{"id":17841,"date":"2025-09-28T08:08:33","date_gmt":"2025-09-28T08:08:33","guid":{"rendered":"https:\/\/www.siveco.com\/?p=17841"},"modified":"2025-12-01T08:47:07","modified_gmt":"2025-12-01T08:47:07","slug":"o-siveco-group-adquire-uma-participacao-na-elipsis-para-fortalecer-sua-oferta-de-iot-e-dados-2","status":"publish","type":"post","link":"https:\/\/www.siveco.com\/pt-br\/blog-gmao\/o-siveco-group-adquire-uma-participacao-na-elipsis-para-fortalecer-sua-oferta-de-iot-e-dados-2\/","title":{"rendered":"Manuten\u00e7\u00e3o preditiva: por que a intelig\u00eancia artificial (ainda) n\u00e3o \u00e9 suficiente"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17841\" class=\"elementor elementor-17841 elementor-17838\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c1fabc e-flex e-con-boxed e-con e-parent\" data-id=\"1c1fabc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-50dedd7b e-con-full e-flex e-con e-child\" data-id=\"50dedd7b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1667f758 elementor-widget elementor-widget-text-editor\" data-id=\"1667f758\" 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>Apesar dos grandes avan\u00e7os tecnol\u00f3gicos, a manuten\u00e7\u00e3o preditiva ainda n\u00e3o se tornou um padr\u00e3o industrial.<\/p><p>Seu sucesso depende menos dos algoritmos e mais da coer\u00eancia organizacional e do acompanhamento humano.<\/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-266cd13f e-con-full e-flex e-con e-child\" data-id=\"266cd13f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33063662 elementor-widget elementor-widget-image\" data-id=\"33063662\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/www.siveco.com\/wp-content\/uploads\/2025\/11\/IA-AdobeStock_1191947424-400x400.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-17854\" alt=\"Maintenance pr\u00e9dictive : pourquoi l\u2019intelligence artificielle ne suffit pas\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b744e2d e-flex e-con-boxed e-con e-parent\" data-id=\"7b744e2d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20edf03f elementor-widget elementor-widget-text-editor\" data-id=\"20edf03f\" 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>Elogiada por suas promessas de desempenho, a manuten\u00e7\u00e3o preditiva ainda tem dificuldade em se estabelecer como um padr\u00e3o industrial. Pois, embora a intelig\u00eancia artificial (IA) e a IoT abram perspectivas in\u00e9ditas, sua efic\u00e1cia continua condicionada a um equil\u00edbrio sutil entre qualidade dos dados, coer\u00eancia dos sistemas e expertise humana. Para as empresas, o desafio n\u00e3o \u00e9 mais testar componentes tecnol\u00f3gicos, mas construir uma estrat\u00e9gia operacional sustent\u00e1vel.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36bcfd4d e-flex e-con-boxed e-con e-parent\" data-id=\"36bcfd4d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c5bf848 elementor-widget elementor-widget-heading\" data-id=\"5c5bf848\" 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\">Manuten\u00e7\u00e3o preditiva: promessa industrial ou ilus\u00e3o tecnol\u00f3gica?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-739b88cf elementor-widget elementor-widget-text-editor\" data-id=\"739b88cf\" 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 uma d\u00e9cada, a manuten\u00e7\u00e3o preditiva \u00e9 apresentada como o resultado l\u00f3gico da f\u00e1brica conectada. Uma manuten\u00e7\u00e3o 4.0 associada \u00e0 f\u00e1brica 4.0&#8230; No entanto, em 2025, a manuten\u00e7\u00e3o preditiva ainda est\u00e1 longe de ser generalizada. \u00c9 verdade que as tecnologias existem (sensores inteligentes, IA integrada&#8230;), mas sua implementa\u00e7\u00e3o continua sendo complexa.   <\/p><p>A confus\u00e3o geralmente come\u00e7a com a pr\u00f3pria palavra. \u201cPreditivo\u201d abrange realidades muito diferentes, desde um simples limite de alerta at\u00e9 a an\u00e1lise cruzada de dados complexos. Em alguns setores altamente industrializados, como o aeroespacial ou o de defesa, os casos de uso est\u00e3o se multiplicando. No entanto, na maioria das empresas, os projetos continuam limitados a alguns projetos-piloto, devido \u00e0 falta de dados explor\u00e1veis, integra\u00e7\u00e3o fluida ou retorno sobre o investimento mensur\u00e1vel.   <\/p><p>A promessa permanece intacta, mas sua execu\u00e7\u00e3o depende de um equil\u00edbrio sutil entre tecnologia, m\u00e9todo e organiza\u00e7\u00e3o. \u00c9 a\u00ed que reside o cerne da quest\u00e3o: a manuten\u00e7\u00e3o preditiva n\u00e3o pode ser comprada como uma solu\u00e7\u00e3o pronta para uso. Ela \u00e9 constru\u00edda, etapa por etapa, levando em considera\u00e7\u00e3o as realidades do terreno.  <\/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-381516f elementor-widget elementor-widget-heading\" data-id=\"381516f\" 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\">Condi\u00e7\u00f5es para o sucesso que v\u00e3o al\u00e9m da tecnologia<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf7d723 elementor-widget elementor-widget-text-editor\" data-id=\"bf7d723\" 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>Se a manuten\u00e7\u00e3o preditiva tem dificuldade em se impor, n\u00e3o \u00e9 por falta de tecnologias. Sensores, intelig\u00eancia artificial, ferramentas de an\u00e1lise: tudo isso existe. Mas \u00e9 preciso que esses elementos funcionem em conjunto. Um dado isolado, mal posicionado ou fora de contexto tem pouco valor. \u00c9 a coer\u00eancia do conjunto que faz a diferen\u00e7a.    <\/p><p>A integra\u00e7\u00e3o desempenha aqui um papel central. Quando o CMMS, a IoT, a BI ou o BIM s\u00e3o pensados como um todo, a empresa ganha em visibilidade. Ela pode finalmente passar de um simples acompanhamento da atividade para uma l\u00f3gica de antecipa\u00e7\u00e3o.  <\/p><p>No entanto, nada disso funciona sem as equipes. S\u00e3o elas que validam, interpretam e arbitram. Nesse sentido, a tecnologia n\u00e3o substitui a experi\u00eancia de campo, pois, para aproveitar ao m\u00e1ximo as ferramentas, tamb\u00e9m \u00e9 necess\u00e1rio acompanhar os usos, treinar e fazer com que as pr\u00e1ticas evoluam ao ritmo das profiss\u00f5es.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdd4686 elementor-widget elementor-widget-heading\" data-id=\"cdd4686\" 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\">Mais do que um projeto t\u00e9cnico, uma estrat\u00e9gia industrial<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70c1dfe elementor-widget elementor-widget-text-editor\" data-id=\"70c1dfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Quando bem planejada, a manuten\u00e7\u00e3o preditiva otimiza as interven\u00e7\u00f5es, reduz as paradas imprevistas e ajuda a distribuir melhor os recursos. Desde que fa\u00e7a parte de uma estrat\u00e9gia empresarial real. De fato, para que um projeto seja \u00fatil, \u00e9 preciso identificar os equipamentos, os sensores e os limites corretos. O objetivo n\u00e3o \u00e9 antecipar todas as falhas, mas intervir onde o impacto \u00e9 real.   <\/p><p>A isso se somam duas dimens\u00f5es fundamentais: a confidencialidade dos dados e a ciberseguran\u00e7a. Em um sistema aberto a objetos conectados, cada sensor se torna uma superf\u00edcie de ataque potencial. No entanto, os dados provenientes de equipamentos industriais s\u00e3o frequentemente sens\u00edveis, ou mesmo cr\u00edticos. Por isso, devem permanecer no local, para serem melhor protegidos. Isso implica escolhas de arquitetura, acessos estritamente controlados e IA capazes de funcionar localmente. Pois uma intelig\u00eancia artificial eficaz, mas mal protegida, continua a ser uma vulnerabilidade. E, num ambiente como este, a seguran\u00e7a n\u00e3o pode ser uma op\u00e7\u00e3o.      <\/p><p>Por fim, o que a manuten\u00e7\u00e3o preditiva revela n\u00e3o \u00e9 apenas uma nova rela\u00e7\u00e3o com as m\u00e1quinas. \u00c9 outra forma de pensar o desempenho industrial. Mais \u00e1gil e mais direcionada. E talvez a verdadeira virada n\u00e3o venha da tecnologia em si, mas da capacidade de fazer com que os dados, as ferramentas e o conhecimento humano dialoguem entre si. \u00c9 a\u00ed que se joga a ind\u00fastria do futuro.    <\/p><p><strong>Carlo Fichera, CEO e fundador do Siveco Group.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Apesar dos grandes avan\u00e7os tecnol\u00f3gicos, a manuten\u00e7\u00e3o preditiva ainda n\u00e3o se tornou um padr\u00e3o industrial. Seu sucesso depende menos dos algoritmos e mais da coer\u00eancia organizacional e do acompanhamento humano. Elogiada por suas promessas de desempenho, a manuten\u00e7\u00e3o preditiva ainda tem dificuldade em se estabelecer como um padr\u00e3o industrial. Pois, embora a intelig\u00eancia artificial (IA) [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":17854,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[124],"tags":[],"class_list":["post-17841","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opiniao-de-especialistas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Manuten\u00e7\u00e3o preditiva: por que a intelig\u00eancia artificial (ainda) n\u00e3o \u00e9 suficiente - Siveco<\/title>\n<meta name=\"description\" content=\"Para o Siveco Group, a manuten\u00e7\u00e3o preditiva \u00e9 outra forma de pensar o desempenho industrial. 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