{"id":9784,"date":"2025-08-05T15:03:04","date_gmt":"2025-08-05T18:03:04","guid":{"rendered":"https:\/\/blog.botcity.dev\/?p=9784"},"modified":"2025-08-08T16:45:10","modified_gmt":"2025-08-08T19:45:10","slug":"previsao-gartner-agentic-ia","status":"publish","type":"post","link":"https:\/\/blog.botcity.dev\/pt-br\/2025\/08\/05\/previsao-gartner-agentic-ia\/","title":{"rendered":"Gartner Alerta: 40% dos Projetos de Agentic AI Falhar\u00e3o. Veja Como a Governan\u00e7a Evita Isso!"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Uma previs\u00e3o recente da<\/span><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> Gartner<\/span><\/a><span style=\"font-weight: 400;\"> acendeu um alerta no mercado de tecnologia: <\/span><b>mais de 40% dos projetos de agentic AI ser\u00e3o cancelados at\u00e9 o final de 2027<\/b><span style=\"font-weight: 400;\">. Os motivos apontados s\u00e3o uma combina\u00e7\u00e3o perigosa de custos crescentes, valor de neg\u00f3cio incerto (ROI) e controles de risco insuficientes.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Essa estat\u00edstica, no entanto, n\u00e3o freou o avan\u00e7o da tecnologia. Pelo contr\u00e1rio, ela exp\u00f5e a urg\u00eancia de uma abordagem mais estrat\u00e9gica.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O cen\u00e1rio de investimentos j\u00e1 \u00e9 uma realidade. Uma pesquisa da Gartner de janeiro de 2025 revelou que <\/span><b>19% das organiza\u00e7\u00f5es<\/b><span style=\"font-weight: 400;\"> j\u00e1 fizeram investimentos significativos em agentic AI, enquanto <\/span><b>42% adotaram uma postura mais conservadora<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Apenas uma minoria est\u00e1 parada. Isso demonstra que o movimento \u00e9 real, mas muitas empresas est\u00e3o entrando nesse territ\u00f3rio sem o mapa adequado, o que explica a alta taxa de falha prevista.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">O que \u00e9 Agentic AI?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AI agentic s\u00e3o sistemas capazes de operar de forma aut\u00f4noma para atingir objetivos com supervis\u00e3o limitada. A pr\u00f3pria Gartner prev\u00ea que, <\/span><b>at\u00e9 2028, pelo menos 15% das decis\u00f5es de trabalho di\u00e1rias ser\u00e3o tomadas de forma aut\u00f4noma<\/b><span style=\"font-weight: 400;\"> por esses agentes, e 33% dos softwares corporativos ir\u00e3o inclu\u00ed-los.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por tr\u00e1s dessa autonomia, h\u00e1 um ponto t\u00e9cnico essencial: <\/span><b>esses agentes geram e executam c\u00f3digo real<\/b><span style=\"font-weight: 400;\"> e<\/span> <span style=\"font-weight: 400;\">devido \u00e0 sua versatilidade e ao vasto ecossistema de bibliotecas e frameworks, <\/span><a href=\"https:\/\/blog.botcity.dev\/2024\/07\/23\/a-ascensao-do-python-na-era-da-automacao-com-ia\/\"><b>Python<\/b><\/a><b> se tornou a linguagem predominante<\/b><span style=\"font-weight: 400;\"> para o desenvolvimento desses agentes aut\u00f4nomos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Isso os torna poderosos, mas tamb\u00e9m introduz um novo risco quando o c\u00f3digo escapa da governan\u00e7a corporativa, o <\/span><b>Shadow Python<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">O Risco do &#8220;Shadow Python&#8221;<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">An\u00e1logo ao conceito de &#8220;Shadow IT&#8221;, o uso de softwares e plataformas n\u00e3o homologados pela TI, o &#8220;<\/span><b>Shadow Python<\/b><span style=\"font-weight: 400;\">&#8221; acontece quando desenvolvedores e \u00e1reas de neg\u00f3cio criam scripts, agentes e automa\u00e7\u00f5es em Python que operam &#8220;nas sombras&#8221;, fora do radar da governan\u00e7a corporativa.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Essas iniciativas, embora muitas vezes bem-intencionadas e \u00e1geis, nascem sem:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Controle de custos<\/b><span style=\"font-weight: 400;\">: N\u00e3o h\u00e1 visibilidade sobre os recursos computacionais consumidos.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Padr\u00f5es de seguran\u00e7a<\/b><span style=\"font-weight: 400;\">: As solu\u00e7\u00f5es podem conter vulnerabilidades ou manipular dados sens\u00edveis sem os devidos controles.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Rastreabilidade:<\/b><span style=\"font-weight: 400;\"> \u00c9 imposs\u00edvel auditar o que o agente fez, como tomou uma decis\u00e3o e qual foi o seu impacto.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Escalabilidade:<\/b><span style=\"font-weight: 400;\"> O que funciona na m\u00e1quina de um desenvolvedor raramente est\u00e1 pronto para rodar em um ambiente de produ\u00e7\u00e3o robusto e seguro.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Desconex\u00e3o com m\u00e9tricas de neg\u00f3cio:<\/b><span style=\"font-weight: 400;\"> automa\u00e7\u00f5es que existem, mas cujo impacto nunca foi mensurado. Nem custo, nem benef\u00edcio.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Projetos com <\/span><i><span style=\"font-weight: 400;\">Shadow Python<\/span><\/i><span style=\"font-weight: 400;\"> s\u00e3o fortes candidatos aos 40% de falhas previstos pela Gartner. Quando tentam escalar, os riscos explodem, os custos crescem, e o ROI continua invis\u00edvel.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">BotCity: Visibilidade do ROI com a Governan\u00e7a de Agentes<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A sa\u00edda n\u00e3o est\u00e1 em restringir a inova\u00e7\u00e3o, e sim fornecer um caminho seguro. Plataformas de governan\u00e7a de automa\u00e7\u00e3o como a da BotCity agem exatamente nesse desafio, transformando o &#8220;Shadow Python&#8221; em <\/span><b>inova\u00e7\u00e3o controlada e com ROI mensur\u00e1vel.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">A abordagem da BotCity ataca diretamente as causas do fracasso apontadas pela Gartner:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pipeline Seguro e Controlado:<\/b><span style=\"font-weight: 400;\"> Em vez de scripts rodando em ambientes desconhecidos, a BotCity oferece um pipeline de desenvolvimento (DevOps) estruturado. Os agentes s\u00e3o desenvolvidos, testados e implantados em ambientes isolados, garantindo que apenas c\u00f3digo validado chegue \u00e0 produ\u00e7\u00e3o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Visibilidade e Rastreabilidade Total:<\/b><span style=\"font-weight: 400;\"> A plataforma centraliza a execu\u00e7\u00e3o de todos os agentes. Dashboards permitem monitorar em tempo real o que est\u00e1 em execu\u00e7\u00e3o, o consumo de recursos e o hist\u00f3rico de cada decis\u00e3o e a\u00e7\u00e3o tomada. Isso elimina os pontos cegos e cria uma trilha de auditoria completa, essencial para a conformidade e seguran\u00e7a.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Foco na Produtividade Empresarial (e n\u00e3o apenas em tarefas):<\/b><span style=\"font-weight: 400;\"> Com a governan\u00e7a vem a capacidade de medir o impacto real no neg\u00f3cio. A plataforma da BotCity tem um m\u00f3dulo exclusivo dedicado a Insights das automa\u00e7\u00f5es, isso permite calcular o retorno sobre o investimento (ROI) de cada automa\u00e7\u00e3o.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">A <\/span><a href=\"https:\/\/www.botcity.dev\/br\/insights\"><span style=\"font-weight: 400;\">BotCity Insights<\/span><\/a><span style=\"font-weight: 400;\">, m\u00f3dulo da plataforma, transforma dados de execu\u00e7\u00e3o em indicadores estrat\u00e9gicos para CoEs e times de automa\u00e7\u00e3o. M\u00e9tricas como horas economizadas, volume de tarefas conclu\u00eddas, \u00edndice de falhas, consumo de recursos e impacto financeiro s\u00e3o rastreadas de forma cont\u00ednua.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Com isso, cada agente passa a operar com <\/span><b>transpar\u00eancia e responsabilidade t\u00e9cnica<\/b><span style=\"font-weight: 400;\">, facilitando desde decis\u00f5es de prioriza\u00e7\u00e3o at\u00e9 comprova\u00e7\u00e3o de ROI para a lideran\u00e7a. Em vez de estimativas vagas, a empresa passa a contar com dados concretos para sustentar suas iniciativas de agentic AI.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Decis\u00f5es Aut\u00f4nomas com Qualidade e Escala<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ao adotar uma plataforma de <\/span><a href=\"https:\/\/blog.botcity.dev\/pt-br\/2025\/04\/10\/agentic-ai\/\"><span style=\"font-weight: 400;\">governan\u00e7a centralizada<\/span><\/a><span style=\"font-weight: 400;\">, as empresas capacitam suas equipes a construir e escalar projetos de agentic AI de forma sustent\u00e1vel. O &#8220;Shadow Python&#8221; deixa de ser um risco e se torna uma fonte de inova\u00e7\u00e3o que \u00e9 nutrida e gerenciada dentro de um framework seguro.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A previs\u00e3o da Gartner n\u00e3o precisa ser uma senten\u00e7a. Para as organiza\u00e7\u00f5es que entenderem que a liberdade para inovar requer a seguran\u00e7a da governan\u00e7a, os agentic AI deixar\u00e1 de ser uma aposta de alto risco para se tornar um motor de efici\u00eancia, gerando decis\u00f5es aut\u00f4nomas em escala, com custo, qualidade e retorno sobre o investimento sob controle.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Se voc\u00ea identificou os riscos do &#8220;Shadow Python&#8221; ou busca uma forma de garantir o ROI e a governan\u00e7a dos seus projetos de automa\u00e7\u00e3o, a hora de agir \u00e9 agora.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/meetings.hubspot.com\/andreabotcity\/botcity-sales-global-calls?__hstc=76681098.b52276b0fbeef5addbc4f10d6a30cf41.1742819045236.1754410619218.1754416568649.89&amp;__hssc=76681098.1.1754416568649&amp;__hsfp=3983628213&amp;uuid=cf5b64ed-10ab-42b2-8f18-510d06c99a63\">Converse com o time de especialistas da BotCity<\/a> e descubra como nossa plataforma pode <\/span><b>transformar suas iniciativas de IA<\/b><span style=\"font-weight: 400;\"> em resultados concretos, seguros e escal\u00e1veis.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uma previs\u00e3o recente da Gartner acendeu um alerta no mercado de tecnologia: mais de 40% dos projetos de agentic AI ser\u00e3o cancelados at\u00e9 o final de 2027. Os motivos apontados s\u00e3o uma combina\u00e7\u00e3o perigosa de custos crescentes, valor de neg\u00f3cio incerto (ROI) e controles de risco insuficientes.\u00a0 Essa estat\u00edstica, no entanto, n\u00e3o freou o avan\u00e7o<\/p>\n","protected":false},"author":214060741,"featured_media":9786,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[773019],"tags":[],"class_list":["post-9784","post","type-post","status-publish","format-standard","has-post-thumbnail","category-nao-categorizado"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>40% dos Projetos de Agentic AI Ser\u00e3o Cancelados At\u00e9 2027<\/title>\n<meta name=\"description\" content=\"Descubra por que 40% dos projetos de agentic AI falham e como o &quot;Shadow Python&quot; impacta seu ROI. 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