{"id":36759,"date":"2025-03-24T13:29:00","date_gmt":"2025-03-24T13:29:00","guid":{"rendered":"https:\/\/kyvo.global\/br\/?p=36759"},"modified":"2026-06-29T13:34:51","modified_gmt":"2026-06-29T13:34:51","slug":"ia-aprofunda-a-cronica-escassez-de-talentos-no-brasil","status":"publish","type":"post","link":"https:\/\/kyvo.global\/br\/noticias\/ia-aprofunda-a-cronica-escassez-de-talentos-no-brasil","title":{"rendered":"IA aprofunda a cr\u00f4nica escassez de talentos no Brasil"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"36759\" class=\"elementor elementor-36759\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a9a15fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a9a15fd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64ed8859\" data-id=\"64ed8859\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1feda4c0 elementor-widget elementor-widget-text-editor\" data-id=\"1feda4c0\" 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<div data-id=\"4c0c16b\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\"><p style=\"padding-left: 80px;\"><strong>Hilton Menezes<\/strong><br \/><span style=\"color: #808080;\">Cofundador e co-CEO da Kyvo. Nos \u00faltimos 7 anos a Kyvo j\u00e1 realizou mais de 80 projetos de design de servi\u00e7os e pesquisas qualitativas (vi\u00e9s etnogr\u00e1fico) para empresas nacionais e internacionais. Somente para um grande cliente foram mapeados mais de 72 servi\u00e7os. Seu time profissional conta com designers estrat\u00e9gicos, designers de servi\u00e7o, antrop\u00f3logos, jornalistas e outras especialidades.<\/span><\/p><p>\u00a0<\/p><p>A crescente depend\u00eancia de IA para tomada de decis\u00e3o, otimiza\u00e7\u00e3o de processos e inova\u00e7\u00e3o de produtos n\u00e3o \u00e9 um fen\u00f4meno restrito a grandes corpora\u00e7\u00f5es. Pequenas e m\u00e9dias empresas tamb\u00e9m est\u00e3o diante da necessidade de se adaptar rapidamente. Mas essa transi\u00e7\u00e3o exige um n\u00edvel de maturidade digital que nem todas est\u00e3o prontas para alcan\u00e7ar sozinhas. O desafio n\u00e3o \u00e9 apenas t\u00e9cnico. Ele envolve cultura organizacional, governan\u00e7a de dados e a capacidade de transformar informa\u00e7\u00e3o em intelig\u00eancia estrat\u00e9gica.<\/p><p>O Brasil, apesar do avan\u00e7o nos rankings de inova\u00e7\u00e3o, ainda enfrenta barreiras na forma\u00e7\u00e3o de uma base s\u00f3lida de profissionais qualificados para atuar nesse novo contexto. Muitas empresas, ao se depararem com a complexidade da implementa\u00e7\u00e3o de IA, acabam adiando ou limitando seus projetos a experimentos isolados, sem integra\u00e7\u00e3o real ao neg\u00f3cio. A consequ\u00eancia \u00e9 a frustra\u00e7\u00e3o com a tecnologia e a perda de oportunidades competitivas.<\/p><p>A experi\u00eancia recente de grandes empresas brasileiras mostra que h\u00e1 caminhos para contornar esse problema. Em vez de esperar a forma\u00e7\u00e3o de uma nova gera\u00e7\u00e3o de talentos ou lidar com a escassez de profissionais altamente especializados, algumas companhias adotaram uma abordagem mais estruturada para garantir que a IA gere impacto real. Foi o caso da Unifique (fonte), operadora de telecomunica\u00e7\u00f5es do Sul do Brasil, que para reduzir a taxa de cancelamento de contratos, estruturou um modelo preditivo baseado em IA para antecipar quais clientes tinham maior propens\u00e3o a cancelar servi\u00e7os. Outro exemplo vem da Vivo (fonte), uma das maiores operadoras de telecomunica\u00e7\u00f5es do Brasil. A empresa enfrentava o desafio de aprimorar a experi\u00eancia do cliente em um mercado altamente competitivo e encontrou na IA uma aliada estrat\u00e9gica.<\/p><p>Esses casos demonstram que a ado\u00e7\u00e3o de IA n\u00e3o se resume a uma quest\u00e3o tecnol\u00f3gica, mas envolve estrat\u00e9gia, estrutura\u00e7\u00e3o de processos e integra\u00e7\u00e3o eficiente dos dados ao dia a dia da organiza\u00e7\u00e3o. A tecnologia sozinha n\u00e3o resolve problemas, mas, quando bem aplicada, transforma a forma como as empresas operam, criam valor e se relacionam com seus clientes.<\/p><p>O Brasil tem potencial para ser um protagonista na inova\u00e7\u00e3o baseada em IA, mas precisa acelerar o desenvolvimento de capacidades internas para que essa tecnologia seja um fator de vantagem competitiva real. O momento exige n\u00e3o apenas investimento em novas ferramentas, mas uma vis\u00e3o mais ampla sobre como construir organiza\u00e7\u00f5es capazes de aprender, adaptar-se e inovar continuamente em um mundo movido por dados e intelig\u00eancia artificial.<\/p><\/div>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Esse ponto sens\u00edvel n\u00e3o atinge somente grandes corpora\u00e7\u00f5es; com o surgimento de novas ferramentas de tecnologias, a falta de profissionais qualificados e preparados alcan\u00e7a tamb\u00e9m as pequenas e m\u00e9dias empresas, ou seja, o ecossistema de empreendedorismo no pa\u00eds<\/p>\n","protected":false},"author":3,"featured_media":36760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[29],"tags":[261,25,260,262,95],"class_list":["post-36759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias","tag-governanca-de-dados","tag-inovacao","tag-inteligencia-artificial","tag-maturidade-digital","tag-transformacao-digital","cat-29-id"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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