{"id":1935,"date":"2025-06-23T08:54:37","date_gmt":"2025-06-23T08:54:37","guid":{"rendered":"https:\/\/scoring.pt\/magazine\/?p=1935"},"modified":"2025-06-23T08:54:37","modified_gmt":"2025-06-23T08:54:37","slug":"inteligencia-artificial-o-futuro-comecou-ontem","status":"publish","type":"post","link":"https:\/\/scoring.pt\/magazine\/inteligencia-artificial-o-futuro-comecou-ontem\/","title":{"rendered":"Intelig\u00eancia Artificial: o futuro come\u00e7ou ontem"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>Muito se fala de Intelig\u00eancia Artificial. Est\u00e1 na ordem do dia: nas not\u00edcias, nos eventos de neg\u00f3cios, nas reuni\u00f5es de estrat\u00e9gia e at\u00e9 nas conversas de caf\u00e9.<\/p>\n<p>A Intelig\u00eancia Artificial j\u00e1 n\u00e3o \u00e9 coisa do futuro. \u00c9 realidade. As grandes empresas est\u00e3o a liderar a ado\u00e7\u00e3o de solu\u00e7\u00f5es avan\u00e7adas, como a automatiza\u00e7\u00e3o de processos ou o atendimento por <em>chatbots<\/em>, e as PME n\u00e3o podem (nem devem) ficar de fora. Ignorar esta \u201crevolu\u00e7\u00e3o\u201d \u00e9 quase como ter recusado o e-mail nos anos 90. Um erro que, mais cedo ou mais tarde, ter\u00e1 as suas consequ\u00eancias.<\/p>\n<p>\u00c9 compreens\u00edvel que, com todo este entusiasmo, venha o receio. Muitas empresas funcionam com equipas reduzidas, or\u00e7amentos controlados e pouco tempo para arriscar em ferramentas complexas. Mas a boa not\u00edcia \u00e9 que come\u00e7ar pequeno \u00e9 poss\u00edvel e pode ser, ali\u00e1s, a melhor estrat\u00e9gia.<\/p>\n<p>Preparar uma PME para a Intelig\u00eancia Artificial n\u00e3o exige, pelo menos para j\u00e1, um departamento de inova\u00e7\u00e3o. Exige, antes de mais, uma mudan\u00e7a de mentalidade. \u00c9 preciso cultivar uma cultura de aprendizagem cont\u00ednua, investir na literacia digital da equipa e perceber onde \u00e9 que a Intelig\u00eancia Artificial pode trazer valor: gest\u00e3o de stocks? Previs\u00e3o de vendas? Cria\u00e7\u00e3o de conte\u00fados para redes sociais?<\/p>\n<p>Existem in\u00fameras plataformas acess\u00edveis \u2013 como o ChatGPT, o Copilot da Microsoft ou sistemas de CRM com intelig\u00eancia integrada \u2013 que permitem automatizar tarefas repetitivas e libertar tempo para o que realmente importa: pensar estrategicamente, criar valor e servir melhor o cliente.<\/p>\n<p>Mas aten\u00e7\u00e3o: preparar a casa \u00e9 essencial. A Intelig\u00eancia Artificial aprende com dados e, se os nossos estiverem mal estruturados, desatualizados ou fragmentados, n\u00e3o haver\u00e1 algoritmo milagroso que nos salve. Ou seja, \u00e9 crucial garantir que os dados da empresa est\u00e3o organizados, atualizados e facilmente acess\u00edveis.<\/p>\n<p>Por outro lado, \u00e9 importante lembrar que a tecnologia n\u00e3o tem empatia, emo\u00e7\u00f5es, criatividade contextual ou sentido de miss\u00e3o. Algo que, felizmente, continua a ser patrim\u00f3nio exclusivamente humano. Isto \u00e9: a Intelig\u00eancia Artificial n\u00e3o substitui pessoas, potencia-as.<\/p>\n<p>Nas PME, onde o fator humano \u00e9 muitas vezes o principal diferencial competitivo, a Intelig\u00eancia Artificial deve ser vista como um bra\u00e7o direito, n\u00e3o como uma amea\u00e7a. Despreocupe-se e, em vez de questionar se a sua PME precisa ou n\u00e3o \u201cdisto\u201d, pergunte: \u201c<em>de que forma \u00e9 que isto nos pode ajudar a fazer melhor o que j\u00e1 fazemos bem?<\/em>\u201d. O segredo est\u00e1 em alinhar a tecnologia com os valores e com os objetivos da empresa.<\/p>\n<p>Preparar as PME para a Intelig\u00eancia Artificial \u00e9, no fundo, prepar\u00e1-las para continuarem a ser relevantes num mundo que muda cada vez mais depressa. E isso come\u00e7a com um passo simples: querer saber mais, manter-se informado e n\u00e3o ter medo de experimentar.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Quer saber mais? <\/strong><\/p>\n<p>McKinsey \u2013 \u201c<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/quantumblack\/our%20insights\/the%20state%20of%20ai\/2025\/the-state-of-ai-how-organizations-are-rewiring-to-capture-value_final.pdf?utm_source=chatgpt.com\">The state of AI in early 2024: Gen AI adoption spikes and starts to generate value<\/a>\u201d<\/p>\n<p>OCDE \u2013 \u201c<a href=\"https:\/\/www.oecd.org\/content\/dam\/oecd\/en\/publications\/reports\/2025\/05\/the-adoption-of-artificial-intelligence-in-firms_8fab986b\/f9ef33c3-en.pdf\">The Adoption of Artificial Intelligence in Firms<\/a>\u201d<\/p>\n<p>Harvard Business Review \u2013 \u201c<a href=\"https:\/\/hbr.org\/2018\/04\/if-your-data-is-bad-your-machine-learning-tools-are-useless\">If Your Data Is Bad, Your Machine Learning Tools Are Useless<\/a>\u201d, Thomas C. Redman, 2 abr. 2018<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Muito se fala de Intelig\u00eancia Artificial. Est\u00e1 na ordem do dia: nas not\u00edcias, nos eventos de neg\u00f3cios, nas reuni\u00f5es de estrat\u00e9gia e at\u00e9 nas conversas de caf\u00e9.<\/p>\n","protected":false},"author":26,"featured_media":1936,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[48],"tags":[],"class_list":["post-1935","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cronica"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Intelig\u00eancia Artificial: o futuro come\u00e7ou ontem - SCORING Magazine<\/title>\n<meta name=\"description\" content=\"A defini\u00e7\u00e3o de objetivos \u00e9 crucial para a estrat\u00e9gia das empresas. 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