{"id":6255,"date":"2019-02-19T09:34:23","date_gmt":"2019-02-19T08:34:23","guid":{"rendered":"http:\/\/biblus.accasoftware.com\/ptb\/?p=6255"},"modified":"2025-10-10T14:37:46","modified_gmt":"2025-10-10T12:37:46","slug":"inteligencia-artificial-as-solucoes-aplicaveis-ao-setor-da-construcao","status":"publish","type":"post","link":"https:\/\/biblus.accasoftware.com\/ptb\/inteligencia-artificial-as-solucoes-aplicaveis-ao-setor-da-construcao\/","title":{"rendered":"Intelig\u00eancia artificial: as solu\u00e7\u00f5es aplic\u00e1veis ao setor da constru\u00e7\u00e3o"},"content":{"rendered":"<p class=\"sommario\">Intelig\u00eancia artificial: o setor da constru\u00e7\u00e3o ficou para tr\u00e1s na ado\u00e7\u00e3o de solu\u00e7\u00f5es de intelig\u00eancia artificial (IA). Quais as solu\u00e7\u00f5es para superar essa lacuna?<\/p>\n<p><!--more--><\/p>\n<p>A an\u00e1lise recente de <i>M<\/i><em>cKinsey<\/em>, uma das principais empresas de consultoria nos Estados Unidos, mostra quais podem ser as alternativas a serem implementadas para superar a lacuna no uso de novas tecnologias. Em particular, essa an\u00e1lise destaca o uso da intelig\u00eancia artificial para conseguir aumentar a produtividade de todo o setor da constru\u00e7\u00e3o.<\/p>\n<p>Esse setor, na verdade, fatura globalmente mais de 10 bilh\u00f5es de d\u00f3lares por ano (dados <i>M<\/i><em>cKinsey<\/em>). Apesar dos seus clientes serem cada vez mais sofisticados, continua a ser pouco desenvolvido do ponto de vista tecnol\u00f3gico.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4526 lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" data-src=\"https:\/\/biblus.accasoftware.com\/ptb\/wp-content\/uploads\/sites\/5\/2019\/02\/Intelig\u00eancia_artificial.jpg\" alt=\"Intelig\u00eancia_artificial\" width=\"700\" height=\"647\" \/><noscript><img decoding=\"async\" class=\"aligncenter size-full wp-image-4526 lazyload\" src=\"https:\/\/biblus.accasoftware.com\/ptb\/wp-content\/uploads\/sites\/5\/2019\/02\/Intelig\u00eancia_artificial.jpg\" alt=\"Intelig\u00eancia_artificial\" width=\"700\" height=\"647\" \/><\/noscript><\/p>\n<p>A an\u00e1lise da McKinsey real\u00e7ou a presen\u00e7a de in\u00fameras tecnologias que poderiam aumentar os n\u00edveis de produtividade dos edif\u00edcios, especialmente atrav\u00e9s da ado\u00e7\u00e3o de solu\u00e7\u00f5es baseadas na intelig\u00eancia artificial (IA).<\/p>\n<p>Essas tecnologias poderiam ajudar as empresas, obviamente a partir das maiores, a enfrentar alguns dos principais desafios, como a<strong> redu\u00e7\u00e3o de custos<\/strong> e de atrasos na conclus\u00e3o dos projetos e o <strong>controle de riscos de seguran\u00e7a<\/strong>.<\/p>\n<p>\u00c9 importante considerar que, no curto prazo, o impacto dessas tecnologias ser\u00e1 muito pequeno, se n\u00e3o totalmente ausente, pois existem poucas empresas capazes de investir nessas ferramentas avan\u00e7adas. No entanto, a mudan\u00e7a \u00e9 inevit\u00e1vel e ser\u00e1 impulsionada por clientes e outros atores interessados (empresas de software, arquitetos, construtoras, prestadores de servi\u00e7os).<\/p>\n<p>A demanda dos clientes e das partes interessadas ser\u00e1 acompanhada pelo aumento cont\u00ednuo da capacidade de criar solu\u00e7\u00f5es com a intelig\u00eancia artificial em novos setores e segmentos do mercado. Isso deveria levar gradualmente as empresas da ind\u00fastria da constru\u00e7\u00e3o a enfrentar essa quest\u00e3o para <strong>n\u00e3o correr o risco de ficar para tr\u00e1s<\/strong> em compara\u00e7\u00e3o com a concorr\u00eancia.<\/p>\n<p>Ent\u00e3o, quais s\u00e3o os pr\u00f3ximos passos na evolu\u00e7\u00e3o do setor da constru\u00e7\u00e3o? Para responder, \u00e9 necess\u00e1rio considerar tr\u00eas tipos de fatores:<\/p>\n<ol>\n<li>campos de aplica\u00e7\u00e3o, na ind\u00fastria da constru\u00e7\u00e3o, em que a intelig\u00eancia artificial j\u00e1 come\u00e7ou a ser adotada;<\/li>\n<li>aplica\u00e7\u00f5es e casos de utiliza\u00e7\u00e3o da IA que j\u00e1 tiveram um impacto em outros setores e poderiam ser aplicados ao setor da constru\u00e7\u00e3o;<\/li>\n<li>outros algoritmos e sistemas de <em>machine learning<\/em> (aprendizagem de m\u00e1quina) que poderiam ser \u00fateis para o setor.<\/li>\n<\/ol>\n<p>Na ind\u00fastria da constru\u00e7\u00e3o existem, atualmente, casos de uso de intelig\u00eancia artificial, prevalentemente recentes, se bem uma s\u00e9rie de startups inovadoras tenha come\u00e7ado a ser conhecida gra\u00e7as ao seu foco nesse campo. Temos, portanto, alguns exemplos de uso que as empresas podem come\u00e7ar a avaliar:<\/p>\n<ul>\n<li>software de desenho que analisa milh\u00f5es de alternativas de desenvolvimento de projetos e contribui \u00e0 melhoria cont\u00ednua do planejamento;<\/li>\n<li>sistemas de reconhecimento e classifica\u00e7\u00e3o de imagens que podem avaliar fotos e v\u00eddeos coletados nos canteiros de obras, bem como identificar comportamentos impr\u00f3prios ou perigosos, a fim de ajudar a conceber cursos de seguran\u00e7a;<\/li>\n<li>plataformas de an\u00e1lise avan\u00e7ada que agregam e analisam os dados coletados por sensores para reduzir custos, impedir que o trabalho seja interrompido e programar a manuten\u00e7\u00e3o.<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4527 lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" data-src=\"https:\/\/biblus.accasoftware.com\/ptb\/wp-content\/uploads\/sites\/5\/2019\/02\/ia-no-canteiro-de-obras.jpg\" alt=\"ia-no canteiro de obras\" width=\"700\" height=\"430\" \/><noscript><img decoding=\"async\" class=\"aligncenter size-full wp-image-4527 lazyload\" src=\"https:\/\/biblus.accasoftware.com\/ptb\/wp-content\/uploads\/sites\/5\/2019\/02\/ia-no-canteiro-de-obras.jpg\" alt=\"ia-no canteiro de obras\" width=\"700\" height=\"430\" \/><\/noscript><\/p>\n<p>Os algoritmos de intelig\u00eancia artificial necessitam, por natureza, de aprender a partir de grandes quantidades de dados acumulados. Isso resulta na cria\u00e7\u00e3o de economias de escala que favorecem as empresas mais grandes, pois as mesmas poder\u00e3o dispor de mais projetos (ou seja, informa\u00e7\u00f5es) com que treinar os algoritmos.<\/p>\n<p>\u00c9, portanto, obvio que esta tecnologia revolucion\u00e1ria ir\u00e1 beneficiar, no curto prazo, as grandes construtoras.<\/p>\n<p>Podemos, ent\u00e3o, concluir que, mesmo num setor que at\u00e9 agora n\u00e3o tinha aproveitado de inova\u00e7\u00e3o tecnol\u00f3gica, a intelig\u00eancia artificial ir\u00e1 favorecer as empresas e os seus fornecedores. Trata-se de uma evolu\u00e7\u00e3o lenta, mas deve ser tomada em conta a m\u00e9dio e longo prazo.<\/p>\n<p>Descubra o\u00a0software <a href=\"https:\/\/www.accasoftware.com\/ptb\/software-5d-bim\">IA para or\u00e7amento de obras<\/a> integrado ao PriMus IFC<\/p>\n<div class=\"international-product-banner-desktop\" style=\"text-align: center;\"><a class=\"product-banner-link\" href=\"https:\/\/www.accasoftware.com\/ptb\/software-5d-bim\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" data-src=\"\/wp-content\/themes\/enfold-child\/img\/banner_prodotto\/primus-ifc-ptb.jpg\" alt=\"usbim-planai\" \/><noscript><img decoding=\"async\" class=\"lazyload\" src=\"\/wp-content\/themes\/enfold-child\/img\/banner_prodotto\/primus-ifc-ptb.jpg\" alt=\"usbim-planai\" \/><\/noscript><\/a><\/div>\n<div class=\"international-product-banner-mobile\" style=\"text-align: center;\"><a class=\"product-banner-link\" href=\"https:\/\/www.accasoftware.com\/ptb\/software-5d-bim\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" data-src=\"\/wp-content\/themes\/enfold-child\/img\/banner_prodotto_mobile\/primus-ifc-ptb.jpg\" alt=\"usbim-planai\" \/><noscript><img decoding=\"async\" class=\"lazyload\" src=\"\/wp-content\/themes\/enfold-child\/img\/banner_prodotto_mobile\/primus-ifc-ptb.jpg\" alt=\"usbim-planai\" \/><\/noscript><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Intelig\u00eancia artificial: o setor da constru\u00e7\u00e3o ficou para tr\u00e1s na ado\u00e7\u00e3o de solu\u00e7\u00f5es de intelig\u00eancia artificial (IA). Quais as solu\u00e7\u00f5es para superar essa lacuna?<\/p>\n","protected":false},"author":15,"featured_media":6256,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_data_scadenza_evento":"","_evento_nome":"","_evento_data":"","_evento_luogo":"","_evento_cta":"","keyword_en":"","keyword_es":"","keyword_fr":"","keyword_de":"","keyword_ptb":"","_note_content":"","footnotes":""},"categories":[36],"tags":[149],"class_list":["post-6255","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bim-construcao","tag-newsletter-92"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.8 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Intelig\u00eancia artificial: as solu\u00e7\u00f5es aplic\u00e1veis ao setor da constru\u00e7\u00e3o - BibLus<\/title>\n<meta name=\"description\" content=\"Intelig\u00eancia artificial: o setor da constru\u00e7\u00e3o ficou para tr\u00e1s na ado\u00e7\u00e3o de solu\u00e7\u00f5es de intelig\u00eancia artificial (IA). 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