{"id":1245673,"date":"2026-05-01T12:00:00","date_gmt":"2026-05-01T11:00:00","guid":{"rendered":"https:\/\/www.artefact.com\/pdf-newsletters\/2026-06-02t10-53-10-132z_re__\/"},"modified":"2026-07-01T06:38:09","modified_gmt":"2026-07-01T05:38:09","slug":"2026-06-02t10-53-10-132z_re__","status":"publish","type":"pdf-newsletters","link":"https:\/\/www.artefact.com\/br\/pdf-newsletters\/2026-06-02t10-53-10-132z_re__\/","title":{"rendered":"TRANSFORMANDO SUAS EMPRESAS COM A IA AGENTICA"},"content":{"rendered":"<p><strong>SEJA UMA EMPRESA NATIVA EM IA <\/strong><\/p>\n\n\n\n<p>Na edi\u00e7\u00e3o deste m\u00eas do nosso boletim informativo:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Da IA generativa \u00e0s empresas aut\u00f4nomas<\/li>\n\n\n<li>Por baixo da linha d\u2019\u00e1gua: as quatro camadas de uma empresa nativa de IA<\/li>\n\n\n<li>Prever, Agir, Otimizar: Transformando a medi\u00e7\u00e3o de marketing com a IA agentiva<\/li>\n\n\n<li>Transforma\u00e7\u00e3o por meio da IA agentiva no setor p\u00fablico<\/li>\n\n\n<li>Artefact na VivaTech 2026, de 17 a 20 de junho<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Da IA generativa \u00e0s empresas aut\u00f4nomas<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-01-600x370.webp\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-01-600x370.webp\" alt=\"From Generative AI to Autonomous Enterprises\" class=\"lazyload wp-image-1332943\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-18x12.webp 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-200x123.webp 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-300x185.webp 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-400x247.webp 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-600x370.webp 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-768x474.webp 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01-800x493.webp 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-01.webp 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.artefact.com\/br\/news\/interview-with-rahul-arya-in-qatar-tribune-from-generative-ai-to-autonomous-enterprises\/\" target=\"_blank\" rel=\"noreferrer noopener\">Leia a entrevista de Rahul Arya<\/a><\/div>\n<\/div>\n\n\n\n<p>Nos \u00faltimos dois anos, as discuss\u00f5es sobre IA empresarial se concentraram em copilotos passivos e chatbots projetados para auxiliar os humanos. Agora, uma grande mudan\u00e7a est\u00e1 ocorrendo em dire\u00e7\u00e3o \u00e0 <strong>\u201cempresa aut\u00f4noma,\u201d<\/strong> em que os sistemas de IA v\u00e3o al\u00e9m do aconselhamento e passam a tomar decis\u00f5es ativamente, coordenando fluxos de trabalho e executando a\u00e7\u00f5es entre sistemas.<\/p>\n\n\n\n<p>Viabilizado pela converg\u00eancia de IA generativa e sistemas ag\u00eanticos, <strong>essa autonomia j\u00e1 est\u00e1 transformando v\u00e1rios setores<\/strong>. As aplica\u00e7\u00f5es atuais variam desde a realiza\u00e7\u00e3o aut\u00f4noma de an\u00e1lises do mercado de varejo em minutos at\u00e9 a remarca\u00e7\u00e3o din\u00e2mica de viagens e o processamento automatizado de reclama\u00e7\u00f5es na \u00e1rea da sa\u00fade.<\/p>\n\n\n\n<p>No entanto, essa evolu\u00e7\u00e3o introduz uma <strong>desafio cr\u00edtico de lideran\u00e7a da governan\u00e7a.<\/strong> Os modelos tradicionais foram criados para a IA que recomenda, mas as empresas aut\u00f4nomas exigem estruturas robustas para a IA que age. Embora as tarefas repetitivas e de alto volume estejam sendo rapidamente automatizadas, as decis\u00f5es estrat\u00e9gicas e \u00e9ticas ainda exigem firmemente o julgamento humano. Em \u00faltima an\u00e1lise,<strong> A supervis\u00e3o humana deve evoluir da execu\u00e7\u00e3o direta para o controle de supervis\u00e3o,<\/strong> garantir um equil\u00edbrio cuidadoso entre autonomia, confian\u00e7a e responsabilidade da m\u00e1quina.<\/p>\n\n\n\n<p>A IA ag\u00eantica est\u00e1 avan\u00e7ando rapidamente, desde assistentes pessoais de compras at\u00e9 fluxos de trabalho empresariais totalmente integrados. Seu data, seus processos e sua tecnologia est\u00e3o prontos para essa mudan\u00e7a?<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Abaixo da linha d'\u00e1gua: As quatro camadas de uma empresa nativa de IA<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-02-600x370.jpg\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-02-600x370.jpg\" alt=\"Below the Waterline: The Four Layers of an AI-Native Company\" class=\"lazyload wp-image-1332944\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-18x12.jpg 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-200x123.jpg 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-300x185.jpg 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-400x247.jpg 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-600x370.jpg 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-768x473.jpg 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-800x493.jpg 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-1024x631.jpg 1024w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-1200x740.jpg 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-1536x947.jpg 1536w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-02-scaled.jpg 2560w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.artefact.com\/br\/blog\/below-the-waterline-the-four-layers-of-an-ai-native-company\/\" target=\"_blank\" rel=\"noreferrer noopener\">Leia o artigo<\/a><\/div>\n<\/div>\n\n\n\n<p>As press\u00f5es relacionadas \u00e0 plataforma de implanta\u00e7\u00e3o, aos custos e \u00e0 soberania est\u00e3o for\u00e7ando os atuais diretores de tecnologia (CTOs) a olhar al\u00e9m da superf\u00edcie das ferramentas vis\u00edveis de IA para construir organiza\u00e7\u00f5es verdadeiramente aut\u00f4nomas. H\u00e1 quatro camadas que os l\u00edderes devem conhecer ao elaborar uma estrat\u00e9gia de IA: 1 \u2013<strong> Defina uma Estrela do Norte ousada<\/strong>: Busque mudan\u00e7as radicais, como redu\u00e7\u00f5es de custo de 30% e processos mais r\u00e1pidos de 50%.:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li><strong>Liderar a partir do topo:<\/strong> A IA aut\u00eantica \u00e9 uma transforma\u00e7\u00e3o multifuncional, em n\u00edvel de CEO, que deve ser unificada em vez de fragmentada por departamento.<\/li>\n\n\n<li><strong>N\u00e3o automatize processos que n\u00e3o funcionam:<\/strong> Redesenhar completamente os fluxos de trabalho em vez de colocar agentes em camadas sobre os gargalos existentes.<\/li>\n\n\n<li><strong>Direcionar os casos de uso certos: <\/strong>Priorizar tarefas com complexidade de v\u00e1rios sistemas, coordena\u00e7\u00e3o repetida e padr\u00f5es previs\u00edveis.<\/li>\n\n\n<li><strong>Solidificar as bases: <\/strong>A IA ag\u00eantica eleva o n\u00edvel, exigindo data limpo, defini\u00e7\u00f5es claras e sistemas alinhados como pr\u00e9-requisitos rigorosos.<\/li>\n\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Prever, Agir, Otimizar: Transformando a medi\u00e7\u00e3o de marketing com a IA agentiva<\/h2>\n\n\n\n<p><strong>Prever, agir, otimizar: <\/strong><\/p>\n\n\n\n<p><strong>Transformando a medi\u00e7\u00e3o de marketing com IA ag\u00eantica<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-03-1-600x370.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-03-1-600x370.png\" alt=\"Predict, Act, Optimize: Transforming Marketing Measurement with Agentic AI\" class=\"lazyload wp-image-1332945\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-18x12.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-300x185.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-768x474.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-03-1.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Parte 1: Dominando o tri\u00e2ngulo dourado da medi\u00e7\u00e3o de marketing<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Parte 1: Dominando o tri\u00e2ngulo dourado da medi\u00e7\u00e3o de marketing<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-04-1-600x370.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-04-1-600x370.png\" alt=\"Mastering the Golden Triangle of Marketing Measurement\" class=\"lazyload wp-image-1332946\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-18x12.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-300x185.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-768x474.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-04-1.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>Sobre <strong>70% de CMOs <\/strong>lutam para ajustar dinamicamente seus or\u00e7amentos de marketing com base na efic\u00e1cia real. Uma estrutura mais unificada, a<strong> \u201cTri\u00e2ngulo Dourado\u201d<\/strong> <strong>do retorno sobre o investimento em marketing (MROI)<\/strong>, tornou-se a refer\u00eancia. Essa estrutura hol\u00edstica combina <strong>Modelagem do mix de marketing (MMM) <\/strong>para aloca\u00e7\u00e3o estrat\u00e9gica de or\u00e7amento, <strong>Teste de incrementalidade <\/strong>para provar o impacto causal de t\u00e1ticas espec\u00edficas, e avan\u00e7ou <strong>Atribui\u00e7\u00e3o <\/strong>para mapear as complexas jornadas dos clientes. O dom\u00ednio desses tr\u00eas pilares fundamentais permite que as marcas tenham sucesso em<strong> equilibrar a ativa\u00e7\u00e3o de curto prazo com a constru\u00e7\u00e3o de marca de longo prazo,<\/strong> demonstrado por sucessos reais de l\u00edderes do setor, como <strong>Accor <\/strong>e <strong>Nike<\/strong>. Embora seja fundamental estabelecer essa medi\u00e7\u00e3o b\u00e1sica, a manuten\u00e7\u00e3o tradicional exige um enorme esfor\u00e7o manual.<strong> O segundo artigo de nossa s\u00e9rie<\/strong> explorar\u00e1 como a IA ag\u00eantica est\u00e1 transformando essas estruturas em uma <strong>ecossistema de medi\u00e7\u00e3o aut\u00f4nomo e sempre ativo. <\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Parte 2: IA ag\u00eantica e o futuro da medi\u00e7\u00e3o sempre ativa<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-05-1-600x370.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-05-1-600x370.png\" alt=\"Agentic AI and the Future of Always-On Measurement\" class=\"lazyload wp-image-1332947\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-18x12.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-300x185.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-768x474.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-05-1.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>Com base no \u201c<strong>Tri\u00e2ngulo Dourado<\/strong>\u201c, este artigo explora a <strong>mudan\u00e7a de relat\u00f3rios epis\u00f3dicos para uma infraestrutura cont\u00ednua e sempre ativa.<\/strong> Historicamente, o imenso trabalho manual tem sido o gargalo para a manuten\u00e7\u00e3o desses modelos, mas isso est\u00e1 mudando rapidamente gra\u00e7as \u00e0 revolu\u00e7\u00e3o do c\u00f3digo aberto e \u00e0 IA agentiva. Enquanto ferramentas como o Meridian, do Google, democratizaram as medi\u00e7\u00f5es avan\u00e7adas, a IA agentiva traz uma autonomia sem precedentes. Os agentes de IA agora automatizam tarefas complexas data de forma integrada <strong>Modelos de Marketing Mix atualizados para insights quinzenais<\/strong>, projetando testes de incrementalidade rigorosos em <strong>horas em vez de semanas<\/strong>, e fornecendo aos CMOs <strong>recomenda\u00e7\u00f5es com base em modelos por meio de consultas em linguagem natural. <\/strong> \u00c0 medida que o setor avan\u00e7a em dire\u00e7\u00e3o a um<strong> ecossistema de orquestra\u00e7\u00e3o multiagente<\/strong>, Descubra como essa automa\u00e7\u00e3o n\u00e3o substitui os analistas, mas concentra o valor do <strong>conhecimento humano genu\u00edno e estrat\u00e9gia rigorosa e orientada por humanos.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Transforma\u00e7\u00e3o Agentic AI no setor p\u00fablico<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"358\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-06-1-600x358.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-06-1-600x358.png\" alt=\"Agentic AI Transformation in the Public Sector\" class=\"lazyload wp-image-1332948\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27358%27%20viewBox%3D%270%200%20600%20358%27%3E%3Crect%20width%3D%27600%27%20height%3D%27358%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1-18x12.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1-200x119.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1-300x179.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1-400x239.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1-600x358.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-06-1.png 754w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">Parte 1: As cinco batalhas governamentais que a IA ag\u00eanica pode ajudar a vencer<\/h3>\n\n\n\n<p>Diante de uma d\u00edvida p\u00fablica global de $102 trilh\u00f5es e das crescentes expectativas dos cidad\u00e3os, os l\u00edderes governamentais devem ir al\u00e9m dos algoritmos reativos e adotar a IA ag\u00eantica, cujos sistemas aut\u00f4nomos podem atuar como<strong> \u201cservidores p\u00fablicos digitais\u201d<\/strong> para executar fluxos de trabalho complexos e com v\u00e1rias etapas. A Agentic AI \u00e9 a for\u00e7a necess\u00e1ria para garantir a prosperidade em toda a <strong>cinco campos de batalha definidores: <\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li><strong>Finan\u00e7as p\u00fablicas: <\/strong>Tapar os vazamentos de receita e gerenciar a d\u00edvida com agentes aut\u00f4nomos de conformidade fiscal e vigilantes de compras.<\/li>\n\n\n<li><strong>Desenvolvimento econ\u00f4mico:<\/strong> Atrair capital global e impulsionar o crescimento inclusivo, orquestrando perfeitamente a subscri\u00e7\u00e3o de cr\u00e9dito para PMEs e combinando oportunidades de investimento estrangeiro direto.<\/li>\n\n\n<li><strong>Desenvolvimento humano e social:<\/strong> Elevar as sociedades por meio de caminhos proativos de sa\u00fade, tutores de aprendizagem personalizados e distribui\u00e7\u00e3o de bem-estar direcionada. <strong>4. Infraestrutura e servi\u00e7os ao cidad\u00e3o:<\/strong> Fornecimento de governan\u00e7a urbana inteligente com g\u00eameos digitais que despacham equipes de manuten\u00e7\u00e3o de forma preditiva para servi\u00e7os p\u00fablicos e estradas. <strong>5. Judici\u00e1rio, seguran\u00e7a e prote\u00e7\u00e3o:<\/strong> Defender a justi\u00e7a e proteger as fronteiras por meio da otimiza\u00e7\u00e3o da pauta dos tribunais e da aloca\u00e7\u00e3o din\u00e2mica das patrulhas de seguran\u00e7a p\u00fablica. Vencer essas cinco batalhas \u00e9 apenas o come\u00e7o: <strong>para dimensionar com sucesso a IA ag\u00eantica, garantir a ado\u00e7\u00e3o \u00e9 igualmente crucial.<\/strong><\/li>\n\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Parte 2: Um quadro de refer\u00eancia para a ado\u00e7\u00e3o de IA aut\u00f4noma no governo<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-07-1-600x370.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-07-1-600x370.png\" alt=\"A framework for agentic AI adoption in government\" class=\"lazyload wp-image-1332949\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27370%27%20viewBox%3D%270%200%20600%20370%27%3E%3Crect%20width%3D%27600%27%20height%3D%27370%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-18x12.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-300x185.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-768x474.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-07-1.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.artefact.com\/br\/blog\/agentic-ai-transformation-in-the-public-sector-how-governments-win-by-industrializing-agentic-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Leia o artigo<\/a><\/div>\n<\/div>\n\n\n\n<p>Para que a IA ag\u00eantica forne\u00e7a valor p\u00fablico com seguran\u00e7a, os governos devem investir pesadamente em data, infraestrutura e gerenciamento de mudan\u00e7as centrado no ser humano. Abaixo est\u00e1 uma estrutura de ado\u00e7\u00e3o que descreve os imperativos cr\u00edticos para escalar com sucesso a IA ag\u00eantica:<\/p>\n\n\n\n<p>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Identificar casos de uso de miss\u00e3o cr\u00edtica<\/strong>: Priorizar fluxos de trabalho de alto impacto com risco gerenci\u00e1vel, utilizando uma matriz de impacto\/viabilidade.<\/li>\n\n\n<li><strong>Garantir a prontid\u00e3o do data e do fluxo de trabalho<\/strong>: Digitalizar e mapear processos manuais de ponta a ponta. Implementar padr\u00f5es comuns data e lagos federados.<\/li>\n\n\n<li><strong>Pilotos com controle de lan\u00e7amento<\/strong>: Implantar pilotos limitados, com dura\u00e7\u00e3o de 90 dias. Manter uma supervis\u00e3o humana rigorosa no circuito para refinar os sistemas com seguran\u00e7a antes da expans\u00e3o.<\/li>\n\n\n<li><strong>Industrializar a governan\u00e7a:<\/strong> Estabelecer comit\u00eas de \u00e9tica independentes, realizar avalia\u00e7\u00f5es de impacto e alinhar-se com estruturas regulat\u00f3rias como a Lei de IA da UE.<\/li>\n\n\n<li><strong> Impulsionar o gerenciamento de mudan\u00e7as<\/strong>: Requalifica\u00e7\u00e3o de metas - 71% dos funcion\u00e1rios p\u00fablicos se sentem despreparados para a IA. Redesenhar os cargos em fun\u00e7\u00f5es h\u00edbridas em que os funcion\u00e1rios p\u00fablicos supervisionem os agentes de IA em vez de executar tarefas repetitivas.<\/li>\n\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"600\" height=\"137\" src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-08-1-600x137.png\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2026\/06\/may-news-08-1-600x137.png\" alt=\"A framework for agentic AI adoption in government\" class=\"lazyload wp-image-1332950\" style=\"width:600px\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27137%27%20viewBox%3D%270%200%20600%20137%27%3E%3Crect%20width%3D%27600%27%20height%3D%27137%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-18x4.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-200x46.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-300x68.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-400x91.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-600x137.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-768x175.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-800x182.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-1024x233.png 1024w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-1200x273.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-1536x350.png 1536w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/may-news-08-1-scaled.png 2560w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>Estamos muito entusiasmados em anunciar nossa participa\u00e7\u00e3o na VivaTech pelo quarto ano consecutivo, o principal evento europeu para l\u00edderes em IA, tecnologia e neg\u00f3cios. Com mais de 180.000 participantes esperados de 174 pa\u00edses, este evento \u00e9 o principal centro de inova\u00e7\u00e3o e de suas aplica\u00e7\u00f5es empresariais concretas. Como esta edi\u00e7\u00e3o celebra os 10 anos da VivaTech, a Artefact reafirma sua posi\u00e7\u00e3o como parceira tecnol\u00f3gica de ponta e l\u00edder europeia dedicada a acelerar a ado\u00e7\u00e3o da Data e da IA.<\/p>\n\n\n\n<p><strong>Encontre-nos no estande 2H09, sal\u00e3o 7.2 | Paris Expo, Porte de Versailles<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Encontre-nos no estande 2H09, sal\u00e3o 7.2 | Paris Expo, Porte de Versailles<\/h2>\n\n\n\n<p>ESTRAT\u00c9GIA E TRANSFORMA\u00c7\u00c3O DE DADOS\/IA | DADOS\/IA PARA O CLIENTE | DADOS\/IA PARA OPERA\u00c7\u00d5ES | DADOS\/IA PARA FUN\u00c7\u00d5ES DE APOIO | TECNOLOGIAS DE TI E IA<\/p>","protected":false},"featured_media":1228160,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"pdf-mail-category":[848695],"class_list":["post-1245673","pdf-newsletters","type-pdf-newsletters","status-publish","has-post-thumbnail","hentry","pdf-mail-category-data-ai-digest"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/pdf-newsletters\/1245673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/pdf-newsletters"}],"about":[{"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/types\/pdf-newsletters"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/media\/1228160"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/media?parent=1245673"}],"wp:term":[{"taxonomy":"pdf-mail-category","embeddable":true,"href":"https:\/\/www.artefact.com\/br\/wp-json\/wp\/v2\/pdf-mail-category?post=1245673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}