{"id":39571,"date":"2025-12-22T16:31:14","date_gmt":"2025-12-22T11:01:14","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=39571"},"modified":"2026-03-30T21:19:10","modified_gmt":"2026-03-30T15:49:10","slug":"financas","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/pt\/gestao-de-dados-mestre\/financas\/","title":{"rendered":"Gest\u00e3o de dados mestre financeiros"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"39571\" class=\"elementor elementor-39571\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c5e11f e-flex e-con-boxed e-con e-parent\" data-id=\"1c5e11f\" 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-b93bbad elementor-widget elementor-widget-html\" data-id=\"b93bbad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"quick-answer\">\n  \n  <div class=\"qa-label\">\u26a1 RESPOSTA R\u00c1PIDA<\/div>\n\n  <p>\n    <strong>Gest\u00e3o de Dados Mestres Financeiros (MDM)<\/strong> \u00e9 a pr\u00e1tica de definir, organizar \n e manter os dados financeiros essenciais (plano de contas, centros de custo, entidades jur\u00eddicas, fornecedores e outros) \n dos quais todas as atividades financeiras dependem. Em conjunto com <strong>Governan\u00e7a de dados<\/strong>, que define as regras, \n a titularidade e os controlos relativos a esses dados, garantindo assim informa\u00e7\u00e3o financeira consistente, precisa e pronta para auditoria \n em todos os sistemas, pa\u00edses e unidades de neg\u00f3cio de uma organiza\u00e7\u00e3o.\n  <\/p>\n\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a14e8bd e-flex e-con-boxed e-con e-parent\" data-id=\"a14e8bd\" 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-d62754c elementor-widget elementor-widget-text-editor\" data-id=\"d62754c\" 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.blackline.com\/products\/financial-close\/\" target=\"_blank\" rel=\"noopener nofollow\">Estudo da BlackLine de 2023<\/a>\u00a0constatou que os problemas de reconcilia\u00e7\u00e3o de dados acrescentam, em m\u00e9dia, 3,1 dias ao ciclo de encerramento mensal. N\u00e3o se trata de falhas pontuais. S\u00e3o o resultado previs\u00edvel de dados mestres que n\u00e3o foram devidamente estruturados, normalizados ou geridos.<\/p><p>Pergunte a qualquer diretor financeiro qual \u00e9 a sua maior frustra\u00e7\u00e3o operacional e, logo nos primeiros minutos, ir\u00e1 ouvir algo relacionado com os dados. N\u00e3o \u00e9 a ciberseguran\u00e7a nem o risco de mercado. <em><strong>Dados.<\/strong><\/em><\/p><p>Mais especificamente, aquele tipo de caos estrutural de baixo n\u00edvel que ocorre quando o plano de contas no SAP \u00e9 ligeiramente diferente do da ferramenta de consolida\u00e7\u00e3o, quando o mesmo fornecedor aparece como <em>\u00abSiemens AG\u00bb, \u00abSiemens A.G.\u00bb,<\/em> e <em>\u00abSIEMENS\u00bb<\/em> em tr\u00eas sistemas de aquisi\u00e7\u00e3o, ou quando duas unidades de neg\u00f3cio registam tipos de custos id\u00eanticos sob c\u00f3digos de conta completamente diferentes, porque foi feita uma corre\u00e7\u00e3o regional em 2018 e ningu\u00e9m atualizou a documenta\u00e7\u00e3o.<\/p><p>\u00c9 com isso que o MDM financeiro se ocupa realmente. N\u00e3o com a parte mais glamorosa da transforma\u00e7\u00e3o digital, mas sim com a infraestrutura subjacente.<\/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-892c2f2 elementor-widget elementor-widget-html\" data-id=\"892c2f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"stats-row\">\r\n\r\n  <div class=\"stat-tile\">\r\n    <div class=\"num\">$12,9M<\/div>\r\n    <div class=\"desc\">\r\n      Custo m\u00e9dio anual da m\u00e1 qualidade dos dados por organiza\u00e7\u00e3o\r\n    <\/div>\r\n    <div class=\"source\">\r\n      Fonte: <a href=\"https:\/\/www.gartner.com\/en\/data-analytics\/topics\/data-quality\" target=\"_blank\" rel=\"noopener nofollow\">Gartner <\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"stat-tile\">\r\n    <div class=\"num\">67%<\/div>\r\n    <div class=\"desc\">\r\n      Diretores financeiros que apontam a inconsist\u00eancia dos dados como um dos principais obst\u00e1culos \u00e0 elabora\u00e7\u00e3o de relat\u00f3rios\r\n    <\/div>\r\n    <div class=\"source\">\r\n      Fonte: <a href=\"https:\/\/kpmg.com\/us\/en\/insights-by-role\/cfo-real-insights.html\" target=\"_blank\" rel=\"noopener nofollow\">Inqu\u00e9rito Global da KPMG aos Diretores Financeiros, 2022<\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"stat-tile\">\r\n    <div class=\"num\">3,1 dias<\/div>\r\n    <div class=\"desc\">\r\n      M\u00e9dia de dias adicionais ao encerramento mensal devido a problemas de reconcilia\u00e7\u00e3o de dados\r\n    <\/div>\r\n    <div class=\"source\">\r\n      Fonte: <a href=\"https:\/\/www.blackline.com\/products\/financial-close\/\" target=\"_blank\" rel=\"noopener nofollow\">Relat\u00f3rio de Tend\u00eancias Financeiras da BlackLine, 2023<\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"stat-tile\">\r\n    <div class=\"num\">22%<\/div>\r\n    <div class=\"desc\">\r\n      Muitos dos casos de fraude no \u00e2mbito profissional envolvem esquemas de fatura\u00e7\u00e3o atrav\u00e9s de fornecedores fict\u00edcios\r\n    <\/div>\r\n    <div class=\"source\">\r\n      Fonte: <a href=\"https:\/\/www.acfe.com\/about-the-acfe\/newsroom-for-media\/press-releases\/press-release-detail?s=2022-RTTN-launch\" target=\"_blank\" rel=\"noopener nofollow\">Relat\u00f3rio da ACFE \u00e0s Na\u00e7\u00f5es, 2022<\/a>\r\n    <\/div>\r\n  <\/div>\r\n\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e45aac elementor-widget elementor-widget-text-editor\" data-id=\"8e45aac\" 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 guia abrange todo o \u00e2mbito da gest\u00e3o de dados de gest\u00e3o financeira (MDM): o que inclui, por que raz\u00e3o a governa\u00e7\u00e3o determina se se mant\u00e9m ao longo do tempo, como se aplica em dom\u00ednios de dados espec\u00edficos, incluindo dados de MRO, fornecedores, produtos e colaboradores, e como se apresenta, na pr\u00e1tica, um programa bem gerido.<\/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-bc81e42 e-flex e-con-boxed e-con e-parent\" data-id=\"bc81e42\" 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-69f97ed elementor-widget elementor-widget-heading\" data-id=\"69f97ed\" 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-finance-master-data-management-actually-covers\">O que abrange, na realidade, a gest\u00e3o de dados mestre financeiros<\/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-65ddcbc e-flex e-con-boxed e-con e-parent\" data-id=\"65ddcbc\" 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-1cd48b2 elementor-widget elementor-widget-text-editor\" data-id=\"1cd48b2\" 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 MDM financeiro consiste, essencialmente, no processo de definir, organizar e manter os dados financeiros fundamentais nos quais todas as transa\u00e7\u00f5es, relat\u00f3rios e decis\u00f5es se baseiam, em \u00faltima inst\u00e2ncia.<\/p><p>Pense nisso como a camada estrutural que est\u00e1 subjacente a todos os n\u00fameros: a informa\u00e7\u00e3o de refer\u00eancia que indica ao sistema a que categoria pertence um custo, quem \u00e9 um fornecedor, como uma entidade jur\u00eddica se enquadra no grupo e quais as regras cambiais que se aplicam a n\u00edvel transfronteiri\u00e7o.<\/p><p>Ao contr\u00e1rio dos dados transacionais (faturas, lan\u00e7amentos cont\u00e1beis, ordens de compra), os dados mestre s\u00e3o mais est\u00e1veis. N\u00e3o se alteram a cada dia \u00fatil. Mas, quando se alteram, ou quando est\u00e3o errados, os efeitos repercutem-se em tudo o que depende deles.<\/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-69b8b7e e-grid e-con-full e-con e-child\" data-id=\"69b8b7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c5badf e-con-full e-flex e-con e-child\" data-id=\"6c5badf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7250a16 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7250a16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83d\udcda<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Plano de Contas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-f8a05bf elementor-widget elementor-widget-text-editor\" data-id=\"f8a05bf\" 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 lista completa das contas do plano geral utilizadas para a presta\u00e7\u00e3o de contas. A espinha dorsal de qualquer vis\u00e3o consolidada.<\/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-f821f54 e-con-full e-flex e-con e-child\" data-id=\"f821f54\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0577955 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"0577955\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83c\udfd7\ufe0f<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Centros de custos e de resultados<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-8c7f797 elementor-widget elementor-widget-text-editor\" data-id=\"8c7f797\" 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>Estruturas que permitem acompanhar as despesas e a rentabilidade ao n\u00edvel da unidade de neg\u00f3cio, do departamento ou do projeto.<\/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-d841a8d e-con-full e-flex e-con e-child\" data-id=\"d841a8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1e7f28 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d1e7f28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83c\udf0d<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Entidades jur\u00eddicas e unidades de neg\u00f3cio<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-20d92c1 elementor-widget elementor-widget-text-editor\" data-id=\"20d92c1\" 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>Reflete a forma como o grupo est\u00e1 organizado estruturalmente. \u00c9 fundamental para a consolida\u00e7\u00e3o e para a presta\u00e7\u00e3o de informa\u00e7\u00f5es regulamentares.<\/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-43002de e-con-full e-flex e-con e-child\" data-id=\"43002de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be5cb9a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"be5cb9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83d\udcb2<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Moedas e calend\u00e1rios fiscais<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-d476822 elementor-widget elementor-widget-text-editor\" data-id=\"d476822\" 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>Regula os lan\u00e7amentos em v\u00e1rias moedas, o tratamento das taxas de c\u00e2mbio e as defini\u00e7\u00f5es de per\u00edodos para as opera\u00e7\u00f5es globais.<\/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-b862748 e-con-full e-flex e-con e-child\" data-id=\"b862748\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac5d8e0 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ac5d8e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83d\udc65<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hierarquias de fornecedores e clientes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-6dbd56f elementor-widget elementor-widget-text-editor\" data-id=\"6dbd56f\" 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>Permite o acompanhamento das despesas, a gest\u00e3o de contas a receber e a visibilidade global das rela\u00e7\u00f5es 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-1a17489 e-con-full e-flex e-con e-child\" data-id=\"1a17489\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a36f922 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a36f922\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 64 64\"><text x=\"32\" y=\"52\" text-anchor=\"middle\" font-size=\"48\" font-family=\"Apple Color Emoji, Segoe UI Emoji,                     Noto Color Emoji, sans-serif\">\ud83d\udce6<\/text><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Produtos e Materiais<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-e833c1e elementor-widget elementor-widget-text-editor\" data-id=\"e833c1e\" 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>Permite a avalia\u00e7\u00e3o de exist\u00eancias, o c\u00e1lculo do custo das mercadorias vendidas, a an\u00e1lise de margens e o c\u00e1lculo de custos da cadeia de abastecimento.<\/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-55ef32f elementor-widget elementor-widget-text-editor\" data-id=\"55ef32f\" 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>Cada um destes dom\u00ednios precisa de algu\u00e9m que seja o seu respons\u00e1vel. Isso parece \u00f3bvio, mas \u00e9 not\u00e1vel a frequ\u00eancia com que a resposta sincera \u00e9 \u00abpertence a toda a gente\u00bb, o que, na pr\u00e1tica, significa que n\u00e3o pertence a ningu\u00e9m.<\/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-84a63dd e-flex e-con-boxed e-con e-parent\" data-id=\"84a63dd\" 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-16ec7b8 elementor-widget elementor-widget-heading\" data-id=\"16ec7b8\" 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-data-governance-matters\">Por que raz\u00e3o a governa\u00e7\u00e3o de dados \u00e9 importante<\/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-268d413 e-flex e-con-boxed e-con e-parent\" data-id=\"268d413\" 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-c5cce1e elementor-widget elementor-widget-text-editor\" data-id=\"c5cce1e\" 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 MDM confere estrutura aos seus dados financeiros. A governa\u00e7\u00e3o mant\u00e9m essa estrutura saud\u00e1vel ao longo do tempo. Sem ela, at\u00e9 mesmo o modelo de dados mais cuidadosamente concebido acaba por se deteriorar.<\/p><p>As contas acumulam-se sem serem revistas, os fornecedores s\u00e3o criados por quem precisa deles com mais urg\u00eancia e as hierarquias dos centros de custos ficam desalinhadas em rela\u00e7\u00e3o \u00e0 organiza\u00e7\u00e3o real.<\/p><p>A boa governa\u00e7\u00e3o inclui, normalmente, uma defini\u00e7\u00e3o clara da titularidade dos dados (geralmente os respons\u00e1veis pelo tratamento e os gestores de dados designados), conven\u00e7\u00f5es de nomenclatura e normas ao n\u00edvel dos campos, fluxos de trabalho de aprova\u00e7\u00e3o documentados para quaisquer altera\u00e7\u00f5es, registos de auditoria que indicam quem fez o qu\u00ea e quando, e revis\u00f5es peri\u00f3dicas da qualidade.<\/p><p>Nenhuma destas \u00e9 uma funcionalidade tecnol\u00f3gica. S\u00e3o compromissos organizacionais.<\/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-19b0af7 elementor-blockquote--skin-quotation elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"19b0af7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tOs dados mestres sem um respons\u00e1vel s\u00e3o apenas dados \u00e0 espera de se tornarem um problema. E na \u00e1rea financeira, esse problema acaba por aparecer no relat\u00f3rio de auditoria.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f7a8b0 elementor-widget elementor-widget-text-editor\" data-id=\"7f7a8b0\" 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 que realmente conseguem fazer isto bem t\u00eam uma coisa em comum: encaram a governa\u00e7\u00e3o como uma disciplina das opera\u00e7\u00f5es financeiras, e n\u00e3o como uma iniciativa de TI.<\/p><p>Quando o diretor financeiro assume a responsabilidade pela estrutura de governa\u00e7\u00e3o, o comportamento em toda a organiza\u00e7\u00e3o muda. Quando esta \u00e9 posicionada como um projeto tecnol\u00f3gico sob a al\u00e7ada das TI, tende a estagnar assim que a fase de implementa\u00e7\u00e3o termina.<\/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-1004bf8 e-flex e-con-boxed e-con e-parent\" data-id=\"1004bf8\" 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-e2e98c8 elementor-widget elementor-widget-heading\" data-id=\"e2e98c8\" 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-multinationals-have-a-particularly-hard-time-with-this\">Por que raz\u00e3o as multinacionais t\u00eam especial dificuldade com isto<\/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-a82e7fe e-flex e-con-boxed e-con e-parent\" data-id=\"a82e7fe\" 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-c574529 elementor-widget elementor-widget-text-editor\" data-id=\"c574529\" 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 as organiza\u00e7\u00f5es que operam em v\u00e1rios pa\u00edses, a complexidade dos dados financeiros aumenta rapidamente.<\/p><p>Isto \u00e9 especialmente verdade nos setores da ind\u00fastria transformadora e nos setores com grande concentra\u00e7\u00e3o de ativos, onde os desafios de\u00a0<a href=\"https:\/\/www.verdantis.com\/manufacturing-master-data\/\" target=\"_blank\" rel=\"noopener\">gest\u00e3o de dados mestre em ambientes com v\u00e1rias f\u00e1bricas<\/a>\u00a0est\u00e3o bem documentados.\u00a0<\/p><p>Cada pa\u00eds tem as suas pr\u00f3prias estruturas fiscais, requisitos regulamentares, pr\u00e1ticas contabil\u00edsticas e, muitas vezes, a sua pr\u00f3pria inst\u00e2ncia ou configura\u00e7\u00e3o de ERP.<\/p><p>Sem um quadro regulamentar, o que acaba por surgir ao longo do tempo \u00e9 uma miscel\u00e2nea: planos de contas inconsistentes, estruturas de centros de custo incompat\u00edveis, registos duplicados de fornecedores e clientes e formatos de relat\u00f3rios que exigem a realiza\u00e7\u00e3o de ajustes manuais apenas para produzir uma \u00fanica vis\u00e3o consolidada.<\/p><p>As equipas de finan\u00e7as corporativas das grandes multinacionais dedicam habitualmente dois a quatro dias adicionais em cada encerramento mensal apenas a mapear e a reconciliar os dados regionais com uma estrutura comum. Isso n\u00e3o \u00e9 uma falha tecnol\u00f3gica. \u00c9 uma falha nos dados mestre.<\/p><p>Uma gest\u00e3o de dispositivos m\u00f3veis (MDM) s\u00f3lida cria uma estrutura global harmonizada que todas as filiais seguem, ao mesmo tempo que deixa margem para o cumprimento dos requisitos legais locais.<\/p><p>Um Plano de Contas global, por exemplo, pode ser adotado em todas as entidades, com as contas locais mapeadas para os c\u00f3digos padronizados da empresa-m\u00e3e.<\/p><p>Isto significa que os resultados financeiros s\u00e3o agregados de forma clara, uma vez que as defini\u00e7\u00f5es das contas, as hierarquias dos centros de custo e as estruturas dos centros de lucro j\u00e1 se encontram alinhadas na origem, em vez de exigirem ajustes significativos durante a consolida\u00e7\u00e3o.<\/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-63156cd e-flex e-con-boxed e-con e-parent\" data-id=\"63156cd\" 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-732e5d6 elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"732e5d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tExemplo pr\u00e1tico: Programa Nestl\u00e9 Globe <br>\n<br>Quando a Nestl\u00e9 lan\u00e7ou o seu programa global de harmoniza\u00e7\u00e3o do SAP, conhecido internamente como \u00abGlobe\u00bb, uma das principais vertentes do projeto consistiu na normaliza\u00e7\u00e3o do plano de contas em todas as opera\u00e7\u00f5es em mais de 80 pa\u00edses. O projeto demorou quase uma d\u00e9cada a ser conclu\u00eddo. O que acabou por torn\u00e1-lo vi\u00e1vel foi uma pequena equipa central com autoridade efetiva para fazer cumprir as normas, combinada com uma pol\u00edtica clara que exigia uma justifica\u00e7\u00e3o empresarial documentada e a aprova\u00e7\u00e3o da dire\u00e7\u00e3o para quaisquer exce\u00e7\u00f5es locais. No final do projeto, as elimina\u00e7\u00f5es entre empresas, que anteriormente exigiam semanas de reconcilia\u00e7\u00e3o manual, passaram a ser em grande parte automatizadas, e os prazos de encerramento dos ciclos foram significativamente reduzidos. \t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62483ac elementor-widget elementor-widget-text-editor\" data-id=\"62483ac\" 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>(Fonte: <em><a href=\"https:\/\/www.nestle.com\/investors\/annual-report\" target=\"_blank\" rel=\"noopener nofollow\">Relat\u00f3rios Anuais da Nestl\u00e9<\/a>;<\/em> (Documenta\u00e7\u00e3o do estudo de caso da SAP)<\/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-b89b09b e-flex e-con-boxed e-con e-parent\" data-id=\"b89b09b\" 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-d2686fb elementor-widget elementor-widget-text-editor\" data-id=\"d2686fb\" 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 alinhamento global tamb\u00e9m simplifica o cumprimento das normas em diferentes jurisdi\u00e7\u00f5es. Os c\u00f3digos fiscais diferem significativamente: o GST na \u00cdndia, o IVA na UE e o imposto sobre vendas em v\u00e1rios estados dos EUA.<\/p><p>Um modelo de MDM bem gerido garante que cada elemento se enquadre numa estrutura de reporte unificada, sem perder a precis\u00e3o a n\u00edvel local. O mesmo princ\u00edpio aplica-se ao tratamento das taxas de c\u00e2mbio, aos lan\u00e7amentos entre empresas e \u00e0s transa\u00e7\u00f5es transfronteiri\u00e7as.<\/p><p>A gest\u00e3o de fornecedores \u00e9 outra \u00e1rea que beneficia significativamente. Sem um alinhamento, o mesmo fornecedor pode aparecer com v\u00e1rios nomes em sistemas de diferentes pa\u00edses, tornando imposs\u00edvel compreender o total das despesas globais ou negociar de forma centralizada.<\/p><p>Com um registo centralizado de fornecedores, estes seguem uma estrutura de registo unificada, o que reduz a duplica\u00e7\u00e3o de dados e melhora a visibilidade das rela\u00e7\u00f5es comerciais globais.<\/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-b67d316 e-flex e-con-boxed e-con e-parent\" data-id=\"b67d316\" 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-9b3bb92 elementor-widget elementor-widget-heading\" data-id=\"9b3bb92\" 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-most-common-ways-finance-mdm-goes-wrong\">As raz\u00f5es mais comuns pelas quais a gest\u00e3o de ativos financeiros (MDM) falha<\/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-95c7986 e-flex e-con-boxed e-con e-parent\" data-id=\"95c7986\" 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-7b88c49 elementor-widget elementor-widget-text-editor\" data-id=\"7b88c49\" 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>N\u00e3o se trata de modos de falha hipot\u00e9ticos. S\u00e3o os problemas que surgem, numa determinada combina\u00e7\u00e3o, na maioria das organiza\u00e7\u00f5es que n\u00e3o criaram deliberadamente uma infraestrutura de governa\u00e7\u00e3o.<\/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-b181e3a e-grid e-con-full e-con e-child\" data-id=\"b181e3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75a8659 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"75a8659\" 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-1-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBaixa qualidade dos dados\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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 registos duplicados ou incompletos provocam erros de pagamento, atrasos na apresenta\u00e7\u00e3o de relat\u00f3rios e indicadores-chave de desempenho (KPI) que n\u00e3o refletem a realidade\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-c9310d0 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c9310d0\" 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-2-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFalta de normaliza\u00e7\u00e3o\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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 diferentes pa\u00edses ou departamentos utilizam a sua pr\u00f3pria vers\u00e3o de c\u00f3digos de conta ou estruturas de fornecedores, o que cria dificuldades em cada processo de consolida\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-8aad0bb elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8aad0bb\" 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-3-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFraca governa\u00e7\u00e3o\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tA aus\u00eancia de uma responsabilidade clara implica altera\u00e7\u00f5es n\u00e3o autorizadas, contas n\u00e3o aprovadas e falhas de conformidade que v\u00eam \u00e0 tona durante as auditorias.\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-3d3cf15 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3d3cf15\" 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-4-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLacunas na integra\u00e7\u00e3o de sistemas\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tQuando os sistemas de ERP, CRM, compras e tesouraria n\u00e3o est\u00e3o sincronizados, o departamento financeiro depara-se com v\u00e1rias vers\u00f5es da realidade em simult\u00e2neo.\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-3810e8f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3810e8f\" 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-5-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRegistos duplicados\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tA exist\u00eancia de v\u00e1rios c\u00f3digos de fornecedor ou de cliente para a mesma entidade conduz a perdas de pagamentos, contas a receber dispersas e an\u00e1lises de despesas incompletas.\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-1924eaa elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1924eaa\" 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-6-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tM\u00e1 gest\u00e3o da hierarquia\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tHierarquias de centros de custo incorretas distorcem os c\u00e1lculos agregados da conta de resultados e tornam os relat\u00f3rios regulamentares pouco 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 class=\"elementor-element elementor-element-7424163 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7424163\" 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-7-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAtualiza\u00e7\u00f5es de registos em atraso\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tA lentid\u00e3o na replica\u00e7\u00e3o das altera\u00e7\u00f5es nos dados mestre afeta a precis\u00e3o do encerramento do m\u00eas e o processamento operacional.\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-cb9babb elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"cb9babb\" 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-8-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRiscos de conformidade\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tC\u00f3digos fiscais incorretos ou dados desatualizados relativos \u00e0s entidades jur\u00eddicas podem dar origem a san\u00e7\u00f5es regulamentares e complicar as auditorias legais.\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-55fc1e4 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"55fc1e4\" 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-9-square-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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tProcessos manuais\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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 pedidos de altera\u00e7\u00e3o enviados por e-mail ou atrav\u00e9s de folhas de c\u00e1lculo s\u00e3o propensos a erros, demorados e n\u00e3o deixam qualquer registo de auditoria significativo.\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-21b22ef elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"21b22ef\" 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\" width=\"800px\" height=\"800px\" viewbox=\"0 0 512 512\" preserveaspectratio=\"xMidYMid meet\"><rect width=\"100%\" height=\"100%\" fill=\"#ffffff\"><\/rect><path fill=\"#0E4D8C\" d=\"M500.951 39.183c0-15.84-12.96-28.8-28.8-28.8H35.636c-14.256 0-25.92 11.664-25.92 25.92v439.394c0 14.256 11.664 25.92 25.92 25.92H472.15c15.84 0 28.8-12.96 28.8-28.8V39.183z\"><\/path><path fill=\"#0E4D8C\" d=\"M475.031 10.383h-.149v453.166c0 6.6-5.4 12-12 12H9.716v.149c0 14.256 11.664 25.92 25.92 25.92H475.03c14.256 0 25.92-11.664 25.92-25.92V36.303c.001-14.256-11.663-25.92-25.919-25.92z\"><\/path><path fill=\"#FFFFFF\" d=\"M182.206 408.164h-40.695c-7.953 0-14.4-6.447-14.4-14.4V202.097c0-11.226-12.275-18.134-21.871-12.31l-30.796 18.69c-6.648 4.034-15.297 2.062-19.539-4.454l-15.009-23.057c-4.439-6.82-2.35-15.961 4.612-20.175l85.403-51.691a14.403 14.403 0 0 1 7.456-2.081h44.84c7.953 0 14.4 6.447 14.4 14.4v272.346c-.001 7.952-6.448 14.399-14.401 14.399z\"><\/path><path fill=\"#FFFFFF\" d=\"M463.002 258.037c0 100.68-39.648 157.701-114.043 157.701c-74.396 0-114.043-57.022-114.043-157.701c0-101.124 39.647-157.255 114.043-157.255c74.395 0 114.043 56.13 114.043 157.255zm-155.027 0c0 79.741 12.028 105.134 40.984 105.134s40.984-23.61 40.984-105.134c0-81.523-12.028-104.688-40.984-104.688s-40.984 25.392-40.984 104.688z\"><\/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<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDesafios de escalabilidade\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\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\tAs configura\u00e7\u00f5es r\u00edgidas de MDM que n\u00e3o foram concebidas para o crescimento tornam as fus\u00f5es, as aquisi\u00e7\u00f5es e a entrada em novos mercados desnecessariamente lentas.\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d7df15 e-flex e-con-boxed e-con e-parent\" data-id=\"8d7df15\" 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-6cc7ab9 elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"6cc7ab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tEm 2015, a Hertz levou a cabo uma implementa\u00e7\u00e3o do SAP ERP que se tornou um caso de advert\u00eancia documentado. A apresenta\u00e7\u00e3o dos relat\u00f3rios financeiros sofreu atrasos, a empresa apresentou os relat\u00f3rios \u00e0 SEC com atraso em v\u00e1rias ocasi\u00f5es e, por fim, reexpressou os resultados financeiros de v\u00e1rios anos. As inconsist\u00eancias nos dados mestre entre os sistemas rec\u00e9m-consolidados tiveram um papel comprovado nas falhas de reconcilia\u00e7\u00e3o que tornaram a elabora\u00e7\u00e3o dos relat\u00f3rios t\u00e3o dif\u00edcil. A empresa acabou por processar a sua parceira de implementa\u00e7\u00e3o, a Accenture; o caso foi resolvido em 2021 por um montante n\u00e3o divulgado. \t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-753014c elementor-widget elementor-widget-text-editor\" data-id=\"753014c\" 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><em>(Fontes:\u00a0<a href=\"https:\/\/www.cio.com\/article\/201936\/4-lessons-from-the-hertz-vs-accenture-it-disaster.html\" target=\"_blank\" rel=\"noopener nofollow\">An\u00e1lise do CIO.com<\/a>;\u00a0<a href=\"https:\/\/upperedge.com\/accenture\/hertz-takes-accenture-out-of-the-drivers-seat\/\" target=\"_blank\" rel=\"noopener nofollow\">An\u00e1lise da capa UpperEdge<\/a>)<\/em><\/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-cc44e01 e-flex e-con-boxed e-con e-parent\" data-id=\"cc44e01\" 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-83afd81 elementor-widget elementor-widget-heading\" data-id=\"83afd81\" 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=\"best-practices-for-implementing-finance-mdm-governance\">Melhores pr\u00e1ticas para a implementa\u00e7\u00e3o de MDM e governa\u00e7\u00e3o financeira<\/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-026cf35 e-flex e-con-boxed e-con e-parent\" data-id=\"026cf35\" 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-5b61932 elementor-widget elementor-widget-text-editor\" data-id=\"5b61932\" 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>Fazer isto bem n\u00e3o tem a ver com escolher a plataforma mais sofisticada. Tem a ver com criar a estrutura, a cultura e os processos adequados em torno dos dados e, depois, ser consistente na sua manuten\u00e7\u00e3o.<\/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-73498dd elementor-widget elementor-widget-heading\" data-id=\"73498dd\" 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<p class=\"elementor-heading-title elementor-size-default\">Obter o apoio da lideran\u00e7a financeira<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7785eb elementor-widget elementor-widget-text-editor\" data-id=\"b7785eb\" 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 programas de MDM bem-sucedidos come\u00e7am quase sempre ao mais alto n\u00edvel. Quando o diretor financeiro ou a dire\u00e7\u00e3o financeira apoiam visivelmente a iniciativa, os departamentos reconhecem a sua import\u00e2ncia estrat\u00e9gica e levam a s\u00e9rio a normaliza\u00e7\u00e3o.<\/p><p>Sem esse apoio, as equipas acabam por recorrer \u00e0 \u00abforma como sempre fizemos\u00bb, o que anula todo o sentido do exerc\u00edcio. A iniciativa tem de ser enquadrada como uma prioridade das opera\u00e7\u00f5es financeiras, e n\u00e3o como um projeto de TI com uma lista de partes interessadas da \u00e1rea financeira.<\/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-23090c4 elementor-widget elementor-widget-heading\" data-id=\"23090c4\" 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<p class=\"elementor-heading-title elementor-size-default\">Definir um modelo de dados financeiros normalizado<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2037c84 elementor-widget elementor-widget-text-editor\" data-id=\"2037c84\" 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>Uma estrutura clara e coerente garante que todas as partes da organiza\u00e7\u00e3o utilizem a mesma linguagem financeira.<\/p><p>Isto significa uniformizar, a n\u00edvel global, o plano de contas, as estruturas dos centros de custos e dos centros de lucro, as defini\u00e7\u00f5es das entidades jur\u00eddicas e as hierarquias de reporte. A vantagem \u00e9 que a consolida\u00e7\u00e3o deixa de exigir trabalho de convers\u00e3o.<\/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-32a4d83 elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"32a4d83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tAntes vs. Depois da normaliza\u00e7\u00e3o <br>\nAntes: a \u00cdndia regista \u00abManuten\u00e7\u00e3o de instala\u00e7\u00f5es\u00bb, os Emirados \u00c1rabes Unidos registam \u00abRepara\u00e7\u00f5es de m\u00e1quinas\u00bb e a Alemanha regista \u00abRevis\u00e3o de equipamentos\u00bb. Tr\u00eas contas diferentes para a mesma categoria de custos. <br>\nAp\u00f3s: Todas as regi\u00f5es s\u00e3o atribu\u00eddas \u00e0 conta 51XXX1: Repara\u00e7\u00f5es e Manuten\u00e7\u00e3o \u2013 Maquinaria. Uma \u00fanica conta. Agrega\u00e7\u00e3o clara. Sem qualquer ambiguidade na consolida\u00e7\u00e3o.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbbb1e9 elementor-widget elementor-widget-heading\" data-id=\"fbbb1e9\" 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<p class=\"elementor-heading-title elementor-size-default\">Utilizar plataformas tecnol\u00f3gicas que garantam a governa\u00e7\u00e3o desde a conce\u00e7\u00e3o<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94278c0 elementor-widget elementor-widget-text-editor\" data-id=\"94278c0\" 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 modernas de ERP e MDM, como o SAP Master Data Governance (MDG), o Oracle DRM, o Informatica MDM e o IBM InfoSphere, permitem que as organiza\u00e7\u00f5es integrem controlos diretamente no sistema, em vez de dependerem de uma supervis\u00e3o manual.<\/p><p>Uma an\u00e1lise mais aprofundada sobre\u00a0<a href=\"https:\/\/www.verdantis.com\/erp-master-data-management\/\" target=\"_blank\" rel=\"noopener\">Melhores pr\u00e1ticas de gest\u00e3o de dados mestre em ERP<\/a>\u00a0mostra como isto se apresenta nos ambientes SAP e Oracle.\u00a0<\/p><p>Em vez de tentar resolver os problemas depois de estes terem surgido, o sistema previne-os. Um utilizador que tente criar um fornecedor com o nome \u00abWendlers Ltd.\u00bb \u00e9 imediatamente alertado se j\u00e1 existir um com o nome \u00abWendlers Limited\u00bb. Um novo pedido de centro de custos que ignore campos obrigat\u00f3rios simplesmente n\u00e3o ser\u00e1 enviado.<\/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-7092e81 elementor-widget elementor-widget-html\" data-id=\"7092e81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"callout\">\n  <div class=\"label\"> Panorama das plataformas<\/div>\n  <p>\n    De acordo com \n    <a href=\"https:\/\/www.informatica.com\/data-quality-magic-quadrant.html\" target=\"_blank\" rel=\"noopener nofollow\">\n      An\u00e1lise do Quadrante M\u00e1gico da Gartner\n    <\/a>, \n entre as plataformas l\u00edderes contam-se a SAP MDG (a mais s\u00f3lida em ambientes centrados na SAP), \n a Informatica MDM (a preferida em ambientes complexos com v\u00e1rios sistemas ERP), \n a Reltio (que est\u00e1 a ganhar terreno com arquiteturas nativas da nuvem) e a Stibo Systems. \n Plataformas concebidas especificamente para este fim, como a \n    <a href=\"https:\/\/www.verdantis.com\/master-data-management-suite\/\" target=\"_blank\" rel=\"noopener\">\n      Verdantis MDM Suite\n    <\/a> \n    foram concebidos especificamente para setores com um elevado volume de ativos, nos quais a gest\u00e3o de dados relativos \u00e0 manuten\u00e7\u00e3o, repara\u00e7\u00e3o e opera\u00e7\u00f5es (MRO), aos materiais \n e aos equipamentos constitui uma preocupa\u00e7\u00e3o central. A escolha certa depende \n em grande medida da sua infraestrutura ERP existente e da complexidade organizacional.\n  <\/p>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea93698 elementor-widget elementor-widget-heading\" data-id=\"ea93698\" 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<p class=\"elementor-heading-title elementor-size-default\">Definir fun\u00e7\u00f5es de gest\u00e3o de dados, e n\u00e3o apenas respons\u00e1veis pelos dados<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98245b8 elementor-widget elementor-widget-text-editor\" data-id=\"98245b8\" 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>H\u00e1 aqui uma distin\u00e7\u00e3o importante que muitas organiza\u00e7\u00f5es n\u00e3o t\u00eam em conta. Um \u00abtitular dos dados\u00bb que seja um executivo de topo n\u00e3o disp\u00f5e nem do tempo nem do contexto operacional necess\u00e1rios para determinar se uma proposta de um fornecedor cont\u00e9m um IBAN v\u00e1lido ou a jurisdi\u00e7\u00e3o fiscal correta.<\/p><p>Um gestor de dados que acompanha diariamente o processo de integra\u00e7\u00e3o de fornecedores \u00e9, de facto, quem o faz. Os gestores analisam os pedidos de novos registos, verificam as informa\u00e7\u00f5es, resolvem as duplicatas e mant\u00eam as hierarquias organizadas. Estas fun\u00e7\u00f5es pertencem \u00e0s opera\u00e7\u00f5es financeiras, n\u00e3o \u00e0s TI.<\/p><p>Os modelos de governa\u00e7\u00e3o mais sustent\u00e1veis adotam uma abordagem federada: a governa\u00e7\u00e3o central define as normas e as conven\u00e7\u00f5es de nomenclatura, enquanto os respons\u00e1veis locais em cada regi\u00e3o tratam dos pedidos do dia-a-dia dentro desses limites.<\/p><p>Uma gest\u00e3o totalmente centralizada cria estrangulamentos. Uma gest\u00e3o totalmente descentralizada gera desorienta\u00e7\u00e3o. O meio-termo federado \u00e9 mais dif\u00edcil de conceber, mas tende a ser mais duradouro.<\/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-48827c1 elementor-widget elementor-widget-heading\" data-id=\"48827c1\" 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<p class=\"elementor-heading-title elementor-size-default\">Monitoriza\u00e7\u00e3o cont\u00ednua e prepara\u00e7\u00e3o para auditorias<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee1df40 elementor-widget elementor-widget-text-editor\" data-id=\"ee1df40\" 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 mestre financeiros n\u00e3o s\u00e3o algo que se \u00abconfigure e se esque\u00e7a\u00bb. Requerem uma aten\u00e7\u00e3o cont\u00ednua: verifica\u00e7\u00f5es regulares da integridade dos dados, an\u00e1lise de duplicados, verifica\u00e7\u00e3o dos c\u00f3digos fiscais e an\u00e1lises da pista de auditoria.<\/p><p>Quando a governa\u00e7\u00e3o funciona bem, uma pergunta do auditor sobre quem criou um registo de entidade jur\u00eddica e porqu\u00ea deve poder ser respondida em minutos, e n\u00e3o em dias.<\/p><p>Essa transpar\u00eancia n\u00e3o se resume a uma boa postura em mat\u00e9ria de conformidade; reduz tamb\u00e9m significativamente o risco de auditoria.<\/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-a95fb4c elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"a95fb4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tA pista de auditoria na pr\u00e1tica <br>\nDurante uma auditoria, a equipa deve ser capaz de obter um registo completo que indique: quem apresentou o pedido de cria\u00e7\u00e3o, quem o aprovou, quando foi ativado e a justifica\u00e7\u00e3o empresarial documentada. Com uma boa governa\u00e7\u00e3o de MDM, esta informa\u00e7\u00e3o \u00e9 obtida num minuto. Sem ela, \u00e9 necess\u00e1ria uma investiga\u00e7\u00e3o de duas semanas.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e30a662 e-flex e-con-boxed e-con e-parent\" data-id=\"e30a662\" 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-738608a elementor-widget elementor-widget-heading\" data-id=\"738608a\" 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=\"finance-master-data-models-across-key-domains\">Modelos de dados mestre financeiros em dom\u00ednios-chave<\/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-e9b7ba8 e-flex e-con-boxed e-con e-parent\" data-id=\"e9b7ba8\" 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-f399cce elementor-widget elementor-widget-text-editor\" data-id=\"f399cce\" 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 mestre financeiros n\u00e3o existem isoladamente. Est\u00e3o ligados a todas as fun\u00e7\u00f5es operacionais: aprovisionamento, manuten\u00e7\u00e3o, recursos humanos, vendas e log\u00edstica. Cada \u00e1rea tem os seus pr\u00f3prios requisitos em termos de dados financeiros, e a governa\u00e7\u00e3o tem de ter em conta todos eles.<\/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-32f11b5 elementor-widget elementor-widget-n-accordion\" data-id=\"32f11b5\" 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-5340\" 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-5340\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 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-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5340\" class=\"elementor-element elementor-element-2576bbd e-con-full e-flex e-con e-child\" data-id=\"2576bbd\" 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-af41461 elementor-widget elementor-widget-heading\" data-id=\"af41461\" 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<p class=\"elementor-heading-title elementor-size-default\">MRO: Manuten\u00e7\u00e3o, Repara\u00e7\u00e3o e Opera\u00e7\u00f5es<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f63ead elementor-widget elementor-widget-text-editor\" data-id=\"3f63ead\" 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>Setores como a avia\u00e7\u00e3o, o transporte mar\u00edtimo, a energia e a ind\u00fastria transformadora dependem fortemente dos dados de MRO. Existem orienta\u00e7\u00f5es detalhadas publicadas sobre\u00a0<a href=\"https:\/\/www.verdantis.com\/mro-data-management\/\" target=\"_blank\" rel=\"noopener\">Governan\u00e7a da gest\u00e3o de dados de MRO<\/a>\u00a0especificamente para opera\u00e7\u00f5es com grande volume de ativos, que vale a pena ler em conjunto com a vis\u00e3o geral aqui apresentada.\u00a0<\/p><p>Nestes ambientes, os dados mestre financeiros est\u00e3o intimamente interligados com as pe\u00e7as sobressalentes, as ordens de trabalho de manuten\u00e7\u00e3o, os custos do ciclo de vida dos ativos, as atividades de repara\u00e7\u00e3o e os servi\u00e7os prestados pelos fornecedores.<\/p><p>Acertar nesta \u00e1rea \u00e9 especialmente importante, pois influencia diretamente tanto os resultados financeiros como a conformidade regulamentar em setores onde as normas de seguran\u00e7a s\u00e3o rigorosas.<\/p><p><strong>Principais tipos de dados mestre financeiros na MRO:<\/strong><\/p><table><tbody><tr><td width=\"312\"><p>Contas de despesas de manuten\u00e7\u00e3o<\/p><\/td><td width=\"312\"><p>Centros de custo de oficinas<\/p><\/td><\/tr><tr><td width=\"312\"><p>Regras de amortiza\u00e7\u00e3o de ativos<\/p><\/td><td width=\"312\"><p>Dados do fornecedor de pe\u00e7as sobressalentes<\/p><\/td><\/tr><tr><td width=\"312\"><p>C\u00f3digos fiscais de v\u00e1rios pa\u00edses<\/p><\/td><td width=\"312\"><p>Moeda e condi\u00e7\u00f5es de pagamento<\/p><\/td><\/tr><tr><td width=\"312\"><p>Classifica\u00e7\u00e3o das ordens de trabalho<\/p><\/td><td width=\"312\"><p>Hierarquias de custos alinhadas com as IFRS<\/p><\/td><\/tr><\/tbody><\/table><p>As hierarquias nas finan\u00e7as de MRO s\u00e3o importantes porque permitem uma elabora\u00e7\u00e3o precisa do or\u00e7amento e uma an\u00e1lise de desvios a todos os n\u00edveis, desde os centros de custos individuais at\u00e9 ao n\u00edvel corporativo.<\/p><p>Al\u00e9m disso, apoiam a tomada de decis\u00f5es estrat\u00e9gicas. A dire\u00e7\u00e3o pode analisar em pormenor os resultados consolidados at\u00e9 aos fatores operacionais subjacentes, identificando gastos excessivos em locais espec\u00edficos dos hangares ou em categorias de manuten\u00e7\u00e3o.<\/p><p>O controlo de vers\u00f5es garante a exatid\u00e3o hist\u00f3rica ap\u00f3s altera\u00e7\u00f5es na estrutura, e os registos de auditoria s\u00e3o essenciais em setores sujeitos a rigorosas normas de conformidade, como a avia\u00e7\u00e3o e o setor mar\u00edtimo.<\/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-293f166 elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"293f166\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tExemplo do setor da avia\u00e7\u00e3o\nA divis\u00e3o de MRO de uma companhia a\u00e9rea global estrutura os custos de forma a que cada hangar (centro de custos) registe a atividade di\u00e1ria de manuten\u00e7\u00e3o. Estes dados s\u00e3o agregados em unidades de neg\u00f3cio regionais de MRO e, posteriormente, numa categoria corporativa denominada \u00abManuten\u00e7\u00e3o de Aeronaves\u00bb, alinhada com os relat\u00f3rios de acordo com as IFRS. Os c\u00f3digos fiscais por jurisdi\u00e7\u00e3o garantem a conformidade local, enquanto a agrega\u00e7\u00e3o global permite a elabora\u00e7\u00e3o de demonstra\u00e7\u00f5es financeiras consolidadas.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-5341\" 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-5341\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Fornecedor <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5341\" class=\"elementor-element elementor-element-cb745d9 e-con-full e-flex e-con e-child\" data-id=\"cb745d9\" 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-f990ce1 elementor-widget elementor-widget-heading\" data-id=\"f990ce1\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados mestre de fornecedores<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7999c9 elementor-widget elementor-widget-text-editor\" data-id=\"c7999c9\" 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 dos fornecedores constituem a espinha dorsal das compras e das contas a pagar. A forma como as organiza\u00e7\u00f5es se estruturam\u00a0<a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\" target=\"_blank\" rel=\"noopener\">Gest\u00e3o centralizada do registo de fornecedores em ambientes com v\u00e1rios sistemas ERP<\/a>\u00a0varia significativamente, e o que est\u00e1 em jogo \u00e9 mais importante do que a maioria das equipas financeiras inicialmente espera.<\/p><p>Registos desorganizados dos fornecedores d\u00e3o origem a pagamentos duplicados, classifica\u00e7\u00f5es fiscais incorretas, atrasos no processamento de faturas e, o que \u00e9 mais grave, vulnerabilidade \u00e0 fraude.\u00a0<\/p><p>O\u00a0<a href=\"https:\/\/www.acfe.com\/about-the-acfe\/newsroom-for-media\/press-releases\/press-release-detail?s=2022-RTTN-launch\" target=\"_blank\" rel=\"noopener nofollow\">Relat\u00f3rio da ACFE \u00e0s Na\u00e7\u00f5es de 2022<\/a>\u00a0constatou que os esquemas de fatura\u00e7\u00e3o envolvendo fornecedores fict\u00edcios representam 22% do total de casos de fraude no local de trabalho, com uma dura\u00e7\u00e3o m\u00e9dia de 24 meses at\u00e9 \u00e0 dete\u00e7\u00e3o.\u00a0<em>(<a href=\"https:\/\/acfepublic.s3.us-west-2.amazonaws.com\/2022+Report+to+the+Nations.pdf\" target=\"_blank\" rel=\"noopener nofollow\">Descarregar o relat\u00f3rio completo em PDF<\/a>)<\/em><\/p><p>Um registo de fornecedores bem concebido inclui a identifica\u00e7\u00e3o do fornecedor (c\u00f3digo, grupo, categoria), informa\u00e7\u00f5es jur\u00eddicas (denomina\u00e7\u00e3o social, n\u00famero de identifica\u00e7\u00e3o fiscal, equivalente a GST\/PAN), dados banc\u00e1rios (conta, IFSC\/SWIFT, m\u00e9todo de pagamento), detalhes operacionais, condi\u00e7\u00f5es de pagamento e limites de cr\u00e9dito, bem como verifica\u00e7\u00f5es de conformidade, incluindo KYC, triagem AML e verifica\u00e7\u00e3o de listas de san\u00e7\u00f5es.<\/p><p>As organiza\u00e7\u00f5es com uma gest\u00e3o deficiente da base de dados de fornecedores registam taxas de pagamentos duplicados entre 0,1% e 0,5% do total de despesas. Numa base de despesas de $1 mil milh\u00f5es, isso equivale a $1-5 milh\u00f5es. <em>(<a href=\"https:\/\/www.iofm.com\/ap\/benchmarking\" rel=\"nofollow noopener\" target=\"_blank\">Fonte: Instituto de Finan\u00e7as e Gest\u00e3o<\/a>)<\/em><\/p><table><tbody><tr><td width=\"312\"><p>C\u00f3digo e categoria do fornecedor<\/p><\/td><td width=\"312\"><p>Denomina\u00e7\u00e3o social e registo<\/p><\/td><\/tr><tr><td width=\"312\"><p>Conta banc\u00e1ria e SWIFT<\/p><\/td><td width=\"312\"><p>Jurisdi\u00e7\u00e3o fiscal e identifica\u00e7\u00e3o<\/p><\/td><\/tr><tr><td width=\"312\"><p>Condi\u00e7\u00f5es de pagamento e moeda<\/p><\/td><td width=\"312\"><p>Situa\u00e7\u00e3o em mat\u00e9ria de KYC e AML<\/p><\/td><\/tr><tr><td width=\"312\"><p>Verifica\u00e7\u00e3o de san\u00e7\u00f5es<\/p><\/td><td width=\"312\"><p>Classifica\u00e7\u00e3o ESG<\/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<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-5342\" 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-5342\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Equipamento \/ Ativo <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5342\" class=\"elementor-element elementor-element-60f5e0d e-con-full e-flex e-con e-child\" data-id=\"60f5e0d\" 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-f30248b elementor-widget elementor-widget-heading\" data-id=\"f30248b\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados de refer\u00eancia de equipamentos e ativos<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3815433 elementor-widget elementor-widget-text-editor\" data-id=\"3815433\" 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 organiza\u00e7\u00f5es investem significativamente em ativos f\u00edsicos: m\u00e1quinas, ve\u00edculos, equipamento inform\u00e1tico, ferramentas e infraestruturas.<\/p><p>Estrutura\u00e7\u00e3o <a href=\"https:\/\/www.verdantis.com\/asset-master-data-management\/\" target=\"_blank\" rel=\"noopener\">dados mestre de ativos corretamente para empresas com elevada intensidade de capital<\/a>\u00a0\u00e9 uma disciplina por si s\u00f3, com implica\u00e7\u00f5es que v\u00e3o desde a precis\u00e3o da amortiza\u00e7\u00e3o at\u00e9 \u00e0 integridade do or\u00e7amento de CAPEX.\u00a0<\/p><p>O departamento financeiro deve contabilizar estes ativos de forma correta, desde a aquisi\u00e7\u00e3o at\u00e9 \u00e0 aliena\u00e7\u00e3o. Um registo mestre de ativos devidamente estruturado melhora a precis\u00e3o da amortiza\u00e7\u00e3o, apoia a monitoriza\u00e7\u00e3o do CAPEX, refor\u00e7a a qualidade da auditoria ao abrigo das normas IFRS e GAAP e permite o c\u00e1lculo dos custos ao longo do ciclo de vida, ligando os sistemas financeiros aos de manuten\u00e7\u00e3o.<\/p><div class=\"attr-grid\"><div class=\"attr-tag\"><table><tbody><tr><td width=\"312\"><p>ID e descri\u00e7\u00e3o do ativo<\/p><\/td><td width=\"312\"><p>Data e valor da aquisi\u00e7\u00e3o<\/p><\/td><\/tr><tr><td width=\"312\"><p>M\u00e9todo de amortiza\u00e7\u00e3o<\/p><\/td><td width=\"312\"><p>Vida \u00fatil e indicador de CAPEX<\/p><\/td><\/tr><tr><td width=\"312\"><p>Departamento e centro de custos<\/p><\/td><td width=\"312\"><p>Fabricante e n.\u00ba de s\u00e9rie<\/p><\/td><\/tr><tr><td width=\"312\"><p>Garantia e calend\u00e1rio de manuten\u00e7\u00e3o contratual (AMC)<\/p><\/td><td width=\"312\"><p>Registo de imparidade e aliena\u00e7\u00e3o<\/p><\/td><\/tr><\/tbody><\/table><\/div><\/div><p>Quando as equipas financeiras e de manuten\u00e7\u00e3o trabalham com as mesmas defini\u00e7\u00f5es e identificadores de ativos, todos os processos \u2014 desde os c\u00e1lculos de amortiza\u00e7\u00e3o at\u00e9 \u00e0 elabora\u00e7\u00e3o do or\u00e7amento de CAPEX \u2014 tornam-se mais r\u00e1pidos e fi\u00e1veis.<\/p><p>Os registos-mestre de ativos desalinhados s\u00e3o uma fonte frequente de constata\u00e7\u00f5es de auditoria em setores com elevada intensidade de capital.<\/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-5343\" 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-5343\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Servi\u00e7o <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5343\" class=\"elementor-element elementor-element-33d5db1 e-flex e-con-boxed e-con e-child\" data-id=\"33d5db1\" 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-ccda2a1 elementor-widget elementor-widget-heading\" data-id=\"ccda2a1\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados mestre de servi\u00e7os<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80f2feb elementor-widget elementor-widget-text-editor\" data-id=\"80f2feb\" 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 mestre de servi\u00e7os revistem-se de particular import\u00e2ncia nos servi\u00e7os de TI, na gest\u00e3o de instala\u00e7\u00f5es, nos prestadores de servi\u00e7os de manuten\u00e7\u00e3o contratada (AMC) e de manuten\u00e7\u00e3o, na consultoria e na engenharia.<\/p><p>Uma refer\u00eancia s\u00f3lida sobre\u00a0<a href=\"https:\/\/www.verdantis.com\/service-master-data-management\/\" target=\"_blank\" rel=\"noopener\">modelos de dados mestre de servi\u00e7os, desafios de governa\u00e7\u00e3o e integra\u00e7\u00e3o com o SAP<\/a>\u00a0\u00e9 um contexto \u00fatil para as equipas que est\u00e3o a configurar isto pela primeira vez.\u00a0<\/p><p>No dom\u00ednio financeiro, o valor reside na fatura\u00e7\u00e3o precisa, no reconhecimento claro das receitas ao abrigo da IFRS 15 \/ ASC 606, na an\u00e1lise dos custos de presta\u00e7\u00e3o do servi\u00e7o e no acompanhamento das margens ao n\u00edvel do servi\u00e7o.<\/p><p>Defini\u00e7\u00f5es consistentes dos servi\u00e7os garantem tamb\u00e9m que as equipas de vendas, opera\u00e7\u00f5es e fatura\u00e7\u00e3o se mantenham alinhadas, reduzindo os lit\u00edgios contratuais que tendem a surgir quando o \u00ab\u00e2mbito\u00bb \u00e9 interpretado de forma diferente entre os v\u00e1rios sistemas.<\/p><table><tbody><tr><td width=\"312\"><p>Identifica\u00e7\u00e3o e classifica\u00e7\u00e3o do servi\u00e7o<\/p><\/td><td width=\"312\"><p>Descri\u00e7\u00e3o normalizada<\/p><\/td><\/tr><tr><td width=\"312\"><p>L\u00f3gica de pre\u00e7os (fixa\/por hora)<\/p><\/td><td width=\"312\"><p>Defini\u00e7\u00f5es de SLA<\/p><\/td><\/tr><tr><td width=\"312\"><p>Elementos de custo (m\u00e3o-de-obra, pe\u00e7as)<\/p><\/td><td width=\"312\"><p>Classifica\u00e7\u00e3o fiscal (SAC\/IVA)<\/p><\/td><\/tr><tr><td width=\"312\"><p>Regras de reconhecimento de receitas<\/p><\/td><td width=\"312\"><p>Regras relativas \u00e0 subcontrata\u00e7\u00e3o<\/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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-5344\" 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-5344\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Produto <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5344\" class=\"elementor-element elementor-element-76a0e77 e-flex e-con-boxed e-con e-child\" data-id=\"76a0e77\" 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-f7e9963 elementor-widget elementor-widget-heading\" data-id=\"f7e9963\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados mestre de produtos e materiais<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccbc1c2 elementor-widget elementor-widget-text-editor\" data-id=\"ccbc1c2\" 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>De todos os dom\u00ednios de dados mestre financeiros, os dados relativos a produtos e materiais tendem a ter maior peso operacional.<\/p><p>Cada SKU, mat\u00e9ria-prima, produto semiacabado, pe\u00e7a sobressalente e consum\u00edvel que circula pela empresa necessita de uma defini\u00e7\u00e3o financeira normalizada para que possa ser corretamente avaliado, calculado, registado ou analisado.<\/p><p>Sem essa base, os dados relativos ao invent\u00e1rio n\u00e3o s\u00e3o fi\u00e1veis, as margens brutas variam consoante a f\u00e1brica que elaborou o relat\u00f3rio e os c\u00e1lculos agregados dos custos durante o processo de fabrico resultam em n\u00fameros nos quais ningu\u00e9m confia plenamente.<\/p><p>\u00c9 importante compreender que \u00abficha de produto\u00bb e \u00abficha de material\u00bb s\u00e3o conceitos relacionados, mas distintos. O\u00a0<a href=\"https:\/\/www.verdantis.com\/product-master-data-management\/\" target=\"_blank\" rel=\"noopener\">ficha de produto<\/a>\u00a0abrange todo o perfil comercial do que vende ou produz: atributos, pre\u00e7os, classifica\u00e7\u00e3o fiscal, unidade de medida e liga\u00e7\u00f5es a sistemas orientados para o cliente, como o CRM e o PIM.<\/p><p>O mestre de materiais aborda em maior profundidade a gest\u00e3o operacional e financeira dos itens m\u00f3veis: como s\u00e3o calculados os custos, onde s\u00e3o armazenados, como s\u00e3o adquiridos e como se relacionam com o planeamento da produ\u00e7\u00e3o e a manuten\u00e7\u00e3o.\u00a0<\/p><p>As finan\u00e7as situam-se na intersec\u00e7\u00e3o entre ambas. O registo mestre de produtos orienta o reconhecimento de receitas e a apresenta\u00e7\u00e3o de relat\u00f3rios sobre margens.<\/p><p>O registo mestre de materiais controla a avalia\u00e7\u00e3o do invent\u00e1rio, o custo das mercadorias vendidas (COGS), os fluxos de custos de aquisi\u00e7\u00e3o e a an\u00e1lise de desvios de produ\u00e7\u00e3o. Quando qualquer um destes aspetos n\u00e3o \u00e9 devidamente gerido, os erros refletem-se diretamente na demonstra\u00e7\u00e3o de resultados e no balan\u00e7o.<\/p><p>Para uma an\u00e1lise mais aprofundada da forma como estes dois dom\u00ednios s\u00e3o estruturados, geridos e mantidos na pr\u00e1tica, consulte os guias espec\u00edficos sobre\u00a0<a href=\"https:\/\/www.verdantis.com\/materials-master-data-management\/\" target=\"_blank\" rel=\"noopener\">gest\u00e3o de dados mestre de materiais<\/a>\u00a0abordar em pormenor os modelos, os padr\u00f5es comuns de falha e as abordagens de governa\u00e7\u00e3o.<\/p><h4>Principais caracter\u00edsticas financeiras em ambos os dom\u00ednios<\/h4><table><tbody><tr><td width=\"312\"><p>C\u00f3digo do produto \/ SKU<\/p><\/td><td width=\"312\"><p>Tipo de material (FG, RM, SFG, consum\u00edvel, pe\u00e7a sobressalente)<\/p><\/td><\/tr><tr><td width=\"312\"><p>Unidade de medida de base<\/p><\/td><td width=\"312\"><p>Custo padr\u00e3o e pre\u00e7o m\u00e9dio m\u00f3vel<\/p><\/td><\/tr><tr><td width=\"312\"><p>Classe de avalia\u00e7\u00e3o (associa o material \u00e0 conta do Raz\u00e3o)<\/p><\/td><td width=\"312\"><p>Controlo de pre\u00e7os (S = padr\u00e3o \/ V = m\u00e9dia m\u00f3vel)<\/p><\/td><\/tr><tr><td width=\"312\"><p>Pre\u00e7os de venda e estrutura de descontos<\/p><\/td><td width=\"312\"><p>Dados fiscais: c\u00f3digo HSN, taxa do GST, categoria do IVA<\/p><\/td><\/tr><tr><td width=\"312\"><p>Liga\u00e7\u00f5es da lista de materiais (BOM) para artigos fabricados<\/p><\/td><td width=\"312\"><p>Atribui\u00e7\u00e3o a centros de lucro<\/p><\/td><\/tr><tr><td width=\"312\"><p>Stock de seguran\u00e7a e n\u00edveis de reabastecimento<\/p><\/td><td width=\"312\"><p>Regras relativas aos n\u00fameros de lote\/s\u00e9rie<\/p><\/td><\/tr><tr><td width=\"312\"><p>Local de armazenamento e atribui\u00e7\u00e3o \u00e0 unidade<\/p><\/td><td width=\"312\"><p>UNSPSC \/ classifica\u00e7\u00e3o de produtos<\/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<div class=\"elementor-element elementor-element-db27444 elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"db27444\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tExemplo de fabrico <br>\nUm fabricante de produtos qu\u00edmicos de m\u00e9dia dimens\u00e3o, que utiliza o SAP em cinco f\u00e1bricas, descobriu, durante uma auditoria aos dados, que uma mat\u00e9ria-prima essencial existia sob 11 n\u00fameros de material diferentes \u2014 um criado por f\u00e1brica ao longo do tempo \u2014, com descri\u00e7\u00f5es, unidades de medida e classes de avalia\u00e7\u00e3o vari\u00e1veis. O departamento financeiro estava a reportar o invent\u00e1rio deste material com tr\u00eas custos-padr\u00e3o diferentes em simult\u00e2neo. Ap\u00f3s a consolida\u00e7\u00e3o num \u00fanico registo de material regulamentado, o valor do invent\u00e1rio reportado diminuiu em 8% simplesmente atrav\u00e9s da remo\u00e7\u00e3o de duplicados fantasmas. O departamento de compras passou ent\u00e3o a poder visualizar o consumo total a n\u00edvel do grupo num \u00fanico valor e a negociar pre\u00e7os por volume em conformidade.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f105113 elementor-widget elementor-widget-text-editor\" data-id=\"f105113\" 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 registo mestre de produtos e o registo mestre de materiais constituem, em conjunto, a espinha dorsal dos dados para a elabora\u00e7\u00e3o de relat\u00f3rios sobre receitas, custos e margens em qualquer empresa orientada para os produtos.<\/p><p>Fazer isso corretamente n\u00e3o \u00e9 um exerc\u00edcio pontual de migra\u00e7\u00e3o de dados. S\u00e3o lan\u00e7ados novos produtos, os materiais existentes s\u00e3o revistos, as f\u00e1bricas alteram as suas configura\u00e7\u00f5es e as classifica\u00e7\u00f5es fiscais mudam com as atualiza\u00e7\u00f5es regulamentares.<\/p><p>Sem um processo de governa\u00e7\u00e3o cont\u00ednuo que controle quem pode criar e alterar registos, valide os campos obrigat\u00f3rios antes da ativa\u00e7\u00e3o e identifique as duplicatas antes que estas se incorporem no hist\u00f3rico de transa\u00e7\u00f5es, a qualidade de ambos os dom\u00ednios ir\u00e1 deteriorar-se progressivamente at\u00e9 ao pr\u00f3ximo e penoso projeto de limpeza de dados.<\/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-5345\" 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-5345\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Colaborador <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-up\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5345\" class=\"elementor-element elementor-element-dbfe7bf e-flex e-con-boxed e-con e-child\" data-id=\"dbfe7bf\" 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-52d1681 elementor-widget elementor-widget-heading\" data-id=\"52d1681\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados de base dos colaboradores<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d793af elementor-widget elementor-widget-text-editor\" data-id=\"3d793af\" 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\/hr-master-data\/\">Dados mestre dos colaboradores<\/a> fica na jun\u00e7\u00e3o de <em>Recursos Humanos, folha de pagamentos e finan\u00e7as.<\/em><\/p><p>Quando estes tr\u00eas sistemas n\u00e3o est\u00e3o consistentemente sincronizados em rela\u00e7\u00e3o ao mesmo registo de colaborador, os problemas que da\u00ed adv\u00eam s\u00e3o previs\u00edveis: os custos salariais s\u00e3o lan\u00e7ados nos centros de custo errados, os relat\u00f3rios de efetivos n\u00e3o coincidem com a vis\u00e3o do departamento financeiro sobre os custos de ETI e as dedu\u00e7\u00f5es legais s\u00e3o calculadas incorretamente, uma vez que as estruturas de remunera\u00e7\u00e3o s\u00e3o registadas de forma diferente nos v\u00e1rios sistemas.<\/p><p>Para as empresas do setor de servi\u00e7os, em que os custos com m\u00e3o-de-obra representam entre 40 % e 60 % do total das despesas operacionais, estes n\u00e3o s\u00e3o meros erros de arredondamento. Trata-se de discrep\u00e2ncias significativas que afetam tanto a exatid\u00e3o da demonstra\u00e7\u00e3o de resultados como os resultados das auditorias.<\/p><table><tbody><tr><td width=\"312\"><p>Identifica\u00e7\u00e3o e fun\u00e7\u00e3o do colaborador<\/p><\/td><td width=\"312\"><p>Departamento e centro de custos<\/p><\/td><\/tr><tr><td width=\"312\"><p>Estrutura salarial e de remunera\u00e7\u00e3o<\/p><\/td><td width=\"312\"><p>Tipo de contrato de trabalho (efetivo, a termo, estagi\u00e1rio)<\/p><\/td><\/tr><tr><td width=\"312\"><p>Pol\u00edticas de reembolso e de viagens<\/p><\/td><td width=\"312\"><p>Regras de atribui\u00e7\u00e3o de projetos<\/p><\/td><\/tr><tr><td width=\"312\"><p>Dados relativos ao PF \/ ESI \/ PAN<\/p><\/td><td width=\"312\"><p>Dedu\u00e7\u00f5es legais<\/p><\/td><\/tr><tr><td width=\"312\"><p>Limites de aprova\u00e7\u00e3o e n\u00edveis de autoriza\u00e7\u00e3o<\/p><\/td><td width=\"312\"><p>Pol\u00edticas relativas a licen\u00e7as e aus\u00eancias<\/p><\/td><\/tr><\/tbody><\/table><p>A exist\u00eancia de dados mestre dos colaboradores corretos garante que os custos com a for\u00e7a de trabalho (que representam frequentemente 40\u201360% das despesas operacionais totais das empresas de servi\u00e7os) sejam registados, atribu\u00eddos e comunicados com precis\u00e3o.<\/p><p>Al\u00e9m disso, apoia o planeamento dos custos com o pessoal e os requisitos de auditoria interna.<\/p><p>A atribui\u00e7\u00e3o do centro de custos no registo do colaborador \u00e9 o campo que mais interessa ao departamento financeiro. Todos os lan\u00e7amentos da folha de pagamentos passam por ele.<\/p><p>Quando um colaborador muda de departamento ou assume uma fun\u00e7\u00e3o num projeto e o centro de custos n\u00e3o \u00e9 atualizado atempadamente, os relat\u00f3rios de gest\u00e3o apresentam uma imagem distorcida do local onde os custos com m\u00e3o-de-obra est\u00e3o, na realidade, a ser incorridos.<\/p><p>Nas empresas que operam com base em projetos, isto compromete totalmente a elabora\u00e7\u00e3o de relat\u00f3rios sobre a rentabilidade dos projetos. Por conseguinte, a gest\u00e3o dos dados mestre dos colaboradores deve incluir um fluxo de trabalho que desencadeie uma revis\u00e3o financeira sempre que haja uma altera\u00e7\u00e3o no departamento, localiza\u00e7\u00e3o ou fun\u00e7\u00e3o de um colaborador.<\/p><p>O evento de RH e a atualiza\u00e7\u00e3o dos registos financeiros t\u00eam de ser realizados em simult\u00e2neo, e n\u00e3o em lotes separados com semanas de intervalo.<\/p><p>Para uma vis\u00e3o mais abrangente de como os dados dos colaboradores se enquadram na governa\u00e7\u00e3o dos dados mestre da empresa, o\u00a0<a href=\"https:\/\/www.verdantis.com\/multi-domain-mdm\/\" target=\"_blank\" rel=\"noopener\">estrutura de MDM multidom\u00ednio<\/a>\u00a0\u00e9 uma refer\u00eancia \u00fatil sobre a forma como as organiza\u00e7\u00f5es gerem estas rela\u00e7\u00f5es de dados interfuncionais em grande escala.<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9ce333 e-flex e-con-boxed e-con e-parent\" data-id=\"c9ce333\" 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-7f22e8d elementor-widget elementor-widget-heading\" data-id=\"7f22e8d\" 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-regulatory-dimension-stakes-that-keep-rising\">A dimens\u00e3o regulat\u00f3ria: os desafios que n\u00e3o param de aumentar<\/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-ffb84a9 e-flex e-con-boxed e-con e-parent\" data-id=\"ffb84a9\" 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-359f729 elementor-widget elementor-widget-text-editor\" data-id=\"359f729\" 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 press\u00e3o regulamentar sobre a qualidade dos dados financeiros tem vindo a intensificar-se de forma constante, e n\u00e3o h\u00e1 sinais de que essa tend\u00eancia se inverta.\u00a0<a href=\"https:\/\/www.bis.org\/publ\/bcbs239.htm\" target=\"_blank\" rel=\"noopener nofollow\">BCBS 239<\/a>, a norma do Comit\u00e9 de Basileia relativa \u00e0 agrega\u00e7\u00e3o de dados de risco estabeleceu requisitos expl\u00edcitos para os bancos no que diz respeito \u00e0 exatid\u00e3o, integridade e atualidade dos dados nos relat\u00f3rios regulamentares.<\/p><p>Os bancos que n\u00e3o cumpriram os requisitos enfrentaram conclus\u00f5es formais das autoridades de supervis\u00e3o e programas de corre\u00e7\u00e3o dispendiosos.\u00a0<em>(Fonte:\u00a0<a href=\"https:\/\/www.bis.org\/publ\/bcbs239.pdf\" target=\"_blank\" rel=\"noopener nofollow\">Banco de Pagamentos Internacionais, BCBS 239<\/a>)<\/em><\/p><p>Para as empresas n\u00e3o financeiras, o Segundo Pilar do BEPS constitui, neste momento, o ponto de press\u00e3o mais imediato.<\/p><p>As regras relativas ao imposto m\u00ednimo global exigem a comunica\u00e7\u00e3o da taxa de imposto efetiva por jurisdi\u00e7\u00e3o, um c\u00e1lculo que se baseia diretamente nos dados das entidades jur\u00eddicas, nas estruturas dos centros de lucro e nas informa\u00e7\u00f5es sobre pre\u00e7os de transfer\u00eancia entre empresas, todos eles contidos nos dados mestre.<\/p><p>As organiza\u00e7\u00f5es que n\u00e3o disponham de hierarquias de entidades jur\u00eddicas claras e consistentes, nem de um mapeamento fi\u00e1vel dos lucros a n\u00edvel nacional, ter\u00e3o dificuldade em realizar os c\u00e1lculos do Segundo Pilar com confian\u00e7a.<\/p><p>Os relat\u00f3rios ESG acrescentam mais uma dimens\u00e3o. Os requisitos da CSRD na Europa e as regras em evolu\u00e7\u00e3o da SEC em mat\u00e9ria de divulga\u00e7\u00e3o de informa\u00e7\u00f5es clim\u00e1ticas exigem dados detalhados sobre as emiss\u00f5es, que devem estar associados \u00e0s estruturas organizacionais, aos centros de custos e aos registos de ativos.<\/p><p>Se os dados mestre financeiros n\u00e3o permitirem esse mapeamento de forma clara, as equipas respons\u00e1veis pelos relat\u00f3rios de sustentabilidade acabam por ter de realizar um trabalho manual de concilia\u00e7\u00e3o, o que gera custos operacionais e aumenta o risco de auditoria.<\/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-74c69a4 e-flex e-con-boxed e-con e-parent\" data-id=\"74c69a4\" 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-55e9afe elementor-widget elementor-widget-heading\" data-id=\"55e9afe\" 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-future-of-finance-mdm-ai-cloud-and-whats-actually-usable-now\">O Futuro do MDM Financeiro: IA, nuvem e o que j\u00e1 \u00e9 realmente utiliz\u00e1vel neste momento<\/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-98e3053 e-flex e-con-boxed e-con e-parent\" data-id=\"98e3053\" 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-9858fdb elementor-widget elementor-widget-text-editor\" data-id=\"9858fdb\" 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>Neste momento, h\u00e1 muito entusiasmo em torno deste tema. Parte desse entusiasmo \u00e9 justificado. Mas \u00e9 importante distinguir claramente em que aspetos a IA traz melhorias reais e em que aspetos a narrativa se antecipa \u00e0 realidade pr\u00e1tica.<\/p><p>Uma an\u00e1lise detalhada de\u00a0<a href=\"https:\/\/www.verdantis.com\/ai-mdm\/\" target=\"_blank\" rel=\"noopener\">Como a IA est\u00e1 a transformar a gest\u00e3o de dados mestres<\/a>\u00a0Na pr\u00e1tica, vale a pena ler este artigo juntamente com a vis\u00e3o geral que se segue.<\/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-32faf9e e-grid e-con-full e-con e-child\" data-id=\"32faf9e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-46dc68e e-con-full e-flex e-con e-child\" data-id=\"46dc68e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc9f8be elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"dc9f8be\" 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-robot\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M32,224H64V416H32A31.96166,31.96166,0,0,1,0,384V256A31.96166,31.96166,0,0,1,32,224Zm512-48V448a64.06328,64.06328,0,0,1-64,64H160a64.06328,64.06328,0,0,1-64-64V176a79.974,79.974,0,0,1,80-80H288V32a32,32,0,0,1,64,0V96H464A79.974,79.974,0,0,1,544,176ZM264,256a40,40,0,1,0-40,40A39.997,39.997,0,0,0,264,256Zm-8,128H192v32h64Zm96,0H288v32h64ZM456,256a40,40,0,1,0-40,40A39.997,39.997,0,0,0,456,256Zm-8,128H384v32h64ZM640,256V384a31.96166,31.96166,0,0,1-32,32H576V224h32A31.96166,31.96166,0,0,1,640,256Z\"><\/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-4346880 elementor-widget elementor-widget-heading\" data-id=\"4346880\" 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<p class=\"elementor-heading-title elementor-size-default\">Limpeza automatizada de dados<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-959b850 elementor-widget elementor-widget-text-editor\" data-id=\"959b850\" 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 IA deteta registos duplicados, campos em falta, grafias inconsistentes e informa\u00e7\u00f5es desatualizadas, e corrige-os cada vez mais automaticamente. O sistema aprende padr\u00f5es e melhora com o tempo.<\/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-ce5864f e-con-full e-flex e-con e-child\" data-id=\"ce5864f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f891752 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f891752\" 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-search\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M505 442.7L405.3 343c-4.5-4.5-10.6-7-17-7H372c27.6-35.3 44-79.7 44-128C416 93.1 322.9 0 208 0S0 93.1 0 208s93.1 208 208 208c48.3 0 92.7-16.4 128-44v16.3c0 6.4 2.5 12.5 7 17l99.7 99.7c9.4 9.4 24.6 9.4 33.9 0l28.3-28.3c9.4-9.4 9.4-24.6.1-34zM208 336c-70.7 0-128-57.2-128-128 0-70.7 57.2-128 128-128 70.7 0 128 57.2 128 128 0 70.7-57.2 128-128 128z\"><\/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-9fb20e0 elementor-widget elementor-widget-heading\" data-id=\"9fb20e0\" 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<p class=\"elementor-heading-title elementor-size-default\">Detec\u00e7\u00e3o de duplicados mais inteligente<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa30dc3 elementor-widget elementor-widget-text-editor\" data-id=\"fa30dc3\" 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 algoritmos de correspond\u00eancia probabil\u00edstica identificam duplicados nos casos em que pequenas varia\u00e7\u00f5es no nome ou na morada poderiam induzir em erro os sistemas baseados em regras. Os modelos de aprendizagem autom\u00e1tica mais recentes s\u00e3o mais precisos e requerem muito menos configura\u00e7\u00e3o manual de regras.<\/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-90137d9 e-con-full e-flex e-con e-child\" data-id=\"90137d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec54e86 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ec54e86\" 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=\"bi bi-exclamation-triangle-fill\"><\/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-7088e22 elementor-widget elementor-widget-heading\" data-id=\"7088e22\" 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<p class=\"elementor-heading-title elementor-size-default\">Alertas preditivos de anomalias<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-797427d elementor-widget elementor-widget-text-editor\" data-id=\"797427d\" 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 IA identifica registos invulgares, tais como altera\u00e7\u00f5es repentinas nas contas banc\u00e1rias dos fornecedores, atribui\u00e7\u00f5es question\u00e1veis a centros de custo e atualiza\u00e7\u00f5es at\u00edpicas nos registos dos colaboradores, antes de se tornarem problemas de conformidade ou discrep\u00e2ncias financeiras.<\/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-38afa24 e-con-full e-flex e-con e-child\" data-id=\"38afa24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-09a8270 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"09a8270\" 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-notepad\"><\/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-e2abc34 elementor-widget elementor-widget-heading\" data-id=\"e2abc34\" 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<p class=\"elementor-heading-title elementor-size-default\">Limpar a proveni\u00eancia dos dados<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-577240f elementor-widget elementor-widget-text-editor\" data-id=\"577240f\" 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 acompanhamento da origem dos dados, de quem os modificou e da forma como circularam entre os sistemas passa a ser automatizado. Os auditores obt\u00eam a transpar\u00eancia de que necessitam; as equipas financeiras ficam tranquilas.<\/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-f734269 e-con-full e-flex e-con e-child\" data-id=\"f734269\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8f290f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e8f290f\" 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-cloud\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M537.6 226.6c4.1-10.7 6.4-22.4 6.4-34.6 0-53-43-96-96-96-19.7 0-38.1 6-53.3 16.2C367 64.2 315.3 32 256 32c-88.4 0-160 71.6-160 160 0 2.7.1 5.4.2 8.1C40.2 219.8 0 273.2 0 336c0 79.5 64.5 144 144 144h368c70.7 0 128-57.3 128-128 0-61.9-44-113.6-102.4-125.4z\"><\/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-c18e082 elementor-widget elementor-widget-heading\" data-id=\"c18e082\" 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<p class=\"elementor-heading-title elementor-size-default\">Modelos globais baseados na nuvem<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb54982 elementor-widget elementor-widget-text-editor\" data-id=\"eb54982\" 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 ERP na nuvem, como o SAP S\/4HANA Cloud e o Oracle Fusion Cloud, permitem a exist\u00eancia de um \u00fanico modelo centralizado de dados mestre em todos os pa\u00edses. Qualquer altera\u00e7\u00e3o nas contas ou nos perfis dos fornecedores \u00e9 atualizada instantaneamente em todos os locais.<\/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-b1240e8 e-con-full e-flex e-con e-child\" data-id=\"b1240e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb5c9d8 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"fb5c9d8\" 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=\"bi bi-file-bar-graph-fill\"><\/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-668a83e elementor-widget elementor-widget-heading\" data-id=\"668a83e\" 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<p class=\"elementor-heading-title elementor-size-default\">Dados como Servi\u00e7o (DaaS)<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3da2576 elementor-widget elementor-widget-text-editor\" data-id=\"3da2576\" 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 fornecedores externos de DaaS disponibilizam automaticamente dados de refer\u00eancia financeira fi\u00e1veis e verificados (taxas de c\u00e2mbio, tabelas fiscais, c\u00f3digos regulamentares). Em vez de atualiza\u00e7\u00f5es di\u00e1rias manuais, os dados s\u00e3o recebidos e aplicados automaticamente.<\/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-c17b46d elementor-widget elementor-widget-text-editor\" data-id=\"c17b46d\" 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 aspeto em que a narrativa sobre a IA \u00e9 exagerada \u00e9 a automatiza\u00e7\u00e3o da governa\u00e7\u00e3o. A IA pode assinalar problemas de qualidade, sugerir classifica\u00e7\u00f5es e identificar registos que necessitam de revis\u00e3o.<\/p><p>No entanto, a decis\u00e3o sobre se um determinado registo de fornecedor \u00e9 leg\u00edtimo, ou se a cria\u00e7\u00e3o de um novo centro de custos faz sentido do ponto de vista estrutural, continua a exigir o julgamento humano e a responsabiliza\u00e7\u00e3o organizacional. Automatizar esse julgamento n\u00e3o resolve o problema da governa\u00e7\u00e3o. Apenas o obscurece.<\/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-5b14272 e-flex e-con-boxed e-con e-parent\" data-id=\"5b14272\" 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-8018d17 elementor-widget elementor-widget-heading\" data-id=\"8018d17\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Perguntas Frequentes (FAQ)<\/h5>\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-fdb5294 e-flex e-con-boxed e-con e-parent\" data-id=\"fdb5294\" 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-bbd9e1e elementor-widget elementor-widget-n-accordion\" data-id=\"bbd9e1e\" 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-1960\" 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-1960\" >\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 a gest\u00e3o de dados mestre financeiros?  <\/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-1960\" class=\"elementor-element elementor-element-9d49e9a e-con-full e-flex e-con e-child\" data-id=\"9d49e9a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed3e101 elementor-widget elementor-widget-text-editor\" data-id=\"ed3e101\" 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 Gest\u00e3o de Dados Mestres Financeiros consiste na pr\u00e1tica de definir, organizar e manter os dados de refer\u00eancia financeiros essenciais dos quais todas as atividades financeiras dependem, incluindo o plano de contas, os centros de custo e de lucro, as entidades jur\u00eddicas, as moedas, os calend\u00e1rios fiscais, as hierarquias de fornecedores e clientes e as estruturas de produtos. Ao contr\u00e1rio dos dados transacionais, os dados mestres s\u00e3o est\u00e1veis e fundamentais. Quando s\u00e3o precisos e bem geridos, os relat\u00f3rios financeiros s\u00e3o consistentes e fi\u00e1veis. Quando n\u00e3o o s\u00e3o, os erros propagam-se por todos os sistemas e processos que deles dependem.<\/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-1961\" 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-1961\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Qual \u00e9 a diferen\u00e7a entre o MDM Financeiro e a Governa\u00e7\u00e3o de Dados? <\/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-1961\" class=\"elementor-element elementor-element-2c9c27f e-con-full e-flex e-con e-child\" data-id=\"2c9c27f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b4c89d elementor-widget elementor-widget-text-editor\" data-id=\"2b4c89d\" 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 MDM Financeiro estabelece a estrutura e as normas para os dados mestre financeiros: o aspeto dos registos, a forma como est\u00e3o organizados e os atributos que cont\u00eam. A governan\u00e7a de dados \u00e9 o quadro operacional que mant\u00e9m essa estrutura saud\u00e1vel ao longo do tempo, definindo quem \u00e9 o respons\u00e1vel por cada dom\u00ednio de dados, quais os fluxos de trabalho de aprova\u00e7\u00e3o que regem as altera\u00e7\u00f5es, como a qualidade \u00e9 monitorizada e como a conformidade \u00e9 mantida. O MDM sem governan\u00e7a deteriora-se. A governan\u00e7a sem MDM n\u00e3o tem nada de consistente para governar. Ambos s\u00e3o necess\u00e1rios.<\/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-1962\" 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-1962\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quais s\u00e3o os principais componentes dos dados mestre financeiros? <\/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-1962\" class=\"elementor-element elementor-element-2fb6201 e-con-full e-flex e-con e-child\" data-id=\"2fb6201\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8388d3 elementor-widget elementor-widget-text-editor\" data-id=\"a8388d3\" 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 componentes principais incluem: Plano de Contas (estrutura de contas do Raz\u00e3o), Centros de Custos e Centros de Lucro (acompanhamento de despesas e rentabilidade), Entidades jur\u00eddicas e unidades de neg\u00f3cio (estrutura organizacional para consolida\u00e7\u00e3o), moedas e taxas de c\u00e2mbio, calend\u00e1rios fiscais, dados mestre de fornecedores, dados mestre de clientes, dados mestre de produtos e materiais, dados mestre de equipamentos e ativos, e dados mestre de colaboradores. Cada dom\u00ednio est\u00e1 interligado com as finan\u00e7as e cada um requer a sua pr\u00f3pria abordagem de governa\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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1963\" 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-1963\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quanto custa a m\u00e1 qualidade dos dados no setor financeiro? <\/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-1963\" class=\"elementor-element elementor-element-df1724d e-flex e-con-boxed e-con e-child\" data-id=\"df1724d\" 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-8d8af2d elementor-widget elementor-widget-text-editor\" data-id=\"8d8af2d\" 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.gartner.com\/en\/data-analytics\/topics\/data-quality\" target=\"_blank\" rel=\"noopener nofollow\">A Gartner estima que<\/a>\u00a0A m\u00e1 qualidade dos dados custa \u00e0s organiza\u00e7\u00f5es, em m\u00e9dia, $12,9 milh\u00f5es por ano. No caso das multinacionais, esse valor aumenta quando se incluem as san\u00e7\u00f5es regulamentares, as reexpress\u00f5es de resultados e as medidas corretivas decorrentes da auditoria.\u00a0<a href=\"https:\/\/kpmg.com\/us\/en\/insights-by-role\/cfo-real-insights.html\" target=\"_blank\" rel=\"noopener nofollow\">Inqu\u00e9rito Global aos Diretores Financeiros da KPMG de 2022<\/a>\u00a0A pesquisa revelou que 67% dos respons\u00e1veis financeiros apontam a inconsist\u00eancia dos dados como um dos principais obst\u00e1culos \u00e0 elabora\u00e7\u00e3o atempada de relat\u00f3rios.\u00a0<a href=\"https:\/\/www.blackline.com\/products\/financial-close\/\" target=\"_blank\" rel=\"noopener nofollow\">Estudo da BlackLine de 2023<\/a>\u00a0Verificou-se que os problemas de reconcilia\u00e7\u00e3o de dados acrescentam, em m\u00e9dia, 3,1 dias ao ciclo mensal de encerramento financeiro. Os problemas relacionados com o ficheiro mestre de fornecedores, em particular, est\u00e3o na origem de taxas de pagamentos duplicados que variam entre 0,1 e 0,51 TP3T do total de despesas (IFMA), o que equivale a $1\u20135 milh\u00f5es numa base de despesas de $1 mil milh\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-1964\" 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-1964\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Que plataformas s\u00e3o utilizadas para a gest\u00e3o de dados mestre financeiros? <\/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-1964\" class=\"elementor-element elementor-element-11041cb e-flex e-con-boxed e-con e-child\" data-id=\"11041cb\" 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-3e61497 elementor-widget elementor-widget-text-editor\" data-id=\"3e61497\" 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>Entre as principais plataformas contam-se o SAP Master Data Governance (MDG), o Oracle Data Relationship Management (DRM), o Informatica MDM, o Verdantis MDM Suite e o IBM InfoSphere. O SAP MDG apresenta uma vantagem natural em ambientes centrados na SAP. A Informatica tende a destacar-se em ambientes complexos com v\u00e1rios sistemas ERP. A escolha certa depende da sua presen\u00e7a de ERP, da complexidade organizacional e da estrat\u00e9gia global de nuvem. (<a href=\"https:\/\/www.informatica.com\/data-quality-magic-quadrant.html\" target=\"_blank\" rel=\"noopener nofollow\">Fonte: Quadrante M\u00e1gico da Gartner para Solu\u00e7\u00f5es de Gest\u00e3o de Dados de Refer\u00eancia, 2023<\/a>)<\/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-1965\" 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-1965\" >\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 IA melhora a gest\u00e3o dos dados mestre financeiros? <\/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-1965\" class=\"elementor-element elementor-element-8f45354 e-flex e-con-boxed e-con e-child\" data-id=\"8f45354\" 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-8c72582 elementor-widget elementor-widget-text-editor\" data-id=\"8c72582\" 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 IA melhora a gest\u00e3o de dados mestres (MDM) na \u00e1rea financeira atrav\u00e9s de: limpeza automatizada de dados (detetando duplicados, campos em falta e inconsist\u00eancias sem interven\u00e7\u00e3o manual), dete\u00e7\u00e3o probabil\u00edstica mais inteligente de duplicados (identificando varia\u00e7\u00f5es que os sistemas baseados em regras n\u00e3o detetam), alertas preditivos de anomalias (assinalando altera\u00e7\u00f5es suspeitas, como atualiza\u00e7\u00f5es repentinas das contas banc\u00e1rias dos fornecedores), classifica\u00e7\u00e3o automatizada de dados entre sistemas, um registo de auditoria claro para an\u00e1lises de conformidade e pain\u00e9is de controlo de qualidade cont\u00ednuos, dispon\u00edveis 24 horas por dia, 7 dias por semana. A IA refor\u00e7a a boa governa\u00e7\u00e3o. N\u00e3o substitui a necessidade de responsabilidade e presta\u00e7\u00e3o de contas por parte dos seres humanos.<\/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<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is Finance Master Data Management?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Finance Master Data Management is the practice of defining, organizing, and maintaining the core financial reference data that every financial activity depends on, including the chart of accounts, cost and profit centers, legal entities, currencies, fiscal calendars, vendor and customer hierarchies, and product structures. Unlike transactional data, master data is stable and foundational. When it&#8217;s accurate and governed, financial reporting is consistent and reliable. When it&#8217;s not, errors propagate across every system and process that relies on it.\"}},{\"@type\":\"Question\",\"name\":\"What is the difference between Finance MDM and Data Governance?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Finance MDM establishes the structure and standards for financial master data: what the records look like, how they&#8217;re organized, and what attributes they carry. Data Governance is the operational framework that keeps that structure healthy over time, defining who owns each data domain, what approval workflows govern changes, how quality is monitored, and how compliance is maintained. MDM without governance degrades. Governance without MDM has nothing consistent to govern. Both are required.\"}},{\"@type\":\"Question\",\"name\":\"What are the main components of Finance Master Data?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The core components include: Chart of Accounts (GL account structure), Cost Centers and Profit Centers (spending and profitability tracking), Legal Entities and Business Units (organizational structure for consolidation), Currencies and Exchange Rates, Fiscal Calendars, Vendor Master Data, Customer Master Data, Product and Material Master Data, Equipment and Asset Master Data, and Employee Master Data. Each domain intersects with finance and each requires its own governance approach.\"}},{\"@type\":\"Question\",\"name\":\"How much does poor data qualiy cost in finance?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Gartner estimates\\u00a0poor data quality costs organizations an average of $12.9 million per year. For multinationals, that rises when including regulatory penalties, restatements, and audit remediation.\\u00a0KPMG&#8217;s 2022 Global CFO Survey\\u00a0found 67% of finance leaders cite data inconsistency as a top barrier to timely reporting.\\u00a0BlackLine&#8217;s 2023 research\\u00a0found data reconciliation issues add an average of 3.1 days to the monthly financial close cycle. Vendor master issues specifically drive duplicate payment rates of 0.1\\u20130.5% of total spend (IFMA), amounting to $1\\u20135 million on a $1 billion spend base.\"}},{\"@type\":\"Question\",\"name\":\"Which platforms are used for Finance Master Data Management?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The leading platforms include SAP Master Data Governance (MDG), Oracle Data Relationship Management (DRM), Informatica MDM, Verdantis MDM Suite, and IBM InfoSphere. SAP MDG holds a natural advantage for SAP-centric landscapes. Informatica tends to win in complex multi-ERP environments. The right choice depends on your ERP footprint, organizational complexity, and overall cloud strategy. (Source: Gartner Magic Quadrant for Master Data Management Solutions, 2023)\"}},{\"@type\":\"Question\",\"name\":\"How does AI improve Finance Master Data Management?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"AI improves Finance MDM through: automated data cleansing (detecting duplicates, missing fields, and inconsistencies without manual effort), smarter probabilistic duplicate detection (catching variations that rules-based systems miss), predictive anomaly alerts (flagging suspicious changes like sudden vendor bank account updates), automated cross-system data classification, clear audit lineage for compliance reviews, and 24\\\/7 continuous quality monitoring dashboards. AI augments good governance. It doesn&#8217;t replace the need for human ownership and accountability.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Por que raz\u00e3o a estrutura subjacente aos seus dados financeiros \u00e9 agora t\u00e3o importante quanto os pr\u00f3prios dados. Eis o que \u00e9 realmente necess\u00e1rio para criar algo que se mantenha s\u00f3lido em todos os sistemas, pa\u00edses e ao longo dos anos.<\/p>","protected":false},"author":4,"featured_media":40601,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[75],"class_list":["post-39571","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-mdm"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/39571","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=39571"}],"version-history":[{"count":0,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/posts\/39571\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media\/40601"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/media?parent=39571"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/categories?post=39571"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/pt\/wp-json\/wp\/v2\/tags?post=39571"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}