{"id":21164,"date":"2026-07-02T10:51:44","date_gmt":"2026-07-02T13:51:44","guid":{"rendered":"https:\/\/acrisure.com.br\/insights\/?p=21164"},"modified":"2026-07-08T13:01:23","modified_gmt":"2026-07-08T16:01:23","slug":"gestao-de-frotas-dados-ia","status":"publish","type":"post","link":"https:\/\/acrisure.com.br\/insights\/gestao-de-frotas-dados-ia\/","title":{"rendered":"Gest\u00e3o de frotas: como a intelig\u00eancia artificial pode fortalecer a gest\u00e3o de riscos"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Post&#8221; _builder_version=&#8221;4.19.4&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;Post&#8221; _builder_version=&#8221;4.19.4&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; width=&#8221;100%&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Conte\u00fado&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_letter_spacing=&#8221;1px&#8221; custom_margin=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span data-contrast=\"auto\">A intelig\u00eancia artificial\u00a0(IA)\u00a0est\u00e1\u00a0se consolidando\u00a0como uma\u00a0<\/span><b><span data-contrast=\"auto\">importante aliada na\u00a0gest\u00e3o de frotas e\u00a0das opera\u00e7\u00f5es de transporte<\/span><\/b><span data-contrast=\"auto\">, permitindo decis\u00f5es mais \u00e1geis, preventivas e baseadas em informa\u00e7\u00f5es em tempo real.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Esse movimento acompanha uma tend\u00eancia mais ampla de ado\u00e7\u00e3o da tecnologia nas empresas. Segundo a pesquisa\u00a0<\/span><a href=\"https:\/\/www.mckinsey.com.br\/capabilities\/quantumblack\/our-insights\/the-state-of-ai\" target=\"_blank\" rel=\"noopener\"><i><span data-contrast=\"none\">The\u00a0State\u00a0of\u00a0AI<\/span><\/i><\/a><span data-contrast=\"auto\">, da McKinsey,\u00a0<\/span><b><span data-contrast=\"auto\">78% das organiza\u00e7\u00f5es no mundo j\u00e1 utilizam intelig\u00eancia artificial em pelo menos uma fun\u00e7\u00e3o de neg\u00f3cio<\/span><\/b><span data-contrast=\"auto\">, evidenciando que seu uso\u00a0tem se tornado\u00a0parte da rotina operacional.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">No transporte rodovi\u00e1rio de cargas, esse cen\u00e1rio ganha ainda mais relev\u00e2ncia.\u00a0De acordo com\u00a0o\u00a0<\/span><a href=\"https:\/\/www.gov.br\/transportes\/pt-br\/assuntos\/PIT\/politica-e-planejamento\/publicacoes\/pnl2025.pdf\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Relat\u00f3rio do Plano Nacional de Log\u00edstica<\/span><\/a><span data-contrast=\"auto\">, aproximadamente\u00a0<\/span><b><span data-contrast=\"auto\">65% do transporte de cargas no Brasil acontece por rodovias<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A\u00a0alta depend\u00eancia desse\u00a0modal refor\u00e7a a necessidade de modelos de gest\u00e3o mais inteligentes, capazes de aumentar a efici\u00eancia, apoiar decis\u00f5es e reduzir riscos.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><span data-contrast=\"none\">Intelig\u00eancia operacional amplia o potencial da telemetria<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:160,&quot;335559739&quot;:80,&quot;335559740&quot;:279}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">A telemetria aplicada \u00e0 gest\u00e3o de frotas n\u00e3o \u00e9 novidade. H\u00e1 anos,\u00a0<\/span><b><span data-contrast=\"auto\">rastreadores e dispositivos embarcados<\/span><\/b><span data-contrast=\"auto\">\u00a0permitem acompanhar localiza\u00e7\u00e3o, deslocamento e comportamento de condu\u00e7\u00e3o.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">O avan\u00e7o recente est\u00e1 na aplica\u00e7\u00e3o da\u00a0IA\u00a0sobre essas informa\u00e7\u00f5es. Em vez de apenas registrar eventos e gerar hist\u00f3ricos operacionais,\u00a0<\/span><b><span data-contrast=\"auto\">os\u00a0sistemas passam a identificar\u00a0padr\u00f5es\u00a0e\u00a0desvios<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Segundo o\u00a0<\/span><i><span data-contrast=\"auto\">2026 Fleet Technology Trends Report,<\/span><\/i><b><span data-contrast=\"auto\">\u00a046% dos gestores de frotas j\u00e1 utilizam telemetria por v\u00eddeo com recursos de intelig\u00eancia artificial<\/span><\/b><span data-contrast=\"auto\">, um crescimento de 10 pontos percentuais em rela\u00e7\u00e3o a 2023.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<h3><span data-contrast=\"none\">Da leitura de dados \u00e0 identifica\u00e7\u00e3o de riscos<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Com sensores avan\u00e7ados e c\u00e2meras inteligentes, a\u00a0IA\u00a0permite identificar situa\u00e7\u00f5es e comportamentos que aumentam a exposi\u00e7\u00e3o ao risco, como:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">sinais de fadiga;<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">desvios de aten\u00e7\u00e3o;<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">velocidade acima dos par\u00e2metros definidos;<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">paradas n\u00e3o programadas.<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Ao detectar essas ocorr\u00eancias, a tecnologia possibilita interven\u00e7\u00f5es imediatas, como alertas ao condutor e notifica\u00e7\u00f5es autom\u00e1ticas para os respons\u00e1veis pela opera\u00e7\u00e3o.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Leia tamb\u00e9m:<\/span><\/i><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">&#8211;\u00a0<\/span><a href=\"https:\/\/acrisure.com.br\/insights\/desconto-pedagio-regras-antt-tags\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Desconto autom\u00e1tico no ped\u00e1gio: entenda as regras definidas pela ANTT<\/span><\/a><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">&#8211;\u00a0<\/span><a href=\"https:\/\/acrisure.com.br\/insights\/desconto-pedagio-regras-antt-tags\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Roubo de cargas cresce em 2025 e muda mapa das ocorr\u00eancias no Brasil<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"none\">Seguran\u00e7a, produtividade e custos fazem parte da mesma equa\u00e7\u00e3o<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Ao cruzar dados em tempo real e identificar sinais de risco com maior precis\u00e3o, a IA contribui para\u00a0<\/span><b><span data-contrast=\"auto\">reduzir\u00a0acidentes, interven\u00e7\u00f5es emergenciais, multas e manuten\u00e7\u00f5es<\/span><\/b><span data-contrast=\"auto\">\u00a0decorrentes de mau uso.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Esse ganho de previsibilidade refor\u00e7a uma l\u00f3gica cada vez mais presente na gest\u00e3o de frotas:\u00a0<\/span><b><span data-contrast=\"auto\">seguran\u00e7a, produtividade e custos n\u00e3o s\u00e3o objetivos conflitantes.<\/span><\/b><span data-contrast=\"auto\">\u00a0Opera\u00e7\u00f5es mais seguras tendem a ser mais eficientes e, consequentemente, apresentam melhores resultados operacionais e financeiros.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><span data-contrast=\"none\">O desafio de transformar dados em estrat\u00e9gias de gest\u00e3o de riscos<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">A evolu\u00e7\u00e3o da intelig\u00eancia operacional amplia as possibilidades de preven\u00e7\u00e3o. No entanto,\u00a0<\/span><b><span data-contrast=\"auto\">o valor da tecnologia depende da capacidade de transformar dados em decis\u00f5es\u00a0<\/span><\/b><span data-contrast=\"auto\">alinhadas \u00e0s caracter\u00edsticas de cada opera\u00e7\u00e3o.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Os\u00a0riscos\u00a0enfrentados por um caminh\u00e3o que percorre longas dist\u00e2ncias em rodovias s\u00e3o diferentes daqueles de uma frota urbana de entregas ou de empresas com estruturas menores e perfis distintos.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A an\u00e1lise das informa\u00e7\u00f5es geradas pela opera\u00e7\u00e3o pode apoiar decis\u00f5es relacionadas \u00e0 preven\u00e7\u00e3o de perdas, \u00e0 defini\u00e7\u00e3o de estrat\u00e9gias de prote\u00e7\u00e3o e \u00e0 contrata\u00e7\u00e3o de seguros mais adequados ao perfil da frota.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">O\u00a0desafio est\u00e1 em utilizar esses dados para fortalecer a resili\u00eancia e reduzir os impactos financeiros de eventos inesperados.\u00a0<\/span><a href=\"https:\/\/acrisure.com.br\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Saiba como fazemos.<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Com o transporte rodovi\u00e1rio concentrando grande parte da movimenta\u00e7\u00e3o de cargas no Brasil, opera\u00e7\u00f5es de frota buscam novas formas de ganhar efici\u00eancia e reduzir riscos. Entenda como telemetria e IA est\u00e3o apoiando decis\u00f5es mais preventivas e redefinindo a gest\u00e3o de frotas.<\/p>\n","protected":false},"author":1,"featured_media":21181,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[46],"tags":[19],"class_list":["post-21164","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-transportes","tag-gestao-de-riscos"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Gest\u00e3o de frotas: IA, telemetria e gest\u00e3o de riscos<\/title>\n<meta name=\"description\" content=\"Entenda\u00a0como intelig\u00eancia artificial, telemetria e an\u00e1lise de dados ajudam a reduzir riscos e fortalecem a gest\u00e3o de frotas.\" 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