Zm95.207,176.811,2.653-4.46a46.182,46.182,0,0,1-5.758-13.915l-5.052-1.271-6.125-1.524a57.186,57.186,0,0,1,0-15.637l6.125-1.553,5.052-1.27a46.171,46.171,0,0,1,5.758-13.915l-2.653-4.461-3.246-5.447a57.575,57.575,0,0,1,11.037-11.037L218.4,145.9l4.46,2.682a46.249,46.249,0,0,1,13.916-5.787l1.27-5.024,1.553-6.153a56.982,56.982,0,0,1,15.609,0l1.552,6.153,1.27,5.024a46.238,46.238,0,0,1,13.916,5.787l4.46-2.682,5.448-3.246a58.378,58.378,0,0,1,11.036,11.037l-3.246,5.447-2.653,4.461a46.171,46.171,0,0,1,5.758,13.915l5.024,1.27,6.154,1.553a57.291,57.291,0,0,1,0,15.637l-6.154,1.524-5.024,1.271a46.182,46.182,0,0,1-5.758,13.915l2.653,4.46,3.246,5.448a57.745,57.745,0,0,1-11.036,11.065l-5.448-3.274-4.46-2.654a46.177,46.177,0,0,1-13.916,5.758l-1.27,5.053-1.552,6.125a55.6,55.6,0,0,1-15.609,0l-1.553-6.125-1.27-5.053a46.188,46.188,0,0,1-13.916-5.758l-4.46,2.654-5.447,3.274a56.961,56.961,0,0,1-11.037-11.065Zm18.856-28.989a23.372,23.372,0,1,0,23.371-23.371A23.382,23.382,0,0,0,224.02,188.157ZM67.757,512H444.242V484.818H67.757Z\"><\/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-9c5eb1f elementor-widget elementor-widget-heading\" data-id=\"9c5eb1f\" 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\">Produ\u00e7\u00e3o<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f216c1 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4f216c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MTg3IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b306155 e-con-full e-flex e-con e-child\" data-id=\"b306155\" 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-3748d63 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3748d63\" 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\" viewbox=\"0 0 64 64\" width=\"512\" height=\"512\"><g id=\"GLYPH\"><g id=\"_03-Valentine_copy_5\" data-name=\"03-Valentine copy 5\"><path d=\"M12,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,12,49Zm0,5.75A1.75,1.75,0,1,1,13.75,53,1.7455,1.7455,0,0,1,12,54.75ZM52,44H12a9,9,0,0,0,0,18H52a9,9,0,0,0,0-18ZM12,59a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,12,59Zm13,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,25,59Zm14,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,39,59Zm13,0a6,6,0,1,1,6-6A6.0048,6.0048,0,0,1,52,59ZM39,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,39,49Zm0,5.75A1.75,1.75,0,1,1,40.75,53,1.7455,1.7455,0,0,1,39,54.75ZM25,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,25,49Zm0,5.75A1.75,1.75,0,1,1,26.75,53,1.7455,1.7455,0,0,1,25,54.75ZM52,49a4,4,0,1,0,4,4A3.9989,3.9989,0,0,0,52,49Zm0,5.75A1.75,1.75,0,1,1,53.75,53,1.7455,1.7455,0,0,1,52,54.75ZM61,2V4a2,2,0,0,1-2,2H5A2,2,0,0,1,3,4V2ZM48,8v4h2v4H36V12h2V8ZM35,34h3.62A3.3886,3.3886,0,0,1,42,37.38V42H35Zm.8-9.07,1.4-1.86a4.0241,4.0241,0,0,0,.8-2.4V18H48v2.67a4.0241,4.0241,0,0,0,.8,2.4l1.4,1.86a4.0241,4.0241,0,0,1,.8,2.4V42H44V37.38A5.3817,5.3817,0,0,0,38.62,32H35V27.33A4.0241,4.0241,0,0,1,35.8,24.93ZM13,34h3.62A3.3886,3.3886,0,0,1,20,37.38V42H13Zm.8-9.07,1.4-1.86a4.0241,4.0241,0,0,0,.8-2.4V18H26v2.67a4.0241,4.0241,0,0,0,.8,2.4l1.4,1.86a4.0241,4.0241,0,0,1,.8,2.4V42H22V37.38A5.3817,5.3817,0,0,0,16.62,32H13V27.33A4.0241,4.0241,0,0,1,13.8,24.93ZM26,13.2361V14h1.125a1.0089,1.0089,0,0,1,0,2H14.875a1.0089,1.0089,0,0,1,0-2H16v-.7639A2.2361,2.2361,0,0,1,18.2361,11H23.764A2.236,2.236,0,0,1,26,13.2361Z\"><\/path><\/g><\/g><\/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-cbbd309 elementor-widget elementor-widget-heading\" data-id=\"cbbd309\" 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\"><a href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MjAzIiwidG9nZ2xlIjpmYWxzZX0%3D\">Alimenta\u00e7\u00e3o e Bebidas<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e02dec8 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"e02dec8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MjAzIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a60fae e-con-full e-flex e-con e-child\" data-id=\"0a60fae\" 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-9dc27d3 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9dc27d3\" 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 64 64\"><g><path d=\"m12.8041992 21.2264442h10.375c.5522461 0 1-.4477539 1-1v-3.0496826c0-.5523071-.4477539-1-1-1h-10.375c-.5523071 0-1 .4476929-1 1v3.0496826c0 .5522461.4476929 1 1 1z\"><\/path><path d=\"m21.7800293 36.380619h-14.3500366v12.419983h14.3500366zm-5.960022 9.1900025c-1.0200195 1.0200195-2.6799927 1.0200195-3.7000122 0s-1.0200195-2.6699829 0-3.7000122l.4273682-.4273682c.0012817.0012817.0016479.0031128.0029297.0043945l3.6963501 3.6963501zm2.2700196-2.2700195-.4293213.4293213-3.6963501-3.6963501c-.0012817-.0012817-.0031128-.0016479-.0043945-.0029297l.4300537-.4299927c1.0199585-1.0200195 2.6799927-1.0200195 3.7000122 0 .5099487.5099487.7699585 1.1900024.7699585 1.8499756 0 .6699829-.2600098 1.3400268-.7699585 1.8499756z\"><\/path><path d=\"m22.7833252 23.2264442h-9.583313v4.8641968l-5.7700195 4.6900024v1.5999756h15.3500366c.5599976 0 1 .4500122 1 1v14.419983c0 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0-.8599854-.0900268-1.7000123-.2800293-2.5100098z\"><\/path><circle cx=\"48.17\" cy=\"16.305\" r=\"3.672\"><\/circle><circle cx=\"37.818\" cy=\"12.634\" r=\"2.953\"><\/circle><\/g><\/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-d221e08 elementor-widget elementor-widget-heading\" data-id=\"d221e08\" 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\">Produtos qu\u00edmicos <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48c3ba6 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"48c3ba6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1MjA2IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Leia o estudo de caso<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-915ce07 e-flex e-con-boxed e-con e-parent\" data-id=\"915ce07\" 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-8bf970f e-grid e-con-full e-con e-child\" data-id=\"8bf970f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-78551b5 e-grid e-con-full e-con e-child\" data-id=\"78551b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26b6afa elementor-widget elementor-widget-text-editor\" data-id=\"26b6afa\" 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 style=\"text-align: center;\"><span style=\"color: #ffffff;\">As organiza\u00e7\u00f5es referem um <strong>50%<\/strong> redu\u00e7\u00e3o do tempo de inatividade n\u00e3o planeado associado \u00e0s pe\u00e7as, um <strong>40%<\/strong> redu\u00e7\u00e3o dos custos de invent\u00e1rio, uma <strong>35%<\/strong>redu\u00e7\u00e3o nos or\u00e7amentos de manuten\u00e7\u00e3o e uma <strong>25%<\/strong> aumento dos n\u00edveis de servi\u00e7o ap\u00f3s a otimiza\u00e7\u00e3o das pe\u00e7as sobressalentes de MRO.<\/span><\/p><p style=\"text-align: center;\"><span style=\"color: #ffffff;\"><strong><a style=\"color: #ffffff;\" href=\"https:\/\/www.ibm.com\/think\/insights\/mro-spare-parts-optimization\" rel=\"nofollow noopener\" target=\"_blank\">Fonte: IBM<\/a><\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3aa593e elementor-widget elementor-widget-heading\" data-id=\"3aa593e\" 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\">Limpeza e classifica\u00e7\u00e3o dos dados mestre de materiais MRO: o pr\u00f3ximo passo\n<\/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-ba3ee3a e-flex e-con-boxed e-con e-parent\" data-id=\"ba3ee3a\" 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-2ef5e18 elementor-widget elementor-widget-text-editor\" data-id=\"2ef5e18\" 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>As empresas modernas t\u00eam de fazer mais do que simplesmente \u00ablimpar\u00bb os dados. Em setores com grande concentra\u00e7\u00e3o de ativos, a normaliza\u00e7\u00e3o dos dados mestre de MRO tem de evoluir para um recurso continuamente enriquecido, gerido e utiliz\u00e1vel, que se integre com os sistemas de manuten\u00e7\u00e3o, os fluxos de trabalho de aquisi\u00e7\u00e3o e as hierarquias de engenharia. A Verdantis proporciona isto atrav\u00e9s de uma plataforma que se baseia em IA ag\u00eanica, intelig\u00eancia multilingue e l\u00f3gica de dom\u00ednio aprofundada.<\/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-201deb2 e-con-full e-flex e-con e-child\" data-id=\"201deb2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c2eb734 elementor-widget elementor-widget-heading\" data-id=\"c2eb734\" 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<div class=\"elementor-heading-title elementor-size-default\">1. Enriquecimento aut\u00f3nomo impulsionado pela IA<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12c66fe elementor-widget elementor-widget-text-editor\" data-id=\"12c66fe\" 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>Objetivo:<\/strong> Transforme descri\u00e7\u00f5es de MRO brutas, incompletas ou inconsistentes em registos totalmente enriquecidos e com todos os atributos preenchidos \u2014 em grande escala.<\/p><p>As solu\u00e7\u00f5es AutoEnrich AI e AutoSpec AI da Verdantis baseiam-se no processamento de linguagem natural (NLP), na aprendizagem autom\u00e1tica (ML) e em motores de extra\u00e7\u00e3o de entidades treinados com milh\u00f5es de registos espec\u00edficos do setor. Estes agentes n\u00e3o se limitam a realizar um enriquecimento pontual dos dados de MRO \u2014 aprendem e evoluem continuamente a cada itera\u00e7\u00e3o do conjunto de dados.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Infer\u00eancia de atributos:<\/strong> Sugere valores prov\u00e1veis para os atributos com base em padr\u00f5es ao n\u00edvel da classe (por exemplo, pot\u00eancia em cavalos para motores, tamanho da flange para v\u00e1lvulas).<\/li><li><strong>Extra\u00e7\u00e3o contextual:<\/strong> Analisa conte\u00fados estruturados e semiestruturados (fichas t\u00e9cnicas, cat\u00e1logos em PDF, listas de materiais) para extrair especifica\u00e7\u00f5es essenciais, como tens\u00e3o, rosca, composi\u00e7\u00e3o do material e n\u00fameros de pe\u00e7a do fabricante original.<\/li><li><strong>Verifica\u00e7\u00e3o cruzada:<\/strong> Compara os atributos inferidos com fontes externas fi\u00e1veis (cat\u00e1logos dos fabricantes de equipamento original, bases de dados de fornecedores, fichas t\u00e9cnicas do setor) para valida\u00e7\u00e3o.<\/li><li><strong>Aprendizagem orientada pelo feedback:<\/strong> As decis\u00f5es de enriquecimento aprovadas s\u00e3o utilizadas para retreinar os modelos, melhorando a precis\u00e3o ao longo do tempo.<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Esfor\u00e7o humano m\u00ednimo para o enriquecimento em grande escala<\/li><li>Capacidade de adapta\u00e7\u00e3o a diversas categorias de produtos (el\u00e9tricos, mec\u00e2nicos, de instrumenta\u00e7\u00e3o, etc.)<\/li><li>Melhorar continuamente a precis\u00e3o atrav\u00e9s da aprendizagem por refor\u00e7o<\/li><li>Assegura a conformidade com taxonomias globais, como a UNSPSC e a eCl@ss<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-607dcd2 e-con-full e-flex e-con e-child\" data-id=\"607dcd2\" 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-f2bee0e elementor-widget elementor-widget-heading\" data-id=\"f2bee0e\" 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<div class=\"elementor-heading-title elementor-size-default\">2. Tradu\u00e7\u00e3o multilingue e normaliza\u00e7\u00e3o<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56db698 elementor-widget elementor-widget-text-editor\" data-id=\"56db698\" 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>Objetivo:<\/strong> Promover a gest\u00e3o global de materiais e a harmoniza\u00e7\u00e3o dos dados mestre em todas as regi\u00f5es, idiomas e filiais.<\/p><p>O AutoTrans AI da Verdantis \u00e9 um modelo de linguagem otimizado para tradu\u00e7\u00f5es espec\u00edficas do dom\u00ednio da manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO). Este modelo faz a ponte entre formatos de entrada multilingues e normaliza descri\u00e7\u00f5es em texto livre, adaptando-as a um vocabul\u00e1rio padr\u00e3o a n\u00edvel de toda a empresa.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Tradu\u00e7\u00e3o bidirecional<\/strong> de descri\u00e7\u00f5es em \u00e1rabe, espanhol, alem\u00e3o, chin\u00eas e outras l\u00ednguas<\/li><li><strong>Normaliza\u00e7\u00e3o da terminologia<\/strong> para resolver inconsist\u00eancias como \u00abBomba centr\u00edfuga\u00bb vs. \u00abBomba centr\u00edfuga\u00bb<\/li><li><strong>Cartografia sens\u00edvel ao contexto:<\/strong> Indica que \u00abBB 6205\u00bb em espanhol (\u00abRodamiento de bolas\u00bb) corresponde a \u00abBall Bearing\u00bb em ingl\u00eas<\/li><li><strong>Suporte \u00e0 retrotradu\u00e7\u00e3o:<\/strong> Assegura que os registos enriquecidos possam ser traduzidos de volta para a l\u00edngua original, para sistemas ERP localizados<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Cat\u00e1logo global unificado de materiais<\/li><li>Elimina as duplicatas entre idiomas<\/li><li>Permite uma gest\u00e3o centralizada, preservando simultaneamente a facilidade de utiliza\u00e7\u00e3o a n\u00edvel regional<\/li><li>Acelera a implementa\u00e7\u00e3o de sistemas ERP multilingues e a harmoniza\u00e7\u00e3o dos fornecedores<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-576a891 e-con-full e-flex e-con e-child\" data-id=\"576a891\" 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-11fda79 elementor-widget elementor-widget-heading\" data-id=\"11fda79\" 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<div class=\"elementor-heading-title elementor-size-default\">3. Integra\u00e7\u00e3o da lista de materiais digital e sincroniza\u00e7\u00e3o de equipamentos<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91f747a elementor-widget elementor-widget-text-editor\" data-id=\"91f747a\" 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>Objetivo:<\/strong> Criar uma liga\u00e7\u00e3o totalmente rastre\u00e1vel entre as pe\u00e7as sobressalentes preparadas e os ativos de equipamento a elas associados.<\/p><p>A Verdantis digitaliza as listas de materiais (BOMs) e associa-as a registos de materiais depurados e enriquecidos, utilizando <span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/www.verdantis.com\/bom-inventory-management-software\/\">software de gest\u00e3o de invent\u00e1rio e lista de materiais<\/a><\/span>. Isto garante que os engenheiros de manuten\u00e7\u00e3o e os respons\u00e1veis pelo planeamento tenham acesso \u00e0 pe\u00e7a certa, para o equipamento certo, no momento certo.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>AutoDoc IA<\/strong> analisa manuais t\u00e9cnicos, desenhos 2D e esquemas de equipamentos para extrair nomes de pe\u00e7as, quantidades e localiza\u00e7\u00f5es.<\/li><li><strong>Mapeamento de liga\u00e7\u00f5es de equipamento:<\/strong> As pe\u00e7as sobressalentes est\u00e3o associadas aos c\u00f3digos de fun\u00e7\u00e3o do equipamento e \u00e0s hierarquias de ativos nos sistemas CMMS\/EAM.<\/li><li><strong>Mapeamento da obsolesc\u00eancia:<\/strong> Se um artigo da lista de materiais estiver obsoleto, \u00e9 assinalado e mapeado para um substituto aprovado.<\/li><li><strong>Valida\u00e7\u00e3o da utiliza\u00e7\u00e3o:<\/strong> Os padr\u00f5es hist\u00f3ricos de utiliza\u00e7\u00e3o e os dados relativos a avarias ajudam a validar a precis\u00e3o da lista de materiais (BOM) para ativos cr\u00edticos.<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Reduz a utiliza\u00e7\u00e3o incorreta de pe\u00e7as durante a manuten\u00e7\u00e3o<\/li><li>Aumenta as taxas de resolu\u00e7\u00e3o \u00e0 primeira tentativa e minimiza o tempo de inatividade<\/li><li>Estabelece a rastreabilidade entre o invent\u00e1rio e o ciclo de vida dos ativos<\/li><li>Permite um planeamento preciso da manuten\u00e7\u00e3o preventiva<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-feb4289 e-con-full e-flex e-con e-child\" data-id=\"feb4289\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc52d6c elementor-widget elementor-widget-heading\" data-id=\"bc52d6c\" 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<div class=\"elementor-heading-title elementor-size-default\">4. Informa\u00e7\u00e3o sobre o invent\u00e1rio de MRO com o MRO360<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32f8a2e elementor-widget elementor-widget-text-editor\" data-id=\"32f8a2e\" 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>Objetivo:<\/strong> Integre dados mestre, hist\u00f3rico de movimentos e regras de neg\u00f3cio para criar uma vis\u00e3o \u00fanica e inteligente do invent\u00e1rio de MRO.<\/p><p>O MRO360 da Verdantis \u00e9 um conjunto de solu\u00e7\u00f5es EAM nativo de IA com uma arquitetura modular. Combina os dados relativos a pe\u00e7as sobressalentes e ativos com a avalia\u00e7\u00e3o de invent\u00e1rio, proporcionando uma vis\u00e3o em ciclo fechado da disponibilidade, movimenta\u00e7\u00e3o e obsolesc\u00eancia do invent\u00e1rio.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Visibilidade do invent\u00e1rio em tempo real<\/strong> em v\u00e1rias f\u00e1bricas, armaz\u00e9ns e inst\u00e2ncias de ERP<\/li><li><strong>Agrupamento de invent\u00e1rio duplicado<\/strong> utilizando modelos de deduplica\u00e7\u00e3o sem\u00e2nticos e baseados em atributos<\/li><li><strong>Identifica\u00e7\u00e3o de pe\u00e7as lentas ou im\u00f3veis<\/strong> com base em limiares configur\u00e1veis relativos \u00e0 frequ\u00eancia de emiss\u00e3o, antiguidade e rota\u00e7\u00e3o de stock<\/li><li><strong>An\u00e1lise ABC e FSN<\/strong> integrado com os par\u00e2metros de reabastecimento do ERP para orientar o planeamento<\/li><li><strong>Indicadores do ciclo de vida relativos \u00e0 obsolesc\u00eancia:<\/strong> Combina o estado do apoio do fabricante original (OEM) com a frequ\u00eancia de utiliza\u00e7\u00e3o para identificar o stock obsoleto<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Reduz o capital de explora\u00e7\u00e3o imobilizado em exist\u00eancias em excesso e redundantes<\/li><li>Melhora a disponibilidade de pe\u00e7as durante paragens programadas ou situa\u00e7\u00f5es de emerg\u00eancia<\/li><li>Permite a partilha de material entre f\u00e1bricas e a agrega\u00e7\u00e3o da procura<\/li><li>Melhora a precis\u00e3o das previs\u00f5es atrav\u00e9s da integra\u00e7\u00e3o de informa\u00e7\u00f5es t\u00e9cnicas e transacionais<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63373e1 e-con-full e-flex e-con e-child\" data-id=\"63373e1\" 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-5e9056c elementor-widget elementor-widget-heading\" data-id=\"5e9056c\" 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<div class=\"elementor-heading-title elementor-size-default\">5. Governa\u00e7\u00e3o ativa dos dados e conformidade<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a737a73 elementor-widget elementor-widget-text-editor\" data-id=\"a737a73\" 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>Objetivo:<\/strong> Aplicar pol\u00edticas, taxonomias e fluxos de trabalho de aprova\u00e7\u00e3o a n\u00edvel de toda a empresa, de modo a manter os dados limpos e em conformidade em todos os momentos.<\/p><p>A plataforma Integrity da Verdantis \u00e9 um mecanismo de governa\u00e7\u00e3o que integra em todas as transa\u00e7\u00f5es do mestre de materiais \u2014 cria\u00e7\u00e3o, altera\u00e7\u00e3o e elimina\u00e7\u00e3o \u2014 processos de valida\u00e7\u00e3o, aprova\u00e7\u00e3o e auditabilidade.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Fluxos de trabalho baseados em fun\u00e7\u00f5es:<\/strong> Respons\u00e1veis pela aprova\u00e7\u00e3o definidos para cada fase \u2014 engenharia, manuten\u00e7\u00e3o, aquisi\u00e7\u00f5es<\/li><li><strong>Regras de valida\u00e7\u00e3o ao n\u00edvel dos atributos:<\/strong> Por exemplo, a pot\u00eancia em cavalos-vapor dos motores deve ser um valor num\u00e9rico; o campo \u00abfabricante\u00bb n\u00e3o pode ficar em branco<\/li><li><strong>Integra\u00e7\u00e3o com plataformas ERP\/EAM:<\/strong> Aplica\u00e7\u00e3o das regras de governan\u00e7a no momento da introdu\u00e7\u00e3o de dados no SAP MDG, Oracle PIM e Maximo<\/li><li><strong>Registo de auditoria e proveni\u00eancia:<\/strong> Todas as a\u00e7\u00f5es s\u00e3o registadas, identificadas com data e hora e podem ser objeto de relat\u00f3rio<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Impede a entrada de dados incorretos na origem<\/li><li>Permite o cumprimento das normas ISO, SOX e das normas de seguran\u00e7a<\/li><li>Reduz o tempo de ciclo na cria\u00e7\u00e3o de materiais gra\u00e7as aos modelos integrados<\/li><li>Torna a governa\u00e7\u00e3o escal\u00e1vel, vis\u00edvel e colaborativa<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-152fd3b e-con-full e-flex e-con e-child\" data-id=\"152fd3b\" 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-76c53c1 elementor-widget elementor-widget-heading\" data-id=\"76c53c1\" 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<div class=\"elementor-heading-title elementor-size-default\">6. Apoio \u00e0 tomada de decis\u00f5es e elabora\u00e7\u00e3o de relat\u00f3rios baseados em IA<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb7ba93 elementor-widget elementor-widget-text-editor\" data-id=\"fb7ba93\" 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>Objetivo:<\/strong> Transforme dados de MRO limpos, estruturados e enriquecidos em informa\u00e7\u00f5es \u00fateis para a redu\u00e7\u00e3o de custos, a mitiga\u00e7\u00e3o de riscos e a estrat\u00e9gia operacional.<\/p><p>A Verdantis disponibiliza pain\u00e9is de controlo baseados em fun\u00e7\u00f5es e an\u00e1lises em regime de autoatendimento, alimentados por modelos de IA treinados com base em dados hist\u00f3ricos sobre a qualidade, o comportamento de aquisi\u00e7\u00e3o e a utiliza\u00e7\u00e3o dos servi\u00e7os de manuten\u00e7\u00e3o.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Pain\u00e9is de controlo do estado do invent\u00e1rio<\/strong>: Mostrar materiais em excesso, obsoletos, duplicados e inativos<\/li><li><strong>An\u00e1lise preditiva<\/strong> no que diz respeito \u00e0 esperan\u00e7a de vida das pe\u00e7as sobressalentes, \u00e0s tend\u00eancias de utiliza\u00e7\u00e3o e aos padr\u00f5es de procura<\/li><li><strong>Relat\u00f3rios de aquisi\u00e7\u00f5es<\/strong>: Consolida\u00e7\u00e3o de fornecedores ao n\u00edvel da categoria e varia\u00e7\u00e3o no aprovisionamento ao n\u00edvel do artigo<\/li><li><strong>\u00c1rvores visuais de ativos e pe\u00e7as<\/strong>: Listas de materiais interativas associadas a ordens de trabalho e planos de manuten\u00e7\u00e3o<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Melhoria do aprovisionamento estrat\u00e9gico e do desempenho dos fornecedores<\/li><li>An\u00e1lise mais r\u00e1pida das causas subjacentes aos per\u00edodos de inatividade e \u00e0s avarias de pe\u00e7as<\/li><li>Maior coordena\u00e7\u00e3o entre as \u00e1reas de aquisi\u00e7\u00f5es, engenharia e opera\u00e7\u00f5es da f\u00e1brica<\/li><li>Tomada de decis\u00f5es baseada em dados a todos os n\u00edveis<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c9e504 e-con-full e-flex e-con e-child\" data-id=\"7c9e504\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9f7fc2 elementor-widget elementor-widget-heading\" data-id=\"c9f7fc2\" 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<div class=\"elementor-heading-title elementor-size-default\">7. Otimiza\u00e7\u00e3o das ordens de trabalho e precis\u00e3o na execu\u00e7\u00e3o<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bd9675 elementor-widget elementor-widget-text-editor\" data-id=\"1bd9675\" 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>Objetivo:<\/strong> Assegure que os t\u00e9cnicos e os respons\u00e1veis pelo planeamento tenham acesso imediato aos materiais adequados e validados ao criarem ou executarem ordens de trabalho de manuten\u00e7\u00e3o.<\/p><p>Um ponto fraco comum em ambientes CMMS (por exemplo, Maximo, SAP PM) \u00e9 a utiliza\u00e7\u00e3o de refer\u00eancias a materiais vagas ou incorretas nas ordens de trabalho, o que leva a erros na sele\u00e7\u00e3o de materiais, atrasos e tempo de inatividade. A Verdantis elimina este risco ao integrar dados mestre de MRO de alta qualidade no ciclo de vida das ordens de trabalho.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong><span style=\"text-decoration: underline; color: #333399;\"><span><a style=\"color: #333399; text-decoration: underline;\" href=\"https:\/\/www.verdantis.com\/work-order-management\/\">Liga\u00e7\u00e3o entre a ordem de trabalho e o material<\/a><\/span><\/span>:<\/strong> Recomenda automaticamente materiais de limpeza com base no tipo de equipamento, na localiza\u00e7\u00e3o e no hist\u00f3rico de tarefas<\/li><li><strong>Assist\u00eancia contextual \u00e0 pesquisa:<\/strong> Permite pesquisas com descri\u00e7\u00f5es parciais ou baseadas em atributos (por exemplo, \u00abV\u00e1lvula de gaveta SS 4 pol.\u00bb) atrav\u00e9s da correspond\u00eancia sem\u00e2ntica<\/li><li><strong>Verifica\u00e7\u00e3o da disponibilidade de pe\u00e7as sobressalentes:<\/strong> Integra-se com o Inventory360 para verificar a disponibilidade das pe\u00e7as em armaz\u00e9ns locais ou alternativos<\/li><li><strong>Alertas de obsolesc\u00eancia:<\/strong> Assinala automaticamente se uma pe\u00e7a solicitada estiver obsoleta e sugere substitutos aprovados<\/li><\/ul><p><strong>Vantagens:<\/strong><\/p><ul><li>Aumenta as taxas de resolu\u00e7\u00e3o \u00e0 primeira tentativa<\/li><li>Reduz os atrasos causados por pe\u00e7as indispon\u00edveis ou incorretas<\/li><li>Melhora a produtividade dos t\u00e9cnicos e a precis\u00e3o do planeamento<\/li><li>Assegura que as ordens de trabalho do CMMS reflitam a disponibilidade real dos materiais e a exatid\u00e3o das especifica\u00e7\u00f5es<\/li><\/ul><p><strong>Exemplo de caso de utiliza\u00e7\u00e3o:<\/strong><br \/>Um respons\u00e1vel pelo planeamento gera uma ordem de trabalho de manuten\u00e7\u00e3o preventiva para uma bomba centr\u00edfuga. O sistema sugere automaticamente o kit de vedantes adequado com base no modelo do equipamento, na localiza\u00e7\u00e3o e no hist\u00f3rico de utiliza\u00e7\u00e3o, garantindo que o t\u00e9cnico selecione a pe\u00e7a correta \u00e0 primeira tentativa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d3e3b1 e-con-full e-flex e-con e-child\" data-id=\"2d3e3b1\" 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-2b34957 elementor-widget elementor-widget-heading\" data-id=\"2b34957\" 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<div class=\"elementor-heading-title elementor-size-default\">8. Alinhamento do ciclo de vida dos ativos e engenharia de fiabilidade<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96214d2 elementor-widget elementor-widget-text-editor\" data-id=\"96214d2\" 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>Objetivo:<\/strong> Prolongue a vida \u00fatil dos ativos e minimize as avarias imprevistas atrav\u00e9s da integra\u00e7\u00e3o de dados MRO depurados com hierarquias de ativos, registos de manuten\u00e7\u00e3o e sistemas de monitoriza\u00e7\u00e3o do estado dos ativos.<\/p><p>Em ambientes com grande concentra\u00e7\u00e3o de ativos, uma liga\u00e7\u00e3o deficiente entre os materiais e os ativos conduz a resultados de manuten\u00e7\u00e3o inconsistentes, paragens n\u00e3o planeadas e substitui\u00e7\u00f5es incorretas de pe\u00e7as. A Verdantis colmata esta lacuna ao associar dados estruturados de MRO a ativos individuais e ao proporcionar uma visibilidade aprofundada ao longo de todo o ciclo de vida dos ativos.<\/p><p><strong>Principais capacidades:<\/strong><\/p><ul><li><strong>Associa\u00e7\u00e3o entre material e ativo:<\/strong> As pe\u00e7as sobressalentes limpas est\u00e3o associadas a identifica\u00e7\u00f5es espec\u00edficas de equipamento e a locais funcionais, permitindo a rastreabilidade ao n\u00edvel da pe\u00e7a.<\/li><li><strong>An\u00e1lise do hist\u00f3rico de falhas:<\/strong> Os registos detalhados permitem aos engenheiros de fiabilidade identificar quais as pe\u00e7as que est\u00e3o repetidamente associadas a avarias ou interven\u00e7\u00f5es n\u00e3o planeadas.<\/li><li><strong>Planeamento preditivo de substitui\u00e7\u00f5es:<\/strong> A Verdantis modela o MTTR\/MTBF (Tempo M\u00e9dio de Repara\u00e7\u00e3o \/ Tempo M\u00e9dio entre Falhas) utilizando dados detalhados de utiliza\u00e7\u00e3o e manuten\u00e7\u00e3o para planear a substitui\u00e7\u00e3o de pe\u00e7as de forma mais inteligente.<\/li><li><strong>Classifica\u00e7\u00e3o da criticidade das pe\u00e7as:<\/strong> Cada pe\u00e7a \u00e9 avaliada com base no impacto nas opera\u00e7\u00f5es, caso n\u00e3o esteja dispon\u00edvel, no prazo de entrega, no custo, nas implica\u00e7\u00f5es em termos de seguran\u00e7a e na depend\u00eancia. Isto permite tomar decis\u00f5es priorit\u00e1rias em mat\u00e9ria de armazenamento e aprovisionamento.<ul><li><em>Exemplo:<\/em> Uma veda\u00e7\u00e3o $12 com um prazo de entrega de 3 semanas, cuja indisponibilidade paralisa uma linha de embalagem $5M, \u00e9 classificada como \u00abAlta Criticidade\u00bb.<\/li><\/ul><\/li><li><strong>Prepara\u00e7\u00e3o para o g\u00e9meo digital:<\/strong> Ao interligar pe\u00e7as sobressalentes, registos de manuten\u00e7\u00e3o e dados de desempenho dos ativos, a Verdantis apoia a cria\u00e7\u00e3o de g\u00e9meos digitais para a modela\u00e7\u00e3o de cen\u00e1rios, simula\u00e7\u00e3o de falhas e otimiza\u00e7\u00e3o da fiabilidade.<\/li><\/ul><p>\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<div class=\"elementor-element elementor-element-11e6f2f e-flex e-con-boxed e-con e-parent\" data-id=\"11e6f2f\" 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-5fe0f4c elementor-widget elementor-widget-heading\" data-id=\"5fe0f4c\" 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=\"indirect-materials-and-spare-parts-mro-data-scrubbing-and-normalization\">Limpeza e normaliza\u00e7\u00e3o de dados de MRO relativos a materiais indiretos e pe\u00e7as sobressalentes<\/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-73974c7 e-flex e-con-boxed e-con e-parent\" data-id=\"73974c7\" 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-3e3044b elementor-widget elementor-widget-text-editor\" data-id=\"3e3044b\" 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>Os materiais indiretos e as pe\u00e7as sobressalentes constituem a espinha dorsal operacional dos setores da ind\u00fastria transformadora, dos servi\u00e7os p\u00fablicos, do petr\u00f3leo e g\u00e1s e de outras ind\u00fastrias orientadas para os processos. No entanto, s\u00e3o tamb\u00e9m os dom\u00ednios de dados mais negligenciados \u2014 repletos de duplicados, descri\u00e7\u00f5es inconsistentes, especifica\u00e7\u00f5es em falta e registos obsoletos.<\/p><p><strong><u>Por que \u00e9 que os dados relativos a materiais indiretos e pe\u00e7as sobressalentes precisam de ser limpos<\/u><\/strong><\/p><ol><li><strong> V\u00e1rias variantes de nomenclatura<\/strong><br \/>Um artigo id\u00eantico pode aparecer sob v\u00e1rias formas em diferentes sites ou sistemas \u2014 por exemplo, \u00abRolamento de esferas\u00bb, \u00abBB 6205\u00bb, \u00abBRG-Ball\u00bb.<\/li><\/ol><ul><li>Impacto: O invent\u00e1rio est\u00e1 fragmentado, s\u00e3o efetuadas encomendas duplicadas e o planeamento \u00e9 prejudicado.<\/li><li>Verdantis Fix: Aplica conven\u00e7\u00f5es de nomenclatura atrav\u00e9s de classifica\u00e7\u00e3o e normaliza\u00e7\u00e3o baseadas em IA, associando cada item a uma descri\u00e7\u00e3o \u00fanica e padronizada.<\/li><\/ul><ol start=\"2\"><li><strong> Especifica\u00e7\u00f5es em falta e detalhes do fabricante original (OEM)<\/strong><br \/>A aus\u00eancia de informa\u00e7\u00f5es como dimens\u00f5es, tens\u00e3o ou material pode levar \u00e0 utiliza\u00e7\u00e3o indevida das pe\u00e7as, a substitui\u00e7\u00f5es incorretas ou a problemas de seguran\u00e7a.<\/li><\/ol><ul><li>Impacto: Tempos de inatividade, falhas nas repara\u00e7\u00f5es e atrasos nas aquisi\u00e7\u00f5es.<\/li><li>Solu\u00e7\u00e3o da Verdantis: O AutoSpec AI e o AutoEnrich AI extraem e preenchem as especifica\u00e7\u00f5es a partir de cat\u00e1logos dos fabricantes de equipamento original (OEM), registos hist\u00f3ricos e infer\u00eancias contextuais.<\/li><\/ul><ol start=\"3\"><li><strong> Artigos obsoletos ou inativos<\/strong><br \/>Os sistemas antigos acumulam elementos que j\u00e1 n\u00e3o s\u00e3o suportados nem utilizados.<\/li><\/ol><ul><li>Impacto: O armazenamento de pe\u00e7as inutiliz\u00e1veis imobiliza capital e espa\u00e7o no armaz\u00e9m.<\/li><li>Solu\u00e7\u00e3o da Verdantis: A identifica\u00e7\u00e3o de pe\u00e7as obsoletas e a atribui\u00e7\u00e3o de etiquetas de ciclo de vida garantem que apenas as pe\u00e7as em uso sejam mantidas.<\/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-d355473 e-flex e-con-boxed e-con e-parent\" data-id=\"d355473\" 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-e4116d8 elementor-widget elementor-widget-image\" data-id=\"e4116d8\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"380\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction-1024x486.png\" class=\"attachment-large size-large wp-image-23047\" alt=\"\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction-1024x486.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction-300x142.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction-768x364.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction-150x71.png 150w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Attribute-Extraction.png 1355w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-e904285 e-flex e-con-boxed e-con e-parent\" data-id=\"e904285\" 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-08873b5 elementor-widget elementor-widget-heading\" data-id=\"08873b5\" 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=\"why-the-mro-supply-chain-depends-on-reliable-master-data\">Por que raz\u00e3o a cadeia de abastecimento de MRO depende de dados mestres fi\u00e1veis<\/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-0bbe5d8 e-flex e-con-boxed e-con e-parent\" data-id=\"0bbe5d8\" 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-97d4eab elementor-widget elementor-widget-text-editor\" data-id=\"97d4eab\" 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\/supply-chain-master-data\/\">Gest\u00e3o de dados mestre para a cadeia de abastecimento<\/a> representa uma estrat\u00e9gia abrangente concebida para estabelecer uma fonte \u00fanica, precisa e fidedigna para os ativos de informa\u00e7\u00e3o cr\u00edticos de uma empresa. No que diz respeito \u00e0 cadeia de abastecimento de MRO, uma iniciativa eficaz de gest\u00e3o de dados de mestre (MDM) divide-se, do ponto de vista t\u00e9cnico, em duas fases interdependentes: a limpeza de dados hist\u00f3ricos e a manuten\u00e7\u00e3o cont\u00ednua dos dados.<\/p><p><strong>1. Limpeza de dados hist\u00f3ricos (processamento em lote e corre\u00e7\u00e3o):<\/strong> Esta fase envolve a classifica\u00e7\u00e3o sistem\u00e1tica, normaliza\u00e7\u00e3o, enriquecimento e deduplica\u00e7\u00e3o dos dados MRO legados existentes, que se encontram dispersos por todos os sistemas, aplica\u00e7\u00f5es (por exemplo, ERP, SCM) e unidades organizacionais. O objetivo t\u00e9cnico consiste em corrigir imprecis\u00f5es, inconsist\u00eancias e redund\u00e2ncias nos dados hist\u00f3ricos, de modo a criar uma base de refer\u00eancia limpa e padronizada. Isto proporciona visibilidade a n\u00edvel de toda a empresa sobre as bases de materiais e fornecedores, o que \u00e9 fundamental para uma gest\u00e3o eficiente dos ativos de MRO e para a racionaliza\u00e7\u00e3o estrat\u00e9gica da base de fornecedores.\u00a0<\/p><ul><li style=\"list-style-type: none;\"><ul><li><strong>Exemplo t\u00e9cnico:<\/strong><ul><li><strong>Classifica\u00e7\u00e3o:<\/strong> A aplica\u00e7\u00e3o de algoritmos de aprendizagem autom\u00e1tica (por exemplo, classifica\u00e7\u00e3o de texto utilizando TF-IDF ou embeddings de palavras) para categorizar descri\u00e7\u00f5es em texto livre, como \u00abParafuso SS 1\/2X2\u00bb numa taxonomia hier\u00e1rquica, como Fixadores &gt; Parafusos &gt; Parafusos de cabe\u00e7a sextavada, e, em seguida, atribuir um c\u00f3digo padr\u00e3o como o UNSPSC 31161700.<\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li><strong>Normaliza\u00e7\u00e3o:<\/strong> Padroniza\u00e7\u00e3o de unidades de medida (por exemplo, converter \u00abin\u00bb em \u00abInch\u00bb ou \u00abLb\u00bb em \u00abPound\u00bb), formata\u00e7\u00e3o de datas (MM\/DD\/AAAA) e expans\u00e3o de abreviaturas (SS para \u00abA\u00e7o Inoxid\u00e1vel\u00bb) utilizando motores baseados em regras e tabelas de consulta.<\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li><strong>Desduplica\u00e7\u00e3o:<\/strong> Utilizando algoritmos de correspond\u00eancia aproximada (por exemplo, dist\u00e2ncia de Levenshtein, algoritmos fon\u00e9ticos como o Soundex ou a dist\u00e2ncia de Jaro-Winkler), em conjunto com a compara\u00e7\u00e3o de atributos, para identificar e fundir registos como \u00abBOMBA, CENTR\u00cdFUGA, 5HP\u00bb e \u00abBOMBA CENTR\u00cdFUGA, 5 HP\u00bb numa \u00fanica entrada can\u00f3nica.<\/li><\/ul><\/li><\/ul><\/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-b05196a elementor-widget elementor-widget-image\" data-id=\"b05196a\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"333\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Historical-and-Ongoing-Data-cleansing.jpg\" class=\"attachment-large size-large wp-image-34591\" alt=\"Limpeza de dados hist\u00f3ricos e atuais\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Historical-and-Ongoing-Data-cleansing.jpg 891w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Historical-and-Ongoing-Data-cleansing-300x125.jpg 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Historical-and-Ongoing-Data-cleansing-768x320.jpg 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/07\/Historical-and-Ongoing-Data-cleansing-18x7.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-2d33740 elementor-widget elementor-widget-text-editor\" data-id=\"2d33740\" 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>2. Manuten\u00e7\u00e3o Cont\u00ednua de Dados (ODM) (Governan\u00e7a Cont\u00ednua de Dados de MRO e Automatiza\u00e7\u00e3o de Fluxos de Trabalho):<\/strong><\/p><p>Para al\u00e9m da limpeza inicial, o ODM centra-se na manuten\u00e7\u00e3o cont\u00ednua da qualidade dos dados, estabelecendo um quadro robusto para a cria\u00e7\u00e3o, utiliza\u00e7\u00e3o, acesso e manuten\u00e7\u00e3o dos dados em toda a organiza\u00e7\u00e3o. O ODM garante a precis\u00e3o sustentada dos dados, maior efici\u00eancia operacional e estrat\u00e9gias de abastecimento melhoradas, impedindo a reintrodu\u00e7\u00e3o de dados \u00abincompletos\u00bb. Do ponto de vista t\u00e9cnico, envolve a defini\u00e7\u00e3o de regras de recolha de dados, a conce\u00e7\u00e3o de uma taxonomia estruturada de materiais MRO e a implementa\u00e7\u00e3o de um Modelo de Governa\u00e7\u00e3o de Dados (DGM) abrangente.\u00a0<\/p><ul><li style=\"list-style-type: none;\"><ul><li><strong>Exemplo t\u00e9cnico:<\/strong>\u00a0<\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li><strong>Regras de recolha de dados:<\/strong> Implementa\u00e7\u00e3o de regras de valida\u00e7\u00e3o de dados no momento da introdu\u00e7\u00e3o de dados nos sistemas ERP\/MDM (por exemplo, campos obrigat\u00f3rios para o tipo de material, comprimento m\u00ednimo de caracteres para a descri\u00e7\u00e3o, valores permitidos a partir de uma lista de sele\u00e7\u00e3o para unidades de medida) utilizando formul\u00e1rios configur\u00e1veis e APIs.<\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li><strong>Elabora\u00e7\u00e3o da taxonomia:<\/strong> Conceber e aplicar uma taxonomia multin\u00edvel, conforme as normas do setor (por exemplo, eCl@ss) ou personalizada, para a cria\u00e7\u00e3o de novos artigos de MRO, garantindo a coer\u00eancia desde o in\u00edcio. Isto implica, frequentemente, a defini\u00e7\u00e3o de atributos obrigat\u00f3rios para cada n\u00f3 da hierarquia.<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><strong>3. Modelo de Governa\u00e7\u00e3o de Dados (DGM):<\/strong> Implementa\u00e7\u00e3o de controlos de acesso baseados em fun\u00e7\u00f5es (RBAC) e motores de fluxos de trabalho automatizados (por exemplo, fluxos de trabalho baseados em BPMN), nos quais os novos pedidos de artigos de MRO passam por etapas de aprova\u00e7\u00e3o definidas (por exemplo, requerente, aprovador t\u00e9cnico, aprovador de aquisi\u00e7\u00f5es), com verifica\u00e7\u00f5es da qualidade dos dados em cada etapa. Isto garante a supervis\u00e3o humana e a valida\u00e7\u00e3o orientada pelo sistema.<\/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-d21038f e-flex e-con-boxed e-con e-parent\" data-id=\"d21038f\" 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-eb497c5 elementor-widget elementor-widget-heading\" data-id=\"eb497c5\" 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=\"cmms-optimization-the-imperative-for-accurate-mro-data\">Otimiza\u00e7\u00e3o do CMMS: A necessidade imperativa de dados precisos sobre manuten\u00e7\u00e3o, repara\u00e7\u00e3o e opera\u00e7\u00f5es (MRO)<\/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-504fabe e-flex e-con-boxed e-con e-parent\" data-id=\"504fabe\" 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-0217b83 elementor-widget elementor-widget-text-editor\" data-id=\"0217b83\" 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>As plataformas CMMS, como o IBM Maximo, o SAP PM e o Infor EAM, s\u00e3o fundamentais para a estrat\u00e9gia de manuten\u00e7\u00e3o. No entanto, a sua efic\u00e1cia depende de um \u00fanico fator: dados MRO precisos.<\/p><p>Sem dados limpos:<\/p><ul><li>As listas de materiais (BOM) n\u00e3o correspondem \u00e0s pe\u00e7as efetivamente utilizadas<\/li><li>Foram encomendados materiais incorretos<\/li><li>As ordens de trabalho falham devido a especifica\u00e7\u00f5es incompletas<\/li><li>Interrup\u00e7\u00f5es nas linhas e aumento da manuten\u00e7\u00e3o reativa<\/li><\/ul><p><strong>Exemplo:<\/strong><\/p><p><strong><span style=\"color: #000080;\">Se for introduzida uma \u00abjunta de bomba\u00bb sem o material adequado (\u00abViton\u00bb em vez de \u00abEPDM\u00bb) ou sem as dimens\u00f5es corretas, um t\u00e9cnico poder\u00e1 encomendar a junta errada \u2192 instala\u00e7\u00e3o mal sucedida \u2192 paragem da linha \u2192 aquisi\u00e7\u00e3o de emerg\u00eancia \u2192 custos adicionais e tempo de inatividade.<\/span><\/strong><\/p><p>A Verdantis resolve esta quest\u00e3o da seguinte forma:<\/p><ul><li>Limpeza das pe\u00e7as associadas \u00e0 lista de materiais (BOM)<\/li><li>Atribui\u00e7\u00e3o de itens a locais de equipamento funcional<\/li><li>Permitir a consulta em tempo real e a precis\u00e3o nas ordens de trabalho<\/li><li>Melhorar o planeamento atrav\u00e9s de dados mestre mais completos e ligados ao CMMS<\/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-dee4e3c e-flex e-con-boxed e-con e-parent\" data-id=\"dee4e3c\" 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-3e07e34 elementor-widget elementor-widget-heading\" data-id=\"3e07e34\" 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=\"conclusion\">Conclus\u00e3o<\/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-3766b6d e-flex e-con-boxed e-con e-parent\" data-id=\"3766b6d\" 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-8ab1d5b elementor-widget elementor-widget-text-editor\" data-id=\"8ab1d5b\" 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 limpeza de dados de MRO n\u00e3o \u00e9 apenas uma tarefa pontual de corre\u00e7\u00e3o; representa um processo cont\u00ednuo, apoiado pela IA, que sustenta de forma fundamental a agilidade empresarial e a resili\u00eancia operacional. Ao tirar partido de solu\u00e7\u00f5es inteligentes, <span style=\"color: #000000;\">solu\u00e7\u00f5es preparadas para a governan\u00e7a<\/span> Tal como as oferecidas pela Verdantis, as organiza\u00e7\u00f5es podem recuperar efetivamente o controlo total sobre os seus dados relativos a materiais indiretos. Esta integridade de dados fundamental permite-lhes, ent\u00e3o, tomar decis\u00f5es mais inteligentes e bem fundamentadas em todos os n\u00edveis operacionais, desde a base, garantindo uma efici\u00eancia sustentada e uma vantagem estrat\u00e9gica.<\/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-cb9e5e0 e-flex e-con-boxed e-con e-parent\" data-id=\"cb9e5e0\" 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-99b3c67 elementor-widget elementor-widget-heading\" data-id=\"99b3c67\" 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\">Limpeza de dados de MRO<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3c0736 elementor-widget elementor-widget-heading\" data-id=\"e3c0736\" 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<div class=\"elementor-heading-title elementor-size-default\">Estabelecimento de controlos e conformidade<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-057784f thnk elementor-widget elementor-widget-text-editor\" data-id=\"057784f\" 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>O nosso compromisso com uma limpeza rigorosa dos dados de MRO \u00e9 motivado pela necessidade de:<\/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-40604b4 e-con-full e-flex e-con e-child\" data-id=\"40604b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-df32ed3 e-con-full pointer e-flex e-con e-child\" data-id=\"df32ed3\" 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-9f72020 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9f72020\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-file\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tGarantir a conformidade:\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-720ae86 elementor-widget elementor-widget-text-editor\" data-id=\"720ae86\" 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>\u00a0Cumprir os regulamentos e normas do setor atrav\u00e9s da implementa\u00e7\u00e3o de <a href=\"https:\/\/www.verdantis.com\/mro-data-governance-solutions\/\"><strong><span style=\"color: #333399;\">Solu\u00e7\u00f5es de governa\u00e7\u00e3o de dados para MRO<\/span><\/strong><\/a> que protegem os seus dados de MRO.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d2093c7 e-con-full pointer e-flex e-con e-child\" data-id=\"d2093c7\" 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-6073af8 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6073af8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-shield-check\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMaior seguran\u00e7a dos dados:\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-c20d02e elementor-widget elementor-widget-text-editor\" data-id=\"c20d02e\" 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>Implementar medidas de seguran\u00e7a rigorosas para proteger todos os dados de MRO, incluindo materiais indiretos e pe\u00e7as sobressalentes, garantindo a confidencialidade e a integridade.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8ffe645 e-con-full pointer e-flex e-con e-child\" data-id=\"8ffe645\" 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-0909848 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0909848\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-idea-2\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTomada de decis\u00e3o assistida:\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\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-1961653 elementor-widget elementor-widget-text-editor\" data-id=\"1961653\" 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>\u00a0Estabelecer claramente a titularidade, a responsabiliza\u00e7\u00e3o e a gest\u00e3o dos dados em todo o ecossistema de MRO, de modo a dotar as equipas de informa\u00e7\u00e3o fi\u00e1vel para uma tomada de decis\u00f5es eficaz.<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e9f8e43 e-con-full e-flex e-con e-child\" data-id=\"e9f8e43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38234a6 elementor-widget elementor-widget-heading\" data-id=\"38234a6\" 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\">Perguntas frequentes<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b933e2d elementor-widget elementor-widget-heading\" data-id=\"b933e2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" id=\"what-people-ask\">O que as pessoas perguntam<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-685407d elementor-widget elementor-widget-n-accordion\" data-id=\"685407d\" 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\u00e3o. Abra os links com a tecla Enter ou a barra de espa\u00e7o, feche-os com a tecla Escape e navegue com as setas do teclado\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1090\" 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-1090\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que \u00e9 que a Verdantis oferece em termos de limpeza de dados de MRO? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1090\" class=\"elementor-element elementor-element-f83b6c5 e-con-full e-flex e-con e-child\" data-id=\"f83b6c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd09625 elementor-widget elementor-widget-text-editor\" data-id=\"bd09625\" 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 Verdantis fornece solu\u00e7\u00f5es de software baseadas em IA, concebidas especificamente para <em data-start=\"655\" data-end=\"690\">Limpeza e enriquecimento de dados de MRO<\/em>. As nossas ferramentas automatizam a classifica\u00e7\u00e3o, a deduplica\u00e7\u00e3o, a normaliza\u00e7\u00e3o e o enriquecimento de atributos dos dados mestre de materiais, em grande escala, ajudando as empresas a criar conjuntos de dados de MRO limpos, consistentes e estruturados em todas as f\u00e1bricas e sistemas.<\/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-1091\" 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-1091\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Em que medida a Verdantis se diferencia das outras empresas de limpeza de dados de MRO? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1091\" class=\"elementor-element elementor-element-ee0e8f5 e-con-full e-flex e-con e-child\" data-id=\"ee0e8f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b101a5 elementor-widget elementor-widget-text-editor\" data-id=\"7b101a5\" 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=\"923\" data-end=\"1208\">Ao contr\u00e1rio das abordagens manuais ou que dependem fortemente de consultoria, a Verdantis oferece software configur\u00e1vel e centrado na automatiza\u00e7\u00e3o, apoiado por taxonomias de dom\u00ednio aprofundadas (como a UNSPSC e normas espec\u00edficas do setor).<br data-start=\"1186\" data-end=\"1189\" \/>O que nos distingue:<\/p>\n<ul data-start=\"1209\" data-end=\"1429\">\n<li data-start=\"1209\" data-end=\"1270\">\n<p data-start=\"1211\" data-end=\"1270\">De ponta a ponta <em data-start=\"1222\" data-end=\"1253\">limpeza e enriquecimento de dados<\/em> com agentes de IA<\/p>\n<\/li>\n<li data-start=\"1271\" data-end=\"1325\">\n<p data-start=\"1273\" data-end=\"1325\">Integra\u00e7\u00e3o perfeita entre ERP e EAM (SAP, Maximo, Oracle)<\/p>\n<\/li>\n<li data-start=\"1326\" data-end=\"1372\">\n<p data-start=\"1328\" data-end=\"1372\">Suporte multilingue para opera\u00e7\u00f5es globais<\/p>\n<\/li>\n<li data-start=\"1373\" data-end=\"1429\">\n<p data-start=\"1375\" data-end=\"1429\">Portais integrados de governa\u00e7\u00e3o e de pedidos em autoatendimento<\/p>\n<\/li>\n<\/ul>\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-1092\" 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-1092\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> De que forma os servi\u00e7os de limpeza e normaliza\u00e7\u00e3o de dados apoiam a transforma\u00e7\u00e3o digital? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1092\" class=\"elementor-element elementor-element-8215842 e-con-full e-flex e-con e-child\" data-id=\"8215842\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2eaa01 elementor-widget elementor-widget-text-editor\" data-id=\"f2eaa01\" 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>Dados limpos s\u00e3o fundamentais para atualiza\u00e7\u00f5es de ERP (por exemplo, SAP S\/4HANA), manuten\u00e7\u00e3o preditiva, implementa\u00e7\u00e3o de IA\/ML e an\u00e1lise de despesas. <em data-start=\"2642\" data-end=\"2691\">Servi\u00e7os de limpeza e normaliza\u00e7\u00e3o de dados de MRO<\/em> Certifique-se de que as suas iniciativas digitais n\u00e3o sejam prejudicadas por registos em papel inconsistentes ou desatualizados.<\/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-1093\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1093\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Que resultados empresariais podemos esperar da limpeza e do enriquecimento dos dados de MRO? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1093\" class=\"elementor-element elementor-element-7c7434c e-flex e-con-boxed e-con e-child\" data-id=\"7c7434c\" 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-4527d5f elementor-widget elementor-widget-text-editor\" data-id=\"4527d5f\" 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=\"896\" data-end=\"1007\">Os resultados t\u00edpicos incluem:<\/p>\n<ul data-start=\"1008\" data-end=\"1326\">\n<li data-start=\"1008\" data-end=\"1092\">\n<p data-start=\"1010\" data-end=\"1092\">Poupan\u00e7as nos custos de invent\u00e1rio (10\u201330%) atrav\u00e9s da redu\u00e7\u00e3o da duplica\u00e7\u00e3o e do excesso de stock<\/p>\n<\/li>\n<li data-start=\"1093\" data-end=\"1171\">\n<p data-start=\"1095\" data-end=\"1171\">Melhoria nos tempos de resposta da manuten\u00e7\u00e3o gra\u00e7as a uma identifica\u00e7\u00e3o mais clara das pe\u00e7as<\/p>\n<\/li>\n<li data-start=\"1172\" data-end=\"1234\">\n<p data-start=\"1174\" data-end=\"1234\">Maior capacidade de negocia\u00e7\u00e3o no aprovisionamento atrav\u00e9s da consolida\u00e7\u00e3o de SKUs semelhantes<\/p>\n<\/li>\n<li data-start=\"1235\" data-end=\"1326\">\n<p data-start=\"1237\" data-end=\"1326\">Maior retorno do investimento (ROI) em ERP\/EAM atrav\u00e9s de dados organizados e classificados que alimentam a an\u00e1lise e a automatiza\u00e7\u00e3o<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1328\" data-end=\"1391\">Estes benef\u00edcios t\u00eam um impacto direto nos seus resultados financeiros e nas suas opera\u00e7\u00f5es.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1094\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1094\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Com que frequ\u00eancia devem as empresas realizar a limpeza dos dados de MRO? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1094\" class=\"elementor-element elementor-element-6afd98a e-flex e-con-boxed e-con e-child\" data-id=\"6afd98a\" 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-a890d90 elementor-widget elementor-widget-text-editor\" data-id=\"a890d90\" 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>As melhores pr\u00e1ticas sugerem uma combina\u00e7\u00e3o de medidas pontuais <em data-start=\"3491\" data-end=\"3509\">limpeza profunda<\/em> seguida de uma gest\u00e3o cont\u00ednua. Muitos <em data-start=\"3547\" data-end=\"3578\">Empresas de enriquecimento de dados de MRO<\/em> oferecem ferramentas de valida\u00e7\u00e3o em tempo real e fluxos de trabalho para manter os dados limpos de forma cont\u00ednua, evitando a necessidade de limpezas peri\u00f3dicas dispendiosas.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1095\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1095\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> De que forma a limpeza e a classifica\u00e7\u00e3o dos dados do mestre de materiais MRO reduzem os custos de invent\u00e1rio? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1095\" class=\"elementor-element elementor-element-e670704 e-flex e-con-boxed e-con e-child\" data-id=\"e670704\" 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-0be2d08 elementor-widget elementor-widget-text-editor\" data-id=\"0be2d08\" 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>Ao eliminar registos duplicados e obsoletos e ao classificar corretamente os materiais, as organiza\u00e7\u00f5es podem consolidar fornecedores, otimizar os pontos de reabastecimento e reduzir os custos de manuten\u00e7\u00e3o de stock. <em data-start=\"2600\" data-end=\"2655\">Limpeza e classifica\u00e7\u00e3o dos dados do mestre de materiais de MRO<\/em> foi demonstrado que reduz o valor do invent\u00e1rio em at\u00e9 30%.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1096\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1096\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> A Verdantis consegue gerir dados multilingues de MRO para empresas globais? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1096\" class=\"elementor-element elementor-element-e84a400 e-flex e-con-boxed e-con e-child\" data-id=\"e84a400\" 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-edb8ba1 elementor-widget elementor-widget-text-editor\" data-id=\"edb8ba1\" 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>Sim. O Verdantis suporta a limpeza e o enriquecimento multilingue, permitindo que as organiza\u00e7\u00f5es globais harmonizem os dados entre cat\u00e1logos regionais em ingl\u00eas, espanhol, \u00e1rabe, portugu\u00eas, chin\u00eas e outras l\u00ednguas.<\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1097\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1097\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> A Verdantis oferece suporte \u00e0 limpeza de dados de MRO durante a migra\u00e7\u00e3o de sistemas ERP ou EAM? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1097\" class=\"elementor-element elementor-element-c67f178 e-flex e-con-boxed e-con e-child\" data-id=\"c67f178\" 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-48acfcc elementor-widget elementor-widget-text-editor\" data-id=\"48acfcc\" 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=\"1828\" data-end=\"1984\">Sim. O Verdantis \u00e9 frequentemente implementado no \u00e2mbito de iniciativas digitais de grande escala, tais como:<\/p>\n<ul data-start=\"1985\" data-end=\"2091\">\n<li data-start=\"1985\" data-end=\"2020\">\n<p data-start=\"1987\" data-end=\"2020\"><strong data-start=\"1987\" data-end=\"2018\">Transforma\u00e7\u00f5es do SAP S\/4HANA<\/strong><\/p>\n<\/li>\n<li data-start=\"2021\" data-end=\"2051\">\n<p data-start=\"2023\" data-end=\"2051\"><strong data-start=\"2023\" data-end=\"2049\">Atualiza\u00e7\u00f5es do Maximo\/Oracle<\/strong><\/p>\n<\/li>\n<li data-start=\"2052\" data-end=\"2091\">\n<p data-start=\"2054\" data-end=\"2091\"><strong data-start=\"2054\" data-end=\"2089\">Integra\u00e7\u00f5es de sistemas relacionadas com fus\u00f5es e aquisi\u00e7\u00f5es<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2093\" data-end=\"2215\">As nossas solu\u00e7\u00f5es garantem que os dados de MRO, limpos, deduplicados e harmonizados, sejam migrados, reduzindo o tempo de inatividade e o trabalho adicional durante a entrada em funcionamento.<\/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\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>A framework to cleanse, standardize, enrich and de-duplicate MRO data in a few weeks with AI Agents &#038; Human reviewers in the loop<\/p>","protected":false},"author":4,"featured_media":35248,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-34354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/34354","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/comments?post=34354"}],"version-history":[{"count":3,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/34354\/revisions"}],"predecessor-version":[{"id":45304,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/34354\/revisions\/45304"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media\/35248"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media?parent=34354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/categories?post=34354"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/tags?post=34354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}