{"id":8039,"date":"2026-04-16T14:29:52","date_gmt":"2026-04-16T17:29:52","guid":{"rendered":"https:\/\/politiciando.com.br\/?p=8039"},"modified":"2026-04-16T14:29:54","modified_gmt":"2026-04-16T17:29:54","slug":"gemeos-digitais-avancam-no-brasil-e-ja-reduzem-custos-e-tempo-em-hospitais-e-industrias-afirma-especialista-do-ieee","status":"publish","type":"post","link":"https:\/\/politiciando.com.br\/?p=8039","title":{"rendered":"G\u00eameos digitais avan\u00e7am no Brasil e j\u00e1 reduzem custos e tempo em hospitais e ind\u00fastrias, afirma especialista do IEEE"},"content":{"rendered":"\n<script type=\"text\/javascript\">\nvar rnd = window.rnd || Math.floor(Math.random()*10e6);\nvar pid1063088 = window.pid1063088 || rnd;\nvar plc1063088 = window.plc1063088 || 0;\nvar abkw = window.abkw || '';\nvar absrc = 'https:\/\/servedby.metrike.com.br\/adserve\/;ID=181570;size=728x90;setID=1063088;type=js;sw='+screen.width+';sh='+screen.height+';spr='+window.devicePixelRatio+';kw='+abkw+';pid='+pid1063088+';place='+(plc1063088++)+';rnd='+rnd+'';\ndocument.write('<scr'+'ipt src=\"'+absrc+'\" type=\"text\/javascript\"><\/scr'+'ipt>');\n<\/script>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/politiciando.com.br\/wp-content\/uploads\/2026\/04\/Cristiane-Pimentel-IEEE2-768x1024.jpg\" alt=\"\" class=\"wp-image-8040\" srcset=\"https:\/\/politiciando.com.br\/wp-content\/uploads\/2026\/04\/Cristiane-Pimentel-IEEE2-768x1024.jpg 768w, https:\/\/politiciando.com.br\/wp-content\/uploads\/2026\/04\/Cristiane-Pimentel-IEEE2-225x300.jpg 225w, https:\/\/politiciando.com.br\/wp-content\/uploads\/2026\/04\/Cristiane-Pimentel-IEEE2.jpg 960w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<p><em>Aplica\u00e7\u00f5es pr\u00e1ticas da tecnologia mostram ganhos de efici\u00eancia de at\u00e9 58% e apontam nova fase com integra\u00e7\u00e3o de IA e foco em log\u00edstica<\/em><\/p>\n\n\n\n<p>Os g\u00eameos digitais \u2014 r\u00e9plicas virtuais de ambientes f\u00edsicos capazes de simular cen\u00e1rios e antecipar decis\u00f5es \u2014 come\u00e7am a ganhar escala no Brasil, com aplica\u00e7\u00f5es concretas tanto na sa\u00fade quanto na ind\u00fastria. O tema est\u00e1 no centro das discuss\u00f5es do IEEE (Instituto de Engenheiros Eletricistas e Eletr\u00f4nicos), maior organiza\u00e7\u00e3o profissional t\u00e9cnica do mundo dedicada ao avan\u00e7o da tecnologia em benef\u00edcio da humanidade. Mais do que uma promessa da transforma\u00e7\u00e3o digital, os g\u00eameos digitais j\u00e1 apresentam resultados mensur\u00e1veis: em um hospital p\u00fablico, por exemplo, foi poss\u00edvel reduzir em at\u00e9 58% o tempo de entrega de exames laboratoriais, al\u00e9m de gerar uma economia anual superior a R$ 300 mil.<\/p>\n\n\n\n<p>\u201cAo criar uma representa\u00e7\u00e3o virtual completa de um ambiente real, conseguimos testar cen\u00e1rios e antecipar decis\u00f5es antes que elas aconte\u00e7am. Isso muda completamente a l\u00f3gica da gest\u00e3o, porque reduz incertezas e melhora a efici\u00eancia operacional\u201d, afirma Cristiane Pimentel,&nbsp;engenheira formada pela Universidade Federal de Campina Grande (UFCG), membro s\u00eanior do IEEE e professora da Universidade Federal do Rec\u00f4ncavo da Bahia (UFRB).<\/p>\n\n\n\n<p><strong>Tecnologia sai do piloto e entrega ganho real em sa\u00fade<\/strong><\/p>\n\n\n\n<p>Na \u00e1rea da sa\u00fade, os primeiros projetos v\u00eam demonstrando como a tecnologia pode impactar diretamente a qualidade do atendimento. Estudos aplicados permitiram redesenhar fluxos operacionais cr\u00edticos, como coleta e an\u00e1lise de exames, movimenta\u00e7\u00e3o de pacientes e distribui\u00e7\u00e3o de medicamentos. Os ganhos v\u00e3o al\u00e9m da efici\u00eancia operacional. A redu\u00e7\u00e3o no tempo de exames tem impacto direto em situa\u00e7\u00f5es sens\u00edveis, como partos e atendimentos de urg\u00eancia, aumentando a seguran\u00e7a do paciente e reduzindo riscos cl\u00ednicos.<\/p>\n\n\n\n<p>\u201cQuando falamos de sa\u00fade, n\u00e3o estamos falando apenas de efici\u00eancia, mas de vidas. Reduzir o tempo de um exame pode significar decis\u00f5es mais r\u00e1pidas e maior seguran\u00e7a para pacientes em situa\u00e7\u00f5es cr\u00edticas\u201d, destaca Cristiane.<\/p>\n\n\n\n<p>Outras melhorias incluem a reorganiza\u00e7\u00e3o da log\u00edstica interna hospitalar, com redu\u00e7\u00e3o de filas, melhor uso de equipes e implanta\u00e7\u00e3o de farm\u00e1cias sat\u00e9lites para atendimento mais \u00e1gil em casos cr\u00edticos.<\/p>\n\n\n\n<p><strong>Ind\u00fastria avan\u00e7a e leva g\u00eameos digitais da f\u00e1brica \u00e0 log\u00edstica<\/strong><\/p>\n\n\n\n<p>No setor industrial, os g\u00eameos digitais avan\u00e7am para n\u00edveis mais sofisticados, com integra\u00e7\u00e3o de sensores e dados em tempo real. Um dos destaques \u00e9 o uso de \u201clearning factories\u201d, que permitem simular mudan\u00e7as em escala reduzida antes da implementa\u00e7\u00e3o no ambiente real. A tecnologia tamb\u00e9m come\u00e7a a migrar do ambiente interno para a log\u00edstica e a gest\u00e3o de cadeias de suprimento, com uso crescente na simula\u00e7\u00e3o de rotas, previs\u00e3o de riscos e otimiza\u00e7\u00e3o da distribui\u00e7\u00e3o em cen\u00e1rios de instabilidade global. Nesse movimento, ganha for\u00e7a a integra\u00e7\u00e3o com intelig\u00eancia artificial, conectividade avan\u00e7ada e sistemas de dados em tempo real.<\/p>\n\n\n\n<p><strong>IA amplia capacidade de decis\u00e3o, mas mant\u00e9m humano no comando<\/strong><\/p>\n\n\n\n<p>A evolu\u00e7\u00e3o dos g\u00eameos digitais est\u00e1 diretamente ligada ao uso de intelig\u00eancia artificial. Nos est\u00e1gios mais avan\u00e7ados, a IA atua como camada de interpreta\u00e7\u00e3o dos dados, permitindo an\u00e1lises preditivas e, em alguns casos, decis\u00f5es automatizadas. \u201cNa fase mais avan\u00e7ada, a intelig\u00eancia artificial passa a interpretar os dados e apoiar a tomada de decis\u00e3o. Mas, especialmente na sa\u00fade, ela amplia a capacidade de an\u00e1lise\u201d, afirma Cristiane.<\/p>\n\n\n\n<p><strong>Custo, dados e forma\u00e7\u00e3o ainda travam escala no pa\u00eds<\/strong><\/p>\n\n\n\n<p>Apesar dos avan\u00e7os, a ado\u00e7\u00e3o da tecnologia no Brasil ainda enfrenta obst\u00e1culos relevantes, como o alto custo de implementa\u00e7\u00e3o, a necessidade de infraestrutura adequada e a baixa qualidade ou confiabilidade dos dados dispon\u00edveis em muitas organiza\u00e7\u00f5es. H\u00e1 tamb\u00e9m desafios relacionados \u00e0 forma\u00e7\u00e3o de profissionais multidisciplinares, capazes de integrar conhecimento t\u00e9cnico, vis\u00e3o de processos e entendimento do setor de aplica\u00e7\u00e3o. No campo regulat\u00f3rio, especialistas apontam lacunas importantes, especialmente no que diz respeito \u00e0 prote\u00e7\u00e3o de dados sens\u00edveis e ao uso de intelig\u00eancia artificial em ambientes cr\u00edticos.<\/p>\n\n\n\n<p>Para o IEEE, o avan\u00e7o dos g\u00eameos digitais indica uma mudan\u00e7a estrutural na forma como organiza\u00e7\u00f5es planejam e operam, com potencial de gerar ganhos de efici\u00eancia, sustentabilidade e qualidade em diversos setores.<\/p>\n\n\n\n<p><strong>Sobre o IEEE<\/strong><\/p>\n\n\n\n<p>IEEE \u00e9 a maior organiza\u00e7\u00e3o profissional t\u00e9cnica do mundo e uma institui\u00e7\u00e3o beneficente p\u00fablica dedicada ao avan\u00e7o da tecnologia em benef\u00edcio da humanidade. Com suas publica\u00e7\u00f5es altamente citadas, confer\u00eancias, padr\u00f5es tecnol\u00f3gicos e atividades profissionais e educacionais, o IEEE \u00e9 uma voz confi\u00e1vel em uma ampla gama de \u00e1reas, que v\u00e3o desde sistemas aeroespaciais, computadores e telecomunica\u00e7\u00f5es at\u00e9 engenharia biom\u00e9dica, energia el\u00e9trica e eletr\u00f4nicos de consumo. Saiba mais em&nbsp;<a href=\"https:\/\/www.ieee.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ieee.org<\/a>.<\/p>\n\n\n\n<script type=\"text\/javascript\">\nvar rnd = window.rnd || Math.floor(Math.random()*10e6);\nvar pid1063088 = window.pid1063088 || rnd;\nvar plc1063088 = window.plc1063088 || 0;\nvar abkw = window.abkw || '';\nvar absrc = 'https:\/\/servedby.metrike.com.br\/adserve\/;ID=181570;size=728x90;setID=1063088;type=js;sw='+screen.width+';sh='+screen.height+';spr='+window.devicePixelRatio+';kw='+abkw+';pid='+pid1063088+';place='+(plc1063088++)+';rnd='+rnd+'';\ndocument.write('<scr'+'ipt src=\"'+absrc+'\" type=\"text\/javascript\"><\/scr'+'ipt>');\n<\/script>\n\n\n\n<script type=\"text\/javascript\">\nvar rnd = window.rnd || Math.floor(Math.random()*10e6);\nvar pid1063088 = window.pid1063088 || rnd;\nvar plc1063088 = window.plc1063088 || 0;\nvar abkw = window.abkw || '';\nvar absrc = 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