{"id":35304,"date":"2025-07-21T17:16:33","date_gmt":"2025-07-21T11:46:33","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=35304"},"modified":"2026-07-03T19:18:14","modified_gmt":"2026-07-03T13:48:14","slug":"enriquecimento-de-dados-mro","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/pt\/enriquecimento-de-dados-mro\/","title":{"rendered":"Guia de solu\u00e7\u00f5es para o enriquecimento de dados de MRO"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"35304\" class=\"elementor elementor-35304\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e305fc0 e-flex e-con-boxed e-con e-parent\" data-id=\"e305fc0\" 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-b350bbb elementor-widget elementor-widget-text-editor\" data-id=\"b350bbb\" 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>Processos isolados, a aus\u00eancia de protocolos e a gest\u00e3o de dados em diferentes sistemas conduzem inevitavelmente a problemas relacionados com a qualidade dos dados, entre os quais os dados \u00abem falta\u00bb ou \u00abausentes\u00bb constituem um dos desafios mais cr\u00edticos em qualquer opera\u00e7\u00e3o de manuten\u00e7\u00e3o.<\/p><p>Estes dados em falta podem dizer respeito a <strong><em>pe\u00e7as sobressalentes<\/em><\/strong>, <strong><em>ativos fixos, fornecedores de MRO <\/em><\/strong>e t\u00eam implica\u00e7\u00f5es em todos os processos de manuten\u00e7\u00e3o, incluindo a gest\u00e3o de ordens de trabalho, o planeamento da manuten\u00e7\u00e3o, a gest\u00e3o de invent\u00e1rio, etc.<\/p><p>Resolver estes problemas n\u00e3o \u00e9 t\u00e3o simples como corrigir alguns campos ou ajustar um formato aqui e ali.<\/p><p>Para tornar os dados realmente utiliz\u00e1veis, \u00e9 necess\u00e1ria uma abordagem mais aprofundada, que combine <a href=\"https:\/\/www.verdantis.com\/mro-data-cleansing\/\">t\u00e9cnicas inteligentes de limpeza de dados para MRO<\/a> com um trabalho de aprofundamento s\u00f3lido.<\/p><p>Quando realizado de forma adequada, este tipo de trabalho ajuda a preencher as lacunas t\u00e9cnicas, a corrigir inconsist\u00eancias e a organizar tudo numa estrutura mais clara e uniforme.<\/p><p>S\u00f3 assim \u00e9 que as equipas de manuten\u00e7\u00e3o podem basear-se nos dados para o planeamento e as opera\u00e7\u00f5es do dia-a-dia.<\/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-787e38d e-flex e-con-boxed e-con e-parent\" data-id=\"787e38d\" 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-d2e88a1 elementor-widget elementor-widget-heading\" data-id=\"d2e88a1\" 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=\"types-of-mro-enrichment\">Tipos de enriquecimento em 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-7263e1c e-flex e-con-boxed e-con e-parent\" data-id=\"7263e1c\" 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-595092d elementor-widget elementor-widget-text-editor\" data-id=\"595092d\" 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 enriquecimento de dados de MRO pode assumir v\u00e1rias formas diferentes. O tipo exato depende da origem da informa\u00e7\u00e3o, da estrutura do modelo de dados que est\u00e1 a ser enriquecido e dos atributos espec\u00edficos que est\u00e1 a adicionar ou a corrigir.<\/p><p>Estas categorias sobrep\u00f5em-se frequentemente, e a maioria das organiza\u00e7\u00f5es acaba por utilizar uma combina\u00e7\u00e3o delas, em vez de apenas uma.<\/p><p>Apresentamos os m\u00e9todos de enriquecimento de dados mais comuns que utilizamos aqui na Verdantis<\/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-456f6a2 e-flex e-con-boxed e-con e-parent\" data-id=\"456f6a2\" 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-c1feee7 elementor-widget elementor-widget-heading\" data-id=\"c1feee7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"spare-parts-data-enrichment\">Enriquecimento de dados sobre pe\u00e7as sobressalentes<\/h3>\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-d35dad2 e-flex e-con-boxed e-con e-parent\" data-id=\"d35dad2\" 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-e9b49a4 elementor-widget elementor-widget-text-editor\" data-id=\"e9b49a4\" 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 dados relativos \u00e0s pe\u00e7as sobressalentes encontram-se normalmente no mestre de materiais MRO em qualquer sistema SAP ERP ou num <a href=\"https:\/\/www.verdantis.com\/item-data-management\/\">Dados mestre de artigos<\/a> em qualquer sistema Oracle ERP.<\/p><p>As pe\u00e7as sobressalentes, os consum\u00edveis e os acess\u00f3rios de manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO) constituem a maior parte deste conjunto de dados.<\/p><p>Com o passar do tempo, devido a pr\u00e1ticas de gest\u00e3o de dados inadequadas ou \u00e0 aus\u00eancia total de gest\u00e3o respons\u00e1vel dos dados, especialmente em situa\u00e7\u00f5es de necessidades urgentes de aquisi\u00e7\u00e3o, estes dados n\u00e3o s\u00e3o introduzidos no sistema de forma exaustiva.<\/p><p>Isto resulta em registos de dados em que faltam detalhes essenciais, tais como os atributos das pe\u00e7as, as unidades de medida, as caracter\u00edsticas, as especifica\u00e7\u00f5es, a categoria e v\u00e1rias outras informa\u00e7\u00f5es fundamentais necess\u00e1rias para a tomada de decis\u00f5es ao longo do processo de manuten\u00e7\u00e3o.<\/p><p>Em alguns casos, n\u00e3o \u00e9 poss\u00edvel efetuar um pedido de aquisi\u00e7\u00e3o na aus\u00eancia destes dados.<\/p><p>Noutros casos, s\u00e3o feitas exce\u00e7\u00f5es e um pedido de aquisi\u00e7\u00e3o \u00e9 processado, mesmo que os registos de MRO n\u00e3o existam, de in\u00edcio, no sistema ERP.<\/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-b900c2e e-flex e-con-boxed e-con e-parent\" data-id=\"b900c2e\" 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-754e0a8 elementor-widget elementor-widget-heading\" data-id=\"754e0a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes p\u00fablicas<\/h4>\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-aef097c e-flex e-con-boxed e-con e-parent\" data-id=\"aef097c\" 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-cf9a7d6 elementor-widget elementor-widget-text-editor\" data-id=\"cf9a7d6\" 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>Gra\u00e7as \u00e0s inova\u00e7\u00f5es na IA Agentic e aos agentes de IA criados especificamente para o efeito, as solu\u00e7\u00f5es de software podem agora enriquecer de forma aut\u00f3noma e em massa os dados de MRO \u2013 o que inclui dados espec\u00edficos relativos a pe\u00e7as sobressalentes.<\/p><p>O centro de manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO) da Verdantis, concebido especificamente para o efeito <a href=\"https:\/\/www.verdantis.com\/automated-ai-enrichment-data-cleansing\/\">Agente de enriquecimento de dados <strong><em>Auto Enrich IA <\/em><\/strong><\/a>navega na Internet, identifica cat\u00e1logos de fornecedores verificados, consulta o registo incompleto da pe\u00e7a e obt\u00e9m informa\u00e7\u00f5es essenciais, como o n\u00famero de pe\u00e7a do fabricante, o nome do fabricante e informa\u00e7\u00f5es relacionadas, tais como especifica\u00e7\u00f5es, atributos, unidades de medida, etc.<\/p><p>Al\u00e9m disso, o agente atualiza de forma aut\u00f3noma a informa\u00e7\u00e3o diretamente na <a href=\"https:\/\/www.verdantis.com\/mro-data-management\/\">Dados mestre de MRO<\/a>, com a interven\u00e7\u00e3o de uma pessoa para revis\u00e3o e aprova\u00e7\u00f5es<\/p><p>Aqui est\u00e1 um v\u00eddeo que mostra como o AutoEnrich funciona em tempo real. Inclu\u00edmos uma demonstra\u00e7\u00e3o do agente de IA em a\u00e7\u00e3o no final deste artigo. Este mesmo processo de enriquecimento pode ser aplicado em massa a milhares de registos.<\/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-9c61476 elementor-widget elementor-widget-video\" data-id=\"9c61476\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/y0w5N_t5iD0?si=2tPbEOoQtF_gzHFA&quot;,&quot;start&quot;:1,&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<div class=\"elementor-element elementor-element-81ec26c e-flex e-con-boxed e-con e-parent\" data-id=\"81ec26c\" 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-86d94c4 elementor-widget elementor-widget-heading\" data-id=\"86d94c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes pr\u00f3prias<\/h4>\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-c7d6cdd e-flex e-con-boxed e-con e-parent\" data-id=\"c7d6cdd\" 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-9c8d6f3 elementor-widget elementor-widget-text-editor\" data-id=\"9c8d6f3\" 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>Outra fonte de dados comum utilizada para enriquecer conjuntos de dados de MRO s\u00e3o as fontes pr\u00f3prias; as empresas com opera\u00e7\u00f5es de produ\u00e7\u00e3o complexas j\u00e1 armazenam estes dados em fontes como:<\/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-ea80328 e-flex e-con-boxed e-con e-parent\" data-id=\"ea80328\" 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-325edbb elementor-widget elementor-widget-icon-box\" data-id=\"325edbb\" 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\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<a href=\"https:\/\/www.verdantis.com\/bom-management\/\" >\n\t\t\t\t\t\t\tListas de materiais digitais \u2013\t\t\t\t\t\t<\/a>\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\tUm registo digital de todas as pe\u00e7as e componentes necess\u00e1rios para a manuten\u00e7\u00e3o de uma determinada m\u00e1quina\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-2aa7483 elementor-widget elementor-widget-icon-box\" data-id=\"2aa7483\" 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\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\tDocumenta\u00e7\u00e3o relativa ao equipamento t\u00e9cnico \u2013\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\tEntre estes contam-se as especifica\u00e7\u00f5es t\u00e9cnicas, os desenhos dos equipamentos, etc.\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-cda85da elementor-widget elementor-widget-icon-box\" data-id=\"cda85da\" 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\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<a href=\"https:\/\/www.verdantis.com\/work-order-management\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tOrdens de trabalho \u2013\t\t\t\t\t\t<\/a>\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\tO que \u00e9, exatamente, uma ordem de trabalho? Um documento que descreve o que deve ser feito e como deve ser feito.\n<br>Em qualquer organiza\u00e7\u00e3o industrial com unidades fabris e instala\u00e7\u00f5es de produ\u00e7\u00e3o, \u00e9 emitido um grande n\u00famero de ordens de trabalho. \n<br>Estes dados das ordens de trabalho s\u00e3o amplamente utilizados pelos t\u00e9cnicos de manuten\u00e7\u00e3o ou pelos trabalhadores da linha da frente para registar todas as tarefas que realizam, quer se trate da substitui\u00e7\u00e3o de uma pe\u00e7a ou de uma opera\u00e7\u00e3o executada. \n<br>Esta informa\u00e7\u00e3o constitui um registo hist\u00f3rico essencial, que detalha quais as pe\u00e7as sobressalentes que foram utilizadas, as suas especifica\u00e7\u00f5es, as condi\u00e7\u00f5es em que foram utilizadas e os ativos ou equipamentos a que estavam associadas.\n\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-e0a8140 elementor-widget elementor-widget-icon-box\" data-id=\"e0a8140\" 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\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\tFaturas \u2013\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\tComo referido anteriormente, n\u00e3o \u00e9 invulgar, especialmente no caso de necessidades de aquisi\u00e7\u00e3o urgentes, apresentar pedidos de aquisi\u00e7\u00e3o fora dos processos habituais. \n<br>Nesses casos, pode ser necess\u00e1rio criar ou atualizar a base de dados MRO com os dados das pe\u00e7as sobressalentes constantes das faturas.\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c19365f e-flex e-con-boxed e-con e-parent\" data-id=\"c19365f\" 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-e090b52 elementor-widget elementor-widget-text-editor\" data-id=\"e090b52\" 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>Grande parte desta informa\u00e7\u00e3o essencial encontra-se frequentemente confinada em documentos n\u00e3o estruturados, por vezes com lacunas ou dados desatualizados, e a sua extra\u00e7\u00e3o manual \u00e9 demorada e exige muitos recursos, especialmente quando se utilizam m\u00e9todos tradicionais.<\/p><p>No entanto, os agentes de IA concebidos especificamente para <a href=\"https:\/\/www.verdantis.com\/intelligent-document-processing\/\">processamento avan\u00e7ado de documentos<\/a>, consegue agora compreender o \u00abcontexto\u00bb de um documento complexo e extrair dados estruturados desses documentos.<\/p><p>Esta informa\u00e7\u00e3o pode, ent\u00e3o, ser utilizada para atualizar a base de dados de materiais de MRO.<\/p><p>O v\u00eddeo abaixo mostra <strong><em>Auto Doc AI,\u00a0 <\/em><\/strong>um agente de IA capaz de processar centenas de documentos em simult\u00e2neo e extrair informa\u00e7\u00e3o estruturada sob a forma de uma tabela do Excel, um ficheiro JSON ou qualquer outro formato, podendo ser atualizado diretamente nos dados mestre do MRO<\/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-aff17b8 elementor-widget elementor-widget-video\" data-id=\"aff17b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:4,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/AutoDoc-AI-Video.mp4#t=4\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-154f2fe e-flex e-con-boxed e-con e-parent\" data-id=\"154f2fe\" 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-2eb1511 elementor-widget elementor-widget-heading\" data-id=\"2eb1511\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"enrichment-of-fixed-assets\">Aumento do ativo imobilizado <\/h3>\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-f7dd3b2 e-flex e-con-boxed e-con e-parent\" data-id=\"f7dd3b2\" 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-67f3522 elementor-widget elementor-widget-text-editor\" data-id=\"67f3522\" 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 ativos fixos est\u00e3o no centro de qualquer opera\u00e7\u00e3o de manuten\u00e7\u00e3o, quer se trate de equipamento, como uma bomba centr\u00edfuga utilizada numa f\u00e1brica qu\u00edmica, quer de maquinaria, como compressores de ar ou caldeiras, ou ainda de infraestruturas do local que tornam poss\u00edvel a produ\u00e7\u00e3o e a presta\u00e7\u00e3o de servi\u00e7os.<\/p><p>Se estes dados forem imprecisos ou incompletos, com enormes lacunas de informa\u00e7\u00e3o, podem causar verdadeiras dores de cabe\u00e7a.<\/p><ul><li>Faltam especifica\u00e7\u00f5es? Por exemplo, um modelo de bomba CP-200X registado, com uma press\u00e3o de funcionamento de 8 bar, mas sem indica\u00e7\u00e3o do caudal nem da pot\u00eancia do motor.<\/li><li>Nomenclatura inconsistente? Um ativo registado como \u00abPump-01\u00bb num sistema, \u00abPMP_1_Main\u00bb noutro e \u00abMain Feed Pump\u00bb num terceiro.<\/li><li>Classifica\u00e7\u00f5es pouco claras? Um gerador a gas\u00f3leo est\u00e1 listado na sec\u00e7\u00e3o \u00abSistemas El\u00e9tricos\u00bb, quando deveria estar na sec\u00e7\u00e3o \u00abProdu\u00e7\u00e3o de Energia \u2013 Geradores\u00bb.<\/li><\/ul><p>Estas situa\u00e7\u00f5es podem perturbar a manuten\u00e7\u00e3o preventiva, distorcer o acompanhamento do ciclo de vida dos ativos e conduzir a despesas desnecess\u00e1rias.<\/p><p>Para evitar estes problemas, as organiza\u00e7\u00f5es precisam de uma base s\u00f3lida <a href=\"https:\/\/www.www.verdantis.com\/asset-master-data-management\/\">abordagem \u00e0 gest\u00e3o dos dados mestre de ativos<\/a>, que garanta que a informa\u00e7\u00e3o seja precisa, coerente e fi\u00e1vel.<\/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-29bc70e e-flex e-con-boxed e-con e-parent\" data-id=\"29bc70e\" 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-173b599 elementor-widget elementor-widget-heading\" data-id=\"173b599\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes p\u00fablicas<\/h4>\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-4aacbb8 e-flex e-con-boxed e-con e-parent\" data-id=\"4aacbb8\" 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-8467942 elementor-widget elementor-widget-text-editor\" data-id=\"8467942\" 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>Para refor\u00e7ar a qualidade dos dados relativos aos ativos fixos, o agente da Verdantis, o Auto Enrich, complementa os registos internos com informa\u00e7\u00f5es provenientes de reposit\u00f3rios externos fi\u00e1veis.<\/p><p>Entre estas contam-se bases de dados de fabricantes de equipamento original (OEM), cat\u00e1logos p\u00fablicos de engenharia, bibliotecas de normas industriais e outras fontes de refer\u00eancia fidedignas.<\/p><p>Ao recorrer a estas bases de dados, o motor de enriquecimento pode preencher automaticamente os dados em falta ou incompletos, tais como informa\u00e7\u00f5es sobre o fabricante e o modelo, especifica\u00e7\u00f5es t\u00e9cnicas de qualquer pe\u00e7a, c\u00f3digos de classifica\u00e7\u00e3o industrial (UNSPSC, ECLASS, etc.), pot\u00eancias nominais, dimens\u00f5es e outros atributos essenciais.<\/p><p>Cada registo de ativo \u00e9, em seguida, validado e alinhado com descritores padronizados retirados destas fontes fi\u00e1veis. Isto garante que o registo mestre de ativos seja completo, coerente e tecnicamente preciso.<\/p><p>Com um conjunto de dados mais claro e uniforme, torna-se mais f\u00e1cil para as organiza\u00e7\u00f5es apoiar o planeamento da manuten\u00e7\u00e3o preventiva, a modela\u00e7\u00e3o da fiabilidade, a gest\u00e3o do ciclo de vida dos ativos, o acompanhamento financeiro e outros processos operacionais essenciais.<\/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-14baf3b e-flex e-con-boxed e-con e-parent\" data-id=\"14baf3b\" 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-df5bc9b elementor-widget elementor-widget-heading\" data-id=\"df5bc9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes pr\u00f3prias<\/h4>\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-138c3a2 e-flex e-con-boxed e-con e-parent\" data-id=\"138c3a2\" 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-517b865 elementor-widget elementor-widget-text-editor\" data-id=\"517b865\" 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>Na maioria das organiza\u00e7\u00f5es, a informa\u00e7\u00e3o sobre os ativos j\u00e1 existe nos seus pr\u00f3prios sistemas, mas est\u00e1 frequentemente dispersa por v\u00e1rios formatos e reposit\u00f3rios.<\/p><p>O agente AutoDoc da Verdantis extrai esta informa\u00e7\u00e3o atrav\u00e9s da leitura de documentos t\u00e9cnicos, desenhos de engenharia, ficheiros digitalizados, PDFs e outros materiais n\u00e3o estruturados.<\/p><p>Recorrendo a t\u00e9cnicas avan\u00e7adas de processamento de linguagem, identifica campos-chave, tais como o tipo de ativo, os limites de desempenho, os detalhes de instala\u00e7\u00e3o e os dados hist\u00f3ricos de utiliza\u00e7\u00e3o, convertendo-os posteriormente em registos organizados e estruturados.<\/p><p>O agente tamb\u00e9m mapeia os dados relativos aos materiais e \u00e0s pe\u00e7as sobressalentes, estabelecendo hierarquias pai-filho precisas, juntamente com os dados dos fornecedores atrav\u00e9s dos quais essas pe\u00e7as foram adquiridas.<\/p><p>Aqui est\u00e1 um v\u00eddeo que mostra como o agente extrai os dados de v\u00e1rios ficheiros PDF e os associa aos dados da lista de materiais (BOM):<\/p><p>O que torna o enriquecimento de ativos fixos verdadeiramente eficaz \u00e9 a sua integra\u00e7\u00e3o noutros dom\u00ednios. A Verdantis sincroniza os dados enriquecidos dos ativos com:<\/p><ul><li>Reposit\u00f3rios de pe\u00e7as sobressalentes (por exemplo, associando os ativos \u00e0s pe\u00e7as sobressalentes necess\u00e1rias e \u00e0s alternativas)<\/li><li>Sistemas de planeamento da manuten\u00e7\u00e3o (por exemplo, alinhamento dos ativos com os planos de manuten\u00e7\u00e3o preventiva)<\/li><li>Sistemas financeiros (por exemplo, para o acompanhamento da amortiza\u00e7\u00e3o, avalia\u00e7\u00e3o de ativos ou auditorias)<\/li><\/ul><p data-start=\"613\" data-end=\"976\">Esta sincroniza\u00e7\u00e3o entre v\u00e1rios sistemas garante que os dados enriquecidos sobre os ativos possam ser utilizados por todos os departamentos, proporcionando valor interfuncional, desde a engenharia at\u00e9 \u00e0s finan\u00e7as.<\/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-12b01ed e-flex e-con-boxed e-con e-parent\" data-id=\"12b01ed\" 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-f53e522 elementor-widget elementor-widget-icon-box\" data-id=\"f53e522\" 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\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\tRegistos de manuten\u00e7\u00e3o das instala\u00e7\u00f5es \u2013\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\tIncluindo registos hist\u00f3ricos de manuten\u00e7\u00e3o e tend\u00eancias de utiliza\u00e7\u00e3o.\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-82a7ccc elementor-widget elementor-widget-icon-box\" data-id=\"82a7ccc\" 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\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\tListas de materiais (BOM) de equipamentos \u2013\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\tQue relacionem os ativos espec\u00edficos com as suas pe\u00e7as necess\u00e1rias\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-cf35397 elementor-widget elementor-widget-icon-box\" data-id=\"cf35397\" 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\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\tRegistos de manuten\u00e7\u00e3o e relat\u00f3rios de avarias \u2013\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\tEsse documento apresenta o desempenho hist\u00f3rico\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-93f10bb elementor-widget elementor-widget-icon-box\" data-id=\"93f10bb\" 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\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\tOrdens de compra e sistemas financeiros \u2013\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\tEstes dados podem ser utilizados para obter informa\u00e7\u00f5es originais sobre aquisi\u00e7\u00f5es, incluindo a classifica\u00e7\u00e3o de CAPEX, a avalia\u00e7\u00e3o de ativos e os planos de amortiza\u00e7\u00e3o.\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-8f7c1ba elementor-widget elementor-widget-icon-box\" data-id=\"8f7c1ba\" 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\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\tDesenhos t\u00e9cnicos e esquemas \u2013\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\tEssa configura\u00e7\u00e3o do compartimento e detalhes dimensionais\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-adc39d6 elementor-widget elementor-widget-icon-box\" data-id=\"adc39d6\" 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\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\tDocumentos relativos \u00e0 garantia e \u00e0 assist\u00eancia \u2013\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\tEstes podem revelar as especifica\u00e7\u00f5es originais dos ativos, as garantias e os dados do fornecedor.\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-1ec88c7 elementor-widget elementor-widget-icon-box\" data-id=\"1ec88c7\" 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\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\tSistemas de identifica\u00e7\u00e3o de ativos \u2013\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\tOs reposit\u00f3rios de dados baseados em RFID ou em c\u00f3digos de barras cont\u00eam frequentemente identificadores importantes.\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dda9363 e-flex e-con-boxed e-con e-parent\" data-id=\"dda9363\" 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-8d1fcea elementor-widget elementor-widget-heading\" data-id=\"8d1fcea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" id=\"enrichment-of-supplier-data\">Enriquecimento dos dados dos fornecedores <\/h3>\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-464bf12 e-flex e-con-boxed e-con e-parent\" data-id=\"464bf12\" 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-860d716 elementor-widget elementor-widget-text-editor\" data-id=\"860d716\" 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 <a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\">ficha de fornecedor de confian\u00e7a<\/a> \u00e9 essencial para reduzir o risco nas aquisi\u00e7\u00f5es, garantir a conformidade e tomar decis\u00f5es informadas em mat\u00e9ria de aprovisionamento.<\/p><p>No entanto, muitas organiza\u00e7\u00f5es com uma forte componente de MRO enfrentam dificuldades com problemas como registos duplicados de fornecedores, dados de contacto em falta e formatos de nomenclatura inconsistentes, fatores que, no seu conjunto, prejudicam a efici\u00eancia das compras.<\/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-8622812 e-flex e-con-boxed e-con e-parent\" data-id=\"8622812\" 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-30c0543 elementor-widget elementor-widget-heading\" data-id=\"30c0543\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes p\u00fablicas<\/h4>\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-8d68559 e-flex e-con-boxed e-con e-parent\" data-id=\"8d68559\" 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-baccc50 elementor-widget elementor-widget-text-editor\" data-id=\"baccc50\" 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\tPara refor\u00e7ar a qualidade dos registos dos fornecedores, a Verdantis recorre aos seus agentes baseados em IA para consultar fontes externas fi\u00e1veis, incluindo registos comerciais p\u00fablicos, sites oficiais dos fornecedores, bases de dados de conformidade e cat\u00e1logos de produtos.\n\nAo cruzar as informa\u00e7\u00f5es com estes reposit\u00f3rios, o sistema consegue capturar automaticamente detalhes essenciais, tais como:\n<ul>\n \t<li><strong>Denomina\u00e7\u00f5es de pessoas coletivas: <\/strong>General Electric Company<\/li>\n \t<li><strong>Tipo de fornecedor (OEM, distribuidor, prestador de servi\u00e7os, etc.): <\/strong>Fabricante de equipamento original (OEM) \u2013 Siemens, Distribuidor \u2013 Fastenal, Prestador de servi\u00e7os \u2013 Emerson<\/li>\n \t<li><strong>Pa\u00eds de registo: <\/strong>Alemanha (para a Siemens AG)<\/li>\n \t<li><strong>Informa\u00e7\u00f5es de contacto (e-mail, telefone, morada): <\/strong><a href=\"mailto:support@schneider-electric.com\" rel=\"nofollow\">support@schneider-electric.com<\/a><\/li>\n \t<li><strong>Certifica\u00e7\u00f5es de qualidade e filia\u00e7\u00f5es relevantes no setor: <\/strong>ISO 9001, filia\u00e7\u00e3o na API<\/li>\n<\/ul>\nEstas verifica\u00e7\u00f5es tamb\u00e9m ajudam a confirmar se um fornecedor est\u00e1 ativo, permitindo que o sistema identifique registos de fornecedores obsoletos, inativos ou potencialmente duplicados.\n\nIsto facilita a an\u00e1lise e a compara\u00e7\u00e3o de dados anteriores <a href=\"https:\/\/www.www.verdantis.com\/procurement-master-data-management\/\">dados do mestre de aquisi\u00e7\u00f5es<\/a>, tais como pre\u00e7os hist\u00f3ricos, prazos de entrega e desempenho em termos de qualidade, para que as organiza\u00e7\u00f5es possam tomar decis\u00f5es informadas sobre com quais fornecedores devem continuar a trabalhar.\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-fb7e753 e-flex e-con-boxed e-con e-parent\" data-id=\"fb7e753\" 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-7f7b78c elementor-widget elementor-widget-heading\" data-id=\"7f7b78c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Enriquecimento a partir de fontes pr\u00f3prias<\/h4>\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-7a203ec e-flex e-con-boxed e-con e-parent\" data-id=\"7a203ec\" 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-2333271 elementor-widget elementor-widget-text-editor\" data-id=\"2333271\" 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 maioria das empresas j\u00e1 disp\u00f5e de informa\u00e7\u00f5es valiosas sobre os fornecedores, mas estas encontram-se normalmente dispersas por ordens de compra, faturas, contratos, portais de sourcing e v\u00e1rias ferramentas de aquisi\u00e7\u00e3o. O agente de IA da Verdantis re\u00fane estas informa\u00e7\u00f5es dispersas, lendo e estruturando dados provenientes 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-2826a16 e-con-full e-flex e-con e-child\" data-id=\"2826a16\" 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-920f03c elementor-widget elementor-widget-icon-box\" data-id=\"920f03c\" 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\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\tOrdens de compra \u2013\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\tDivulgar as condi\u00e7\u00f5es dos fornecedores, os n\u00fameros de refer\u00eancia das pe\u00e7as, os padr\u00f5es de encomenda e os prazos de entrega.\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-1fe85f4 elementor-widget elementor-widget-icon-box\" data-id=\"1fe85f4\" 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\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\tRegistos de faturas \u2013 \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\tMostrar o estado de execu\u00e7\u00e3o, as discrep\u00e2ncias e as condi\u00e7\u00f5es de pagamento aplicadas.\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-194ec92 elementor-widget elementor-widget-icon-box\" data-id=\"194ec92\" 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\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\tContratos e acordos \u2013 \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\tIncluir as condi\u00e7\u00f5es negociadas, as cl\u00e1usulas de conformidade e as expectativas em termos de n\u00edvel de servi\u00e7o.\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-19b37ea elementor-widget elementor-widget-icon-box\" data-id=\"19b37ea\" 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\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\tPlataformas de aquisi\u00e7\u00e3o e ferramentas de gest\u00e3o de propostas - \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\tProporcionar visibilidade sobre o desempenho dos fornecedores, o comportamento em mat\u00e9ria de pre\u00e7os e a disponibilidade.\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 class=\"elementor-element elementor-element-7d78e29 elementor-widget elementor-widget-text-editor\" data-id=\"7d78e29\" 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 compilar e normalizar esta informa\u00e7\u00e3o, a IA cria um perfil unificado do fornecedor que reflete o comportamento transacional no mundo real, bem como as rela\u00e7\u00f5es contratuais.<\/p><p>Isto pode incluir a associa\u00e7\u00e3o de registos duplicados ou alternativos de fornecedores a um \u00fanico identificador global de fornecedor e a organiza\u00e7\u00e3o dos mapeamentos entre produtos e fornecedores.<\/p><p>A Verdantis tamb\u00e9m suporta a sincroniza\u00e7\u00e3o de ponta a ponta dos dados enriquecidos dos fornecedores entre sistemas de aquisi\u00e7\u00e3o (como o SRM), os principais sistemas ERP (SAP, Oracle) e plataformas de sourcing, garantindo a consist\u00eancia em todo o ambiente.<\/p><p data-start=\"3652\" data-end=\"4013\">Atrav\u00e9s da correspond\u00eancia inteligente, da deduplica\u00e7\u00e3o e da harmoniza\u00e7\u00e3o de dados, as organiza\u00e7\u00f5es obt\u00eam um registo mestre de fornecedores preciso, consolidado e pronto para utiliza\u00e7\u00e3o estrat\u00e9gica. O resultado traduz-se em melhores decis\u00f5es de aprovisionamento, um maior cumprimento dos contratos e uma racionaliza\u00e7\u00e3o mais eficaz dos fornecedores.<\/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-511b07e e-flex e-con-boxed e-con e-parent\" data-id=\"511b07e\" 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-ffd8ff1 elementor-widget elementor-widget-heading\" data-id=\"ffd8ff1\" 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=\"impact-value-drivers\">Impacto e fatores determinantes de valor<\/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-a17ee2f e-flex e-con-boxed e-con e-parent\" data-id=\"a17ee2f\" 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-bc81e89 elementor-widget elementor-widget-text-editor\" data-id=\"bc81e89\" 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>Embora o enriquecimento de dados possa parecer um processo trivial, os benef\u00edcios de dispor de dados \u00abcompletos\u00bb e fi\u00e1veis s\u00e3o m\u00faltiplos.<\/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-80dc556 elementor-widget elementor-widget-text-editor\" data-id=\"80dc556\" 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><em>Total clareza quanto \u00e0 disponibilidade de pe\u00e7as<\/em><\/strong> \u2013 Uma vez que n\u00e3o faltam informa\u00e7\u00f5es na base de dados, o departamento de compras n\u00e3o precisa de adivinhar se o registo de uma determinada pe\u00e7a sobressalente est\u00e1 em falta no sistema.<\/p><p>Com base nas especifica\u00e7\u00f5es e categorias descritas, o processo de aquisi\u00e7\u00e3o \u00e9 simplificado e os pedidos de aquisi\u00e7\u00e3o incorretos s\u00e3o minimizados, o que se traduz diretamente num controlo das despesas gerais<\/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-0f00a1b elementor-widget elementor-widget-text-editor\" data-id=\"0f00a1b\" 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>Sincroniza\u00e7\u00e3o dos processos de manuten\u00e7\u00e3o<\/strong> \u2013 Com as listas de materiais (BOM) digitais sincronizadas e os dados provenientes de v\u00e1rias fontes compilados num \u00fanico reposit\u00f3rio central, \u00e9 poss\u00edvel prever com clareza as necessidades e a procura de tipos espec\u00edficos de pe\u00e7as sobressalentes de manuten\u00e7\u00e3o, repara\u00e7\u00e3o e revis\u00e3o (MRO).<\/p><p>Este \u00e9 um pr\u00e9-requisito para <a href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">Otimiza\u00e7\u00e3o dos n\u00edveis de stock de MRO<\/a> e evita completamente que ocorram situa\u00e7\u00f5es de inatividade devido \u00e0 falta de stock.<\/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-1767b48 e-flex e-con-boxed e-con e-parent\" data-id=\"1767b48\" 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-db2169c elementor-widget elementor-widget-heading\" data-id=\"db2169c\" 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-mro-data-enrichment-solution\">Solu\u00e7\u00e3o de enriquecimento de dados de 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-3058a61 e-flex e-con-boxed e-con e-parent\" data-id=\"3058a61\" 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-088202c elementor-widget elementor-widget-text-editor\" data-id=\"088202c\" 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>Veja como os nossos agentes de IA mapeiam, enriquecem e gerem de forma inteligente os dados relativos \u00e0s pe\u00e7as sobressalentes, para garantir a precis\u00e3o em todas as suas opera\u00e7\u00f5es de MRO<\/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-0b88614 e-grid e-con-full e-con e-parent\" data-id=\"0b88614\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25e24ea elementor-widget elementor-widget-video\" data-id=\"25e24ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:6,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/AutoEnrich-AI.mp4#t=6\" 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 class=\"elementor-element elementor-element-1cac45f elementor-widget elementor-widget-video\" data-id=\"1cac45f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:6,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/Spare-Seek-AI.mp4#t=6\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd140b6 e-con-full e-flex e-con e-child\" data-id=\"cd140b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dbc81a elementor-widget elementor-widget-heading\" data-id=\"2dbc81a\" 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-f549f42 elementor-widget elementor-widget-heading\" data-id=\"f549f42\" 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-4c85d32 elementor-widget elementor-widget-n-accordion\" data-id=\"4c85d32\" 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-8020\" 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-8020\" >\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 de outros fornecedores de enriquecimento 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-8020\" class=\"elementor-element elementor-element-9e91784 e-con-full e-flex e-con e-child\" data-id=\"9e91784\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa69f6f elementor-widget elementor-widget-text-editor\" data-id=\"aa69f6f\" 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 utiliza modelos de IA treinados com base em mais de 100 milh\u00f5es de pe\u00e7as e mais de mil milh\u00f5es de pontos de dados para proporcionar uma precis\u00e3o inigual\u00e1vel no enriquecimento e na classifica\u00e7\u00e3o de dados de MRO. Ao contr\u00e1rio dos servi\u00e7os baseados em regras ou manuais, a nossa IA \u00abagente\u00bb aprende continuamente com os padr\u00f5es do setor, melhorando ao longo do tempo e minimizando o esfor\u00e7o interno.<\/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-8021\" 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-8021\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que envolve o enriquecimento de dados de MRO, para al\u00e9m da simples corre\u00e7\u00e3o de erros ortogr\u00e1ficos ou de formata\u00e7\u00e3o? <\/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-8021\" class=\"elementor-element elementor-element-bc43271 e-con-full e-flex e-con e-child\" data-id=\"bc43271\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5914f8 elementor-widget elementor-widget-text-editor\" data-id=\"d5914f8\" 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 enriquecimento de dados de MRO vai muito al\u00e9m de simples corre\u00e7\u00f5es. Inclui o preenchimento de atributos em falta, a resolu\u00e7\u00e3o de sin\u00f3nimos, o alinhamento de pe\u00e7as com taxonomias normalizadas, a remo\u00e7\u00e3o de duplicados e a associa\u00e7\u00e3o de materiais ao equipamento ou \u00e0s listas de materiais (BOM) corretas. O resultado s\u00e3o dados estruturados, pesquis\u00e1veis e fi\u00e1veis, prontos para utiliza\u00e7\u00e3o operacional.<\/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-8022\" 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-8022\" >\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 o enriquecimento de dados de MRO contribui para uma melhor gest\u00e3o de compras e 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-8022\" class=\"elementor-element elementor-element-af77018 e-con-full e-flex e-con e-child\" data-id=\"af77018\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dda28f4 elementor-widget elementor-widget-text-editor\" data-id=\"dda28f4\" 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 precisos e enriquecidos ajudam a eliminar pe\u00e7as duplicadas, a identificar artigos obsoletos e a garantir descri\u00e7\u00f5es consistentes das pe\u00e7as. Isto permite tomar decis\u00f5es de aprovisionamento mais inteligentes, reduz as despesas n\u00e3o autorizadas, melhora as negocia\u00e7\u00f5es com os fornecedores e ajuda a manter n\u00edveis de stock ideais em v\u00e1rias localiza\u00e7\u00f5es.<\/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-8023\" 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-8023\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Como \u00e9 que a Verdantis gere os dados multilingues de MRO para opera\u00e7\u00f5es 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-8023\" class=\"elementor-element elementor-element-6aa8a03 e-flex e-con-boxed e-con e-child\" data-id=\"6aa8a03\" 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-21e8f32 elementor-widget elementor-widget-text-editor\" data-id=\"21e8f32\" 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 apoia a limpeza e o enriquecimento de dados em v\u00e1rias l\u00ednguas. A plataforma traduz, localiza e estabelece correspond\u00eancias entre termos equivalentes nas diferentes regi\u00f5es, garantindo a consist\u00eancia entre as f\u00e1bricas a n\u00edvel global e reduzindo, ao mesmo tempo, a prolifera\u00e7\u00e3o de pe\u00e7as e os mal-entendidos.<\/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-8024\" 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-8024\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> A Verdantis ajuda a estabelecer processos de governa\u00e7\u00e3o ap\u00f3s o enriquecimento? <\/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-8024\" class=\"elementor-element elementor-element-bdbd95e e-flex e-con-boxed e-con e-child\" data-id=\"bdbd95e\" 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-52800f9 elementor-widget elementor-widget-text-editor\" data-id=\"52800f9\" 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. Para al\u00e9m de realizar um projeto pontual de enriquecimento de dados, a Verdantis assegura uma gest\u00e3o cont\u00ednua. A sua plataforma baseada em IA garante que as novas entradas de dados cumprem as normas, evitando duplica\u00e7\u00f5es e minimizando a introdu\u00e7\u00e3o de itens obsoletos na fonte.<\/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-8025\" 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-8025\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Por que raz\u00e3o o enriquecimento de dados de MRO \u00e9 fundamental para os setores com grande concentra\u00e7\u00e3o de ativos? <\/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-8025\" class=\"elementor-element elementor-element-f9c2bcb e-flex e-con-boxed e-con e-child\" data-id=\"f9c2bcb\" 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-8166e06 elementor-widget elementor-widget-text-editor\" data-id=\"8166e06\" 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>Nos setores que dependem fortemente de ativos, os dados relativos \u00e0s pe\u00e7as sobressalentes est\u00e3o diretamente ligados \u00e0 efici\u00eancia das aquisi\u00e7\u00f5es, \u00e0 execu\u00e7\u00e3o da manuten\u00e7\u00e3o e ao planeamento de invent\u00e1rio. Dados enriquecidos garantem descri\u00e7\u00f5es corretas das pe\u00e7as, eliminam duplicados e associam as pe\u00e7as sobressalentes ao equipamento adequado, ajudando a reduzir o tempo de inatividade, a evitar excesso de stock e a diminuir as despesas indiretas.<\/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>Transforme dados de MRO fragmentados e incompletos num recurso fi\u00e1vel atrav\u00e9s de um enriquecimento inteligente que apoia a otimiza\u00e7\u00e3o do invent\u00e1rio e o planeamento da manuten\u00e7\u00e3o.<\/p>","protected":false},"author":4,"featured_media":40616,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[309],"class_list":["post-35304","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-eam-mro"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/35304","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=35304"}],"version-history":[{"count":5,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/35304\/revisions"}],"predecessor-version":[{"id":45549,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/35304\/revisions\/45549"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media\/40616"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media?parent=35304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/categories?post=35304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/tags?post=35304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}