{"id":42476,"date":"2026-11-11T00:00:00","date_gmt":"2026-11-11T00:00:00","guid":{"rendered":"https:\/\/angelboss.com.br\/2026\/11\/11\/340639-empresas-brasileiras-industrializam-programas-de-ia-generativa\/"},"modified":"2026-11-11T00:00:00","modified_gmt":"2026-11-11T00:00:00","slug":"340639-empresas-brasileiras-industrializam-programas-de-ia-generativa","status":"publish","type":"post","link":"http:\/\/angelboss.com.br\/en\/2026\/11\/11\/340639-empresas-brasileiras-industrializam-programas-de-ia-generativa\/","title":{"rendered":"Empresas brasileiras industrializam programas de IA generativa"},"content":{"rendered":"<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nOrganiza\u00e7\u00f5es no Brasil est\u00e3o ampliando o uso de IA generativa em suas opera\u00e7\u00f5es consolidadas para aumentar a produtividade, gerenciar custos e apoiar a tomada de decis\u00f5es, segundo um novo relat\u00f3rio de pesquisa publicado hoje pelo Information Services Group (<a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.isg-one.com%2F&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=ISG&amp;index=1&amp;md5=ee23f42cfe55fb395245dfc509081387\" shape=\"rect\" target=\"_blank\">ISG<\/a>) (Nasdaq: <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.nasdaq.com%2Fmarket-activity%2Fstocks%2Fiii&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=III&amp;index=2&amp;md5=21e2a523d73be37ff3a0bb008a6c6e19\" shape=\"rect\" target=\"_blank\">III<\/a>), uma empresa global de pesquisa e consultoria em tecnologia, focada em IA.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nO relat\u00f3rio ISG Provider Lens<sup>\u00ae<\/sup> Generative AI Services 2026 para o Brasil aponta que o mercado est\u00e1 caminhando para a industrializa\u00e7\u00e3o da IA \u200b\u200bgenerativa, &agrave; medida que as empresas substituem iniciativas isoladas por implementa\u00e7\u00f5es que permitem o desenvolvimento, a integra\u00e7\u00e3o, o monitoramento e a melhoria cont\u00ednuos. Modelos adaptados &agrave; l\u00edngua portuguesa e ao contexto nacional brasileiro est\u00e3o ampliando a aplicabilidade e a precis\u00e3o das solu\u00e7\u00f5es de IA no pa\u00eds.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n\u201cAs empresas no Brasil est\u00e3o estabelecendo expectativas mais claras para programas de IA generativa\u201d, afirmou Steve Hall, chief AI officer da ISG. \u201cElas est\u00e3o vinculando investimentos a resultados mensur\u00e1veis, ao mesmo tempo em que preparam seus dados, tecnologia e equipes para uma utiliza\u00e7\u00e3o ainda mais ampla, tanto da IA \u200b\u200bgenerativa quanto da IA \u200b\u200bbaseada em agentes.\u201d<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nAs empresas est\u00e3o substituindo m\u00e9tricas de acesso e implementa\u00e7\u00e3o de IA por indicadores vinculados aos KPIs do neg\u00f3cio, mostrando-se menos dispostas a financiar projetos de prova de conceito que n\u00e3o apresentem retornos comprovados. Em vez de substituir seus sistemas centrais, as organiza\u00e7\u00f5es est\u00e3o integrando a IA generativa aos fluxos de trabalho j\u00e1 estabelecidos, avaliando os resultados por meio de redu\u00e7\u00e3o de custos, tempo de execu\u00e7\u00e3o, qualidade, crescimento da receita e experi\u00eancia do cliente. \u00c0 medida que as aplica\u00e7\u00f5es de GenAI entram em produ\u00e7\u00e3o e o consumo de tokens aumenta, as empresas passam a controlar os custos por meio de pr\u00e1ticas de opera\u00e7\u00f5es de LLM (LLMOps), monitorando o uso, o desempenho e a qualidade, ao mesmo tempo em que otimizam a sele\u00e7\u00e3o de modelos e estabelecem limites.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nA expans\u00e3o cont\u00ednua do mercado de IA no Brasil depender\u00e1 da capacidade computacional, da conectividade e de ambientes em nuvem. A qualidade, a disponibilidade e a acessibilidade dos dados continuam sendo obst\u00e1culos comuns para a gera\u00e7\u00e3o de valor em larga escala. As empresas est\u00e3o modernizando suas bases tecnol\u00f3gicas por meio da migra\u00e7\u00e3o para a nuvem, infraestruturas equipadas com GPUs e plataformas de dados centralizadas. Isso pode incluir data lakes, data warehouses e bancos de dados vetoriais que suportam modelos de linguagem de grande porte (LLMs) e gera\u00e7\u00e3o aumentada por recupera\u00e7\u00e3o.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nEspera-se que a ado\u00e7\u00e3o de agentes de IA no Brasil comece com casos de uso que envolvam tarefas repetitivas com resultados mensur\u00e1veis. Enquanto organiza\u00e7\u00f5es altamente regulamentadas implementar\u00e3o agentes especializados em ambientes controlados, empresas de m\u00e9dio porte provavelmente recorrer\u00e3o a servi\u00e7os gerenciados. Lacunas de compet\u00eancias dos colaboradores, desafios de treinamento e resist\u00eancia por parte de lideran\u00e7as podem desacelerar a ado\u00e7\u00e3o de IA baseada em agentes, aponta a ISG.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n\u201cO mercado de IA no Brasil exige solu\u00e7\u00f5es que reflitam o idioma local, as necessidades de neg\u00f3cios e as condi\u00e7\u00f5es operacionais\u201d, afirmou Adriana Frantz, autora principal do relat\u00f3rio. \u201cAs empresas que combinam bases de dados s\u00f3lidas com uma prepara\u00e7\u00e3o eficaz da for\u00e7a de trabalho estar\u00e3o mais bem posicionadas para gerar valor.\u201d<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nO relat\u00f3rio tamb\u00e9m explora outras tend\u00eancias relacionadas &agrave; IA no Brasil, incluindo a crescente demanda por fornecedores que simplifiquem a ado\u00e7\u00e3o e o uso cada vez maior de componentes reutiliz\u00e1veis.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nPara mais insights sobre os desafios relacionados &agrave; GenAI enfrentados pelas empresas no Brasil, bem como as orienta\u00e7\u00f5es da ISG para super\u00e1-los, confira o relat\u00f3rio ISG Provider Lens Focal Points <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fei.isg-one.com%2FResearch%2F_MarketingPage%3FdashboardID%3D201a11ca-c115-4a33-a9f7-941eceefbbd1%26documentId%3DjNusQ0ByNC&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=aqui&amp;index=3&amp;md5=588524232e8f3c0b5159e793e8236f34\" shape=\"rect\" target=\"_blank\">aqui<\/a>.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nO relat\u00f3rio avalia as capacidades de 47 fornecedores em quatro quadrantes: Strategy and Consulting Services \u2014 Large Providers, Strategy and Consulting Services \u2014 Midsize Providers, Development and Deployment Services \u2014 Large Providers e Development and Deployment Services \u2014 Midsize Providers.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nO relat\u00f3rio aponta A3Data, Accenture, AI\/R, BRQ, CI&amp;T, Dedalus, Falconi, IBM, \u00cdlia, MadeinWeb, NTT DATA, Peers, Stefanini, TIVIT, Valcann e Xertica.ai como l\u00edderes em dois quadrantes cada. Indica Deal, Deloitte e T-Systems como l\u00edderes em um quadrante cada.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nAl\u00e9m disso, a Capgemini e a Skopia s\u00e3o reconhecidas como Rising Stars \u2014 empresas com um \u201cportf\u00f3lio promissor\u201d e \u201calto potencial futuro\u201d, segundo a defini\u00e7\u00e3o do ISG \u2014 em dois quadrantes cada.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nVers\u00f5es personalizadas do relat\u00f3rio est\u00e3o dispon\u00edveis em <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fconteudo.a3data.com.br%2Fisg-provider-lens-a3data-2026&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=A3Data&amp;index=4&amp;md5=53b2a289c68441aaf3eb6734af422345\" shape=\"rect\" target=\"_blank\">A3Data<\/a>, <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.brq.com%2Fpremio-isg-ai-2026&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=BRQ&amp;index=5&amp;md5=fc585253fa4abd86a1b770acfd60dc4a\" shape=\"rect\" target=\"_blank\">BRQ<\/a>, <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Filia.digital%2Fleader-isg%2F%3Futm_source%3Dpressrelease%26utm_medium%3Darticle%26utm_campaign%3D261026-campanha-isg-gen-ai-release&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=%26%23205%3Blia&amp;index=6&amp;md5=ee76300392e98a7bc2579acc38c6ed99\" shape=\"rect\" target=\"_blank\">\u00cdlia<\/a> e <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fmadeinweb.com.br%2Fisg-generative-ai-2026&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=MadeinWeb&amp;index=7&amp;md5=52ffeadff5b54fd4912ff52efbf5461e\" shape=\"rect\" target=\"_blank\">MadeinWeb<\/a>.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nO relat\u00f3rio ISG Provider Lens Generative AI Services 2026 para o Brasil est\u00e1 dispon\u00edvel para assinantes ou para compra \u00fanica nesta <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fei.isg-one.com%2FResearch%2F_MarketingPage%3FdashboardID%3D201a11ca-c115-4a33-a9f7-941eceefbbd1%26documentId%3DSXl0L0gN4W&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=p%26aacute%3Bgina&amp;index=8&amp;md5=7ae94f207b4ab1a7e3f1537c54e145eb\" shape=\"rect\" target=\"_blank\">p\u00e1gina<\/a>.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\"><b>Sobre a ISG<\/b><\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\nA <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.isg-one.com%2F&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=ISG&amp;index=9&amp;md5=aec18e1080c9dfb8a6afbe62d50eca8f\" shape=\"rect\" target=\"_blank\">ISG<\/a> (Nasdaq: <a rel=\"follow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.nasdaq.com%2Fmarket-activity%2Fstocks%2Fiii&amp;esheet=54639352&amp;newsitemid=20261111969883&amp;lan=pt-BR&amp;anchor=III&amp;index=10&amp;md5=c88a38956eae294ae95482d0135bd3a6\" shape=\"rect\" target=\"_blank\">III<\/a>) \u00e9 uma empresa global de pesquisa e consultoria em tecnologia, com foco em IA. Parceira de confian\u00e7a de mais de 900 clientes, incluindo 75 das 100 maiores empresas do mundo, a ISG \u00e9 l\u00edder de longa data em tecnologia e servi\u00e7os empresariais, estando agora na vanguarda da utiliza\u00e7\u00e3o da IA para ajudar as organiza\u00e7\u00f5es a alcan\u00e7ar a excel\u00eancia operacional e um crescimento mais acelerado. A empresa, fundada em 2006, \u00e9 conhecida por seus dados e pesquisas de mercado propriet\u00e1rios, conhecimento profundo e governan\u00e7a dos ecossistemas de fornecedores, e pela experi\u00eancia de seus 1.500 profissionais em todo o mundo, que trabalham juntos para ajudar os clientes a maximizar o valor de seus investimentos em tecnologia.<\/p>\n<p xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20261111969883r1&amp;sid=brdno&amp;distro=ftp\"><span class=\"bwct31415\"><\/span><\/p>\n<p id=\"mmgallerylink\" xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\"><span id=\"mmgallerylink-phrase\">Ver a vers\u00e3o original em businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20261111969883\/pt\/\" rel=\"follow\" target=\"_blank\">https:\/\/www.businesswire.com\/news\/home\/20261111969883\/pt\/<\/a><\/span><\/p>\n<p><b>Contato:<\/b><\/p>\n<p><b>Press Contacts:<\/b><\/p>\n<p>\nLaura Hupprich, ISG\n<\/p>\n<p>+1 203-517-3132\n<\/p>\n<p><a rel=\"follow\" href=\"mailto:laura.hupprich@isg-one.com\" shape=\"rect\">laura.hupprich@isg-one.com<\/a><\/p>\n<p>\nTh\u00e1bata Mondoni, Mondoni Press para ISG\n<\/p>\n<p>Contato: +55 11 98671 5652\n<\/p>\n<p><a rel=\"follow\" href=\"mailto:thabata@mondonipress.com.br\" shape=\"rect\">thabata@mondonipress.com.br<\/a><\/p>\n<p><strong>Fonte: <\/strong><a href='http:\/\/www.businesswire.com\/portal\/site\/home\/' target='_blank'>BUSINESS WIRE<\/a><img src='https:\/\/api.dino.com.br\/v2\/news\/tr\/340639?partnerId=4593' alt=\"\" style=\"border:0px;width:1px;height:1px;\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Organiza\u00e7\u00f5es direcionam investimentos para bases de dados mais s\u00f3lidas, infraestrutura de GPU e valor mensur\u00e1vel, aponta relat\u00f3rio ISG Provider Lens\u00ae<\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"page_builder":"","footnotes":""},"categories":[315],"tags":[324,351,323],"class_list":["post-42476","post","type-post","status-publish","format-standard","category-noticias-corporativas-dino","tag-negocios","tag-sociedade","tag-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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