{"id":4896,"date":"2022-12-19T17:34:47","date_gmt":"2022-12-19T22:34:47","guid":{"rendered":"http:\/\/skimai.com\/?p=4896"},"modified":"2024-08-31T16:31:59","modified_gmt":"2024-08-31T21:31:59","slug":"6-razoes-pelas-quais-os-projectos-de-ia-falham","status":"publish","type":"post","link":"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/","title":{"rendered":"6 raz\u00f5es para o fracasso dos projectos de IA"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u00cdndice<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Alternar o \u00edndice\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Alternar<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#6_Reasons_Why_AI_Projects_Fail\" >6 raz\u00f5es para o fracasso dos projectos de IA<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#1_Poor_Data_Management\" >1. M\u00e1 gest\u00e3o dos dados<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#2_Lack_of_AI_Capabilities_and_Awareness_Among_Employees\" >2. Falta de capacidades de IA e de sensibiliza\u00e7\u00e3o dos trabalhadores<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#3_Unclear_Business_Objectives\" >3. Objectivos comerciais pouco claros<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#4_Underestimating_Time_and_Cost_of_the_Data_Component_of_AI_Projects\" >4. Subestimar o tempo e o custo da componente de dados dos projectos de IA:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#5_Lack_of_Leadership_Commitment_and_Ownership\" >5. Falta de empenhamento e apropria\u00e7\u00e3o por parte dos dirigentes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#6_Vendor_Misalignment_on_Promise_VS_Reality\" >6. Desalinhamento entre a promessa e a realidade por parte dos fornecedores<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/pt\/6-reasons-why-ai-projects-fail\/#How_can_Skim_AI_Help\" >Como \u00e9 que a IA da desnata\u00e7\u00e3o pode ajudar?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"6_Reasons_Why_AI_Projects_Fail\"><\/span>6 raz\u00f5es para o fracasso dos projectos de IA<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>Parece que a IA est\u00e1 presente em todo o lado, mas a realidade \u00e9 que muitas empresas est\u00e3o a ter problemas em implementar a IA com sucesso. De acordo com o <a href=\"https:\/\/sloanreview.mit.edu\/projects\/winning-with-ai\/\">Estudo executivo e relat\u00f3rio de investiga\u00e7\u00e3o global sobre intelig\u00eancia artificial do MIT SMR-BCG<\/a>De acordo com o relat\u00f3rio da Comiss\u00e3o Europeia, sete em cada dez executivos cujas organiza\u00e7\u00f5es investiram em Intelig\u00eancia Artificial (IA) afirmaram ter visto pouco ou nenhum impacto da mesma. <\/p>\n<\/p>\n<p>Para al\u00e9m disso, <a href=\"https:\/\/sloanreview.mit.edu\/projects\/winning-with-ai\/#:~:text=Even%20so%2C%20this%20means%2040%25%20of%20organizations%20making%20significant%20investments%20in%20AI%20do%20not%20report%20business%20gains%20from%20AI\">40% das empresas que investem<\/a> Os projectos de IA n\u00e3o apresentam quaisquer benef\u00edcios comerciais. A taxa de insucesso n\u00e3o deveria ser t\u00e3o elevada, dado o n\u00famero de c\u00e9rebros inteligentes, recursos e esfor\u00e7os investidos nestes projectos. O problema \u00e9 a incapacidade de aderir \u00e0s melhores pr\u00e1ticas de gest\u00e3o de iniciativas de IA, e n\u00e3o uma tecnologia inferior ou pessoas desmotivadas. <\/p>\n<p>Neste artigo, discutimos 6 raz\u00f5es para os fracassos dos projectos de IA, juntamente com alguns conselhos sobre como evitar tornar-se mais uma estat\u00edstica de iniciativas de IA falhadas.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Poor_Data_Management\"><\/span>1. M\u00e1 gest\u00e3o dos dados<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Para que as solu\u00e7\u00f5es de IA sejam \u00fateis, \u00e9 necess\u00e1rio dispor de dados suficientes e de alta qualidade que sigam uma metodologia coerente e compreens\u00edvel. Muitas empresas n\u00e3o t\u00eam os recursos ou a experi\u00eancia necess\u00e1rios para lidar com dados que n\u00e3o est\u00e3o limpos, mantidos em formatos ou localiza\u00e7\u00f5es incompat\u00edveis. Os cientistas de dados perdem demasiado tempo (muitas vezes at\u00e9 70% do seu tempo) a manipular dados, em vez de aplicarem os seus conhecimentos para criar solu\u00e7\u00f5es \u00fateis ou para obter informa\u00e7\u00f5es que apoiem as decis\u00f5es empresariais.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Lack_of_AI_Capabilities_and_Awareness_Among_Employees\"><\/span>2. Falta de capacidades de IA e de sensibiliza\u00e7\u00e3o dos trabalhadores<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Uma sondagem da Gartner revelou que 56% das empresas tinham <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2019-07-15-gartner-survey-reveals-leading-organizations-expect-t\">dificuldade em utilizar a IA devido a um d\u00e9fice de compet\u00eancias<\/a> no seu pessoal. Os trabalhadores podem n\u00e3o ter confian\u00e7a na IA, rejeit\u00e1-la completamente, ou ter total confian\u00e7a nela e aceitar todos os resultados de um modelo de IA sem questionar. Um equ\u00edvoco comum entre os profissionais activos \u00e9 o de que a IA os ir\u00e1 substituir. Devido a todos estes factores, as empresas devem considerar a possibilidade de aumentar a literacia em AM\/IA entre os seus funcion\u00e1rios e dar-lhes forma\u00e7\u00e3o sobre novos processos tecnol\u00f3gicos.<\/p>\n<p>A literacia tecnol\u00f3gica garante que tanto os t\u00e9cnicos como os n\u00e3o t\u00e9cnicos <a href=\"https:\/\/hbr.org\/2021\/08\/how-data-literate-is-your-company\">os trabalhadores s\u00e3o informados sobre a IA<\/a>A IA \u00e9 uma tecnologia que permite aos trabalhadores compreenderem o que pode fazer por eles, os pontos fortes e fracos da tecnologia e como esta os pode beneficiar. \u00c9 tamb\u00e9m crucial que os funcion\u00e1rios n\u00e3o confiem apenas na IA para a tomada de decis\u00f5es sem compreenderem como \u00e9 que a decis\u00e3o \u00e9 tomada.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Unclear_Business_Objectives\"><\/span>3. Objectivos comerciais pouco claros<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Em vez de escolher projectos em que se v\u00ea potencial para um avan\u00e7o t\u00e9cnico, as organiza\u00e7\u00f5es precisam de identificar casos de utiliza\u00e7\u00e3o com retorno sobre o investimento (ROI) que possam ter a maior influ\u00eancia nos seus KPI (aumento da receita, diminui\u00e7\u00e3o do custo das opera\u00e7\u00f5es, aumento da experi\u00eancia do cliente, etc.). Os projectos de IA geralmente falham devido a objectivos mal definidos, falta de dados e recursos insuficientes.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Underestimating_Time_and_Cost_of_the_Data_Component_of_AI_Projects\"><\/span>4. Subestimar o tempo e o custo da componente de dados dos projectos de IA:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>As organiza\u00e7\u00f5es subestimam frequentemente o tempo e os recursos necess\u00e1rios para gerir eficazmente os projectos de IA. Com demasiada frequ\u00eancia, os projectos come\u00e7am sem considerar primeiro os requisitos de dados e sem ter uma pessoa dedicada respons\u00e1vel pela recolha do tipo e quantidade de dados correctos. Estes projectos s\u00e3o frequentemente atrasados pela falta de acesso aos dados necess\u00e1rios. \u00c9 por isso que reunir os dados necess\u00e1rios para alimentar a IA \u00e9 a primeira etapa da gest\u00e3o de um projeto de IA.<\/p>\n<p>A IA exige uma estrat\u00e9gia centrada nos dados e as empresas devem analisar cuidadosamente se disp\u00f5em do tempo e dos recursos necess\u00e1rios para se dedicarem \u00e0 recolha de quantidades suficientes de dados de elevada qualidade para os seus projectos.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Lack_of_Leadership_Commitment_and_Ownership\"><\/span>5. Falta de empenhamento e apropria\u00e7\u00e3o por parte dos dirigentes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Este \u00e9 um erro comum em todos os projectos, n\u00e3o apenas nos que envolvem IA. Sem a dedica\u00e7\u00e3o e a propriedade de uma equipa de lideran\u00e7a multifuncional, uma iniciativa de IA n\u00e3o ter\u00e1 os recursos ou o talento necess\u00e1rios para ser bem sucedida. Um projeto de IA s\u00f3 pode ser bem sucedido se tiver l\u00edderes capazes que se dediquem a ele.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Vendor_Misalignment_on_Promise_VS_Reality\"><\/span>6. Desalinhamento entre a promessa e a realidade por parte dos fornecedores<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u00c9 frequente as empresas ca\u00edrem na armadilha do marketing e nas promessas feitas pelos fornecedores sobre os seus produtos. Ou as empresas podem escolher a solu\u00e7\u00e3o de um determinado fornecedor apenas para descobrir que n\u00e3o \u00e9 a melhor op\u00e7\u00e3o para as suas necessidades. Os factores orientados para o fornecedor s\u00e3o frequentemente ignorados, o que \u00e9 uma das principais causas do fracasso de um projeto de IA. <\/p>\n<p>Uma causa frequente desta situa\u00e7\u00e3o \u00e9 n\u00e3o fazer as perguntas correctas \u00e0 partida, o que o impede de ver que, apesar de o produto ser fant\u00e1stico, n\u00e3o satisfaz as suas necessidades. Para evitar ser v\u00edtima da moda, fa\u00e7a os seus trabalhos de casa, fa\u00e7a as perguntas correctas e saiba como gerir as iniciativas de IA.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_can_Skim_AI_Help\"><\/span>Como \u00e9 que a IA da desnata\u00e7\u00e3o pode ajudar?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A IA est\u00e1 a revolucionar a forma como conduzimos os neg\u00f3cios, e \u00e9 preciso tempo e esfor\u00e7o para descobrir como criar solu\u00e7\u00f5es \u00fateis com um ROl quantific\u00e1vel.<\/p>\n<p>Aconselhamos os nossos clientes a criar um quadro para a implementa\u00e7\u00e3o de solu\u00e7\u00f5es de ML e IA com base nas melhores pr\u00e1ticas. Os retornos dos investimentos em IA n\u00e3o s\u00e3o lineares. Pelo contr\u00e1rio, aumentam \u00e0 medida que se vai acrescentando um bom trabalho sobre uma base criada com as melhores pr\u00e1ticas.<\/p>","protected":false},"excerpt":{"rendered":"<p>6 Reasons Why AI Projects Fail It seems AI is present everywhere but the reality is that many businesses are experiencing problems in successfully implementing AI. According to the MIT SMR-BCG Artificial Intelligence Global Executive Study and Research Report, seven out of ten executives whose organizations have invested in Artificial Intelligence (AI) claimed they had [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":8770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,67,78],"tags":[],"class_list":["post-4896","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-ai-project-management"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>6 Reasons Why AI Projects Fail - Skim AI<\/title>\n<meta name=\"description\" content=\"AI projects fail all the time, and it&#039;s important to understand why, here are 6 reasons why AI projects fail?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/pt\/6-razoes-pelas-quais-os-projectos-de-ia-falham\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"6 Reasons Why AI Projects Fail - 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