{"id":20700,"date":"2026-07-14T14:42:30","date_gmt":"2026-07-14T14:42:30","guid":{"rendered":"https:\/\/jatfleet.com\/?p=20700"},"modified":"2026-07-14T15:04:30","modified_gmt":"2026-07-14T15:04:30","slug":"dados-de-manutencao","status":"publish","type":"post","link":"https:\/\/jatfleet.com\/es\/dados-de-manutencao\/","title":{"rendered":"O que revelam os dados sobre o futuro da manuten\u00e7\u00e3o de frotas?"},"content":{"rendered":"
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A intelig\u00eancia artificial est\u00e1 a ganhar relev\u00e2ncia na gest\u00e3o de frotas, sobretudo na manuten\u00e7\u00e3o. No entanto, antes de falar em previs\u00e3o de avarias ou automatiza\u00e7\u00e3o, h\u00e1 um desafio mais b\u00e1sico: garantir que a informa\u00e7\u00e3o dos ve\u00edculos est\u00e1 organizada, integrada e dispon\u00edvel para apoiar decis\u00f5es.<\/p>

Um estudo realizado pelo Centro Studi Fleet&Mobility, em colabora\u00e7\u00e3o com a Targa Telematics e a Escargo, junto de mais de 120 operadores italianos do setor da mobilidade, apresenta alguns dados relevantes sobre esta realidade.<\/p>

\u00a0<\/p>

69% querem compreender melhor os per\u00edodos de imobiliza\u00e7\u00e3o<\/h4>

Segundo o estudo, 69% dos operadores consideram que uma gest\u00e3o integrada dos dados melhora significativamente a informa\u00e7\u00e3o dispon\u00edvel sobre os per\u00edodos de imobiliza\u00e7\u00e3o.<\/p>

Saber que uma viatura esteve parada n\u00e3o \u00e9 suficiente. \u00c9 necess\u00e1rio perceber por que motivo esteve indispon\u00edvel e em que fase ocorreram os principais atrasos.<\/p>

Uma imobiliza\u00e7\u00e3o pode ser causada pela pr\u00f3pria repara\u00e7\u00e3o, mas tamb\u00e9m pela espera de um or\u00e7amento, por uma aprova\u00e7\u00e3o interna, pela falta de pe\u00e7as ou por falhas na comunica\u00e7\u00e3o entre equipas e fornecedores.<\/p>

Quando os dados est\u00e3o dispersos por emails, folhas de c\u00e1lculo, faturas e diferentes plataformas, torna-se dif\u00edcil identificar a verdadeira origem do problema.<\/p>

66% acreditam que uma melhor gest\u00e3o da informa\u00e7\u00e3o reduz as paragens<\/h4>

O estudo indica tamb\u00e9m que 66% dos operadores acreditam que uma gest\u00e3o inteligente da informa\u00e7\u00e3o pode reduzir os tempos de imobiliza\u00e7\u00e3o.<\/p>

Este dado mostra que nem todos os atrasos s\u00e3o t\u00e9cnicos. Muitas vezes, o ve\u00edculo permanece parado porque a informa\u00e7\u00e3o n\u00e3o circula com rapidez entre o gestor de frota, a oficina, os fornecedores e as restantes equipas.<\/p>

Centralizar o hist\u00f3rico, os custos, os alertas e o estado de cada interven\u00e7\u00e3o permite acelerar decis\u00f5es e reduzir tarefas administrativas.<\/p>

No entanto, a tecnologia, por si s\u00f3, n\u00e3o resolve tudo. \u00c9 igualmente importante definir processos claros, responsabilidades e crit\u00e9rios para o registo da informa\u00e7\u00e3o.<\/p>

64% identificam valor na integra\u00e7\u00e3o e an\u00e1lise de dados<\/h4>

Para 64% dos inquiridos, a integra\u00e7\u00e3o e an\u00e1lise de dados atrav\u00e9s de intelig\u00eancia artificial representa uma importante fonte de valor na manuten\u00e7\u00e3o.<\/p>

Para identificar padr\u00f5es, n\u00e3o basta conhecer a data da \u00faltima revis\u00e3o. \u00c9 necess\u00e1rio relacionar a quilometragem, a idade do ve\u00edculo, o hist\u00f3rico de avarias, os custos, os tempos de imobiliza\u00e7\u00e3o e o tipo de utiliza\u00e7\u00e3o.<\/p>

Uma repara\u00e7\u00e3o isolada pode n\u00e3o indicar um problema. Mas a repeti\u00e7\u00e3o da mesma avaria pode revelar uma falha recorrente, uma utiliza\u00e7\u00e3o inadequada ou a necessidade de substituir a viatura.<\/p>

A intelig\u00eancia artificial pode acelerar esta an\u00e1lise. Contudo, os resultados depender\u00e3o sempre da qualidade dos dados utilizados.<\/p>

At\u00e9 30% de redu\u00e7\u00e3o nos custos de manuten\u00e7\u00e3o<\/h4>

Segundo os dados divulgados, a utiliza\u00e7\u00e3o de intelig\u00eancia artificial poder\u00e1 contribuir para uma redu\u00e7\u00e3o de at\u00e9 30% nos custos de manuten\u00e7\u00e3o e de 13% no tempo de imobiliza\u00e7\u00e3o.<\/p>

Estes valores devem ser entendidos como resultados potenciais, uma vez que o impacto depender\u00e1 da dimens\u00e3o da frota, do tipo de opera\u00e7\u00e3o, da idade dos ve\u00edculos e da qualidade da informa\u00e7\u00e3o dispon\u00edvel.<\/p>

Ainda assim, mostram que a poupan\u00e7a n\u00e3o resulta apenas de evitar avarias. Tamb\u00e9m pode surgir atrav\u00e9s da redu\u00e7\u00e3o de tarefas manuais, da identifica\u00e7\u00e3o de repara\u00e7\u00f5es repetidas, da compara\u00e7\u00e3o entre fornecedores e de decis\u00f5es mais informadas sobre a renova\u00e7\u00e3o da frota.<\/p>

A evolu\u00e7\u00e3o come\u00e7a com dados organizados<\/p>

Antes de implementar sistemas avan\u00e7ados de intelig\u00eancia artificial, uma frota deve ser capaz de responder a algumas quest\u00f5es fundamentais:<\/p>

  • Qual \u00e9 o hist\u00f3rico completo de cada ve\u00edculo?<\/li>
  • Quanto custa realmente cada interven\u00e7\u00e3o?<\/li>
  • Durante quanto tempo permanece cada viatura indispon\u00edvel?<\/li>
  • Que problemas se repetem com maior frequ\u00eancia?<\/li><\/ul>

    \u00a0<\/p>

    Uma plataforma de gest\u00e3o de frotas pode funcionar como a base para esta evolu\u00e7\u00e3o. Ao reunir informa\u00e7\u00e3o sobre manuten\u00e7\u00e3o, custos, quilometragens, documentos e alertas, o JAT Fleet<\/em><\/strong> ajuda a transformar dados dispersos numa vis\u00e3o mais clara sobre o desempenho de cada viatura.<\/p>

    A intelig\u00eancia artificial poder\u00e1 ter um papel cada vez mais relevante na manuten\u00e7\u00e3o. Mas o seu valor come\u00e7a antes da previs\u00e3o.<\/p>

    Come\u00e7a pela capacidade de compreender o que j\u00e1 aconteceu e utilizar essa informa\u00e7\u00e3o para tomar melhores decis\u00f5es.<\/p>\t\t\t\t\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":"

    O compliance tradicional morreu. A regula\u00e7\u00e3o j\u00e1 n\u00e3o \u00e9 uma checklist para evitar multas; \u00e9 opera\u00e7\u00e3o pura. Entenda como as zonas de baixas emiss\u00f5es, a diretiva CSRD e a ciberseguran\u00e7a est\u00e3o a for\u00e7ar as frotas a passar do improviso para uma gest\u00e3o baseada em dados audit\u00e1veis.<\/p>","protected":false},"author":1,"featured_media":20754,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[117,94],"tags":[],"class_list":["post-20700","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-destaque","category-noticias-tendencias-setor"],"acf":[],"yoast_head":"\nO que revelam os dados sobre o futuro da manuten\u00e7\u00e3o de frotas? - JAT Fleet<\/title>\n<meta name=\"description\" content=\"Descubra como a intelig\u00eancia artificial e a gest\u00e3o integrada de dados podem reduzir custos, avarias e tempos de imobiliza\u00e7\u00e3o nas frotas.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/jatfleet.com\/es\/dados-de-manutencao\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O que revelam os dados sobre o futuro da manuten\u00e7\u00e3o de frotas? 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