{"id":792822,"date":"2025-11-10T12:00:00","date_gmt":"2025-11-10T11:00:00","guid":{"rendered":"https:\/\/www.devoteam.com\/?post_type=whitepaper&#038;p=792822"},"modified":"2025-12-04T21:20:23","modified_gmt":"2025-12-04T20:20:23","slug":"getting-return-on-investment-from-sustainability-um-guia-da-devoteam-para-a-criacao-de-valor-em-esg-impulsionada-pela-ia","status":"publish","type":"whitepaper","link":"https:\/\/devoteam.info\/pt\/whitepaper\/getting-return-on-investment-from-sustainability-um-guia-da-devoteam-para-a-criacao-de-valor-em-esg-impulsionada-pela-ia\/","title":{"rendered":"Getting Return on Investment from Sustainability: um guia Devoteam para a cria\u00e7\u00e3o de valor AI-driven em ESG"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<p class=\"has-medium-small-font-size wp-block-paragraph\">A sustentabilidade \u00e9 um imperativo estrat\u00e9gico para <strong>74%<\/strong> das organiza\u00e7\u00f5es, mas a sua ambi\u00e7\u00e3o \u00e9, frequentemente, bloqueada por um problema de <em>data<\/em>. O <strong>inqu\u00e9rito Devoteam 2025 sobre IA e sustentabilidade<\/strong>, realizado a <strong>57 organiza\u00e7\u00f5es europeias<\/strong>, confirma que a <strong>dificuldade com os dados ESG<\/strong> \u00e9 um &#8220;<strong>sinal de alerta<\/strong>&#8221; para uma fraqueza mais ampla e sist\u00e9mica na forma como as organiza\u00e7\u00f5es gerem os dados.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Whitepaper-Sustainability-768x1024.jpg\" alt=\"\" class=\"wp-image-767566\" style=\"width:166px;height:auto\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Whitepaper-Sustainability-768x1024.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Whitepaper-Sustainability-225x300.jpg 225w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Whitepaper-Sustainability.jpg 810w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull main-columns has-global-padding is-layout-constrained wp-container-core-group-is-layout-9ed5f2a3 wp-block-group-is-layout-constrained\" style=\"margin-top:0px;margin-bottom:0px;padding-top:var(--wp--preset--spacing--medium);padding-right:0;padding-bottom:var(--wp--preset--spacing--medium);padding-left:0\">\n<div class=\"wp-block-group animated-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cdb3485 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group alignfull feature-boxes has-base-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-033faf9f wp-block-group-is-layout-constrained\" style=\"margin-top:0px;padding-top:var(--wp--preset--spacing--small);padding-right:0;padding-bottom:var(--wp--preset--spacing--small);padding-left:0\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-b99ecfb1 wp-block-group-is-layout-flex\">\n<h3 class=\"wp-block-heading has-text-align-left has-medium-small-font-size\" id=\"h-a-incerteza-do-retorno-sobre-o-investimento-e-os-custos-internos-sao-os-maiores-obstaculos-ao-progresso-das-iniciativas-de-sustentabilidade\"><strong>A incerteza do Retorno Sobre o Investimento e os custos internos s\u00e3o os maiores obst\u00e1culos ao progresso das iniciativas de sustentabilidade:<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-e3ca69fe wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-1 wp-block-paragraph\"><strong>63%<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">das empresas est\u00e3o estagnadas nas fases iniciais e manuais da recolha de dados.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-2 wp-block-paragraph\"><strong>42%<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">dos l\u00edderes citam os elevados &#8220;<strong>custos internos<\/strong>&#8221; como um obst\u00e1culo determinante.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-3 wp-block-paragraph\"><strong>23%<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">n\u00e3o est\u00e1 a medir o<br>impacto financeiro dos seus<br>esfor\u00e7os de sustentabilidade.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#form\">Fa\u00e7a o download gratuito do seu guia em EN<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-03cab32d wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-eis-a-ajuda-uma-solucao-ai-driven-para-a-crise-de-dados\"><strong>Eis a ajuda: uma solu\u00e7\u00e3o AI-driven para a crise de dados<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Este guia da Devoteam fornece um caminho claro para transformar o desafio dos dados ESG num catalisador para a transforma\u00e7\u00e3o digital, comprovando o ROI e agregando valor em toda a sua organiza\u00e7\u00e3o. A solu\u00e7\u00e3o \u00e9 um <em><strong>dual framework<\/strong><\/em> que utiliza Intelig\u00eancia Artificial:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sustentabilidade na IA<\/strong>: garantir que a tecnologia de IA em si \u00e9 eficiente, respons\u00e1vel e bem gerida para mitigar riscos e reduzir custos.<\/li>\n\n\n\n<li><strong>Sustentabilidade atrav\u00e9s da IA<\/strong>: utilizar solu\u00e7\u00f5es baseadas em IA para automatizar tarefas, impulsionar iniciativas sustent\u00e1veis e encontrar novas solu\u00e7\u00f5es para problemas de sustentabilidade, a fim de reduzir o impacto negativo ou, acelerar um impacto positivo a uma velocidade que era considerada imposs\u00edvel h\u00e1 apenas alguns anos.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium)\">\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-o-que-ira-encontrar-no-interior\"><strong>O que ir\u00e1 encontrar no interior: <\/strong><\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>Uma an\u00e1lise do problema:<\/strong> por que uma crise de dados de base \u00e9 a principal causa dos custos elevados e do ROI incerto.<\/li>\n\n\n\n<li><strong>As principais conclus\u00f5es do inqu\u00e9rito:<\/strong> dados exclusivos sobre os maiores obst\u00e1culos enfrentados pelas organiza\u00e7\u00f5es europeias em mat\u00e9ria de ESG.<\/li>\n\n\n\n<li><strong>Um manual de 4 passos:<\/strong> desde a defini\u00e7\u00e3o de m\u00e9tricas ESG fundamentais, at\u00e9 \u00e0 utiliza\u00e7\u00e3o de IA para uma an\u00e1lise detalhada, que revela efici\u00eancias ocultas e comprova o ROI.<\/li>\n\n\n\n<li>Um <strong><em>business case<\/em><\/strong> para <strong>investir numa infraestrutura de dados moderna<\/strong> que oferece retornos muito al\u00e9m da sustentabilidade.<\/li>\n\n\n\n<li>Como lidar com a lacuna de <em>governance<\/em> (apenas <strong>21%<\/strong> das organiza\u00e7\u00f5es possuem <em>governance <\/em>de IA), incorporando a &#8220;<strong>Sustentabilidade na IA<\/strong>&#8220;.<\/li>\n\n\n\n<li>Veja as <strong><em>success stories<\/em><\/strong> onde a Devoteam ajudou l\u00edderes nas \u00e1reas da avia\u00e7\u00e3o, ind\u00fastria e transporte a alcan\u00e7ar ROI financeiro e ambiental.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#form\">Fa\u00e7a o download gratuito do seu guia em EN<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Whitepaper-Sustainability.gif\" alt=\"\" class=\"wp-image-765708\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-column-box-shadow has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-a9070b44 wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--large);padding-right:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--large);padding-left:var(--wp--preset--spacing--large)\">\n<figure class=\"wp-block-image size-large is-resized wp-duotone-red-devoteam\"><img loading=\"lazy\" decoding=\"async\" width=\"24\" height=\"24\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/citation-a-droite.svg\" alt=\"Quote\" class=\"wp-image-208\" style=\"width:28px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><em>&#8220;This journey is not just about ESG compliance; it is a blueprint for building a modern, resilient data infrastructure that will drive value across your entire organisation.&#8221;<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gray-color has-alpha-channel-opacity has-gray-background-color has-background is-style-separator-dotted is-style-default\" style=\"margin-top:var(--wp--preset--spacing--medium);margin-bottom:var(--wp--preset--spacing--medium)\"\/>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe6f0742 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized is-style-rounded-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"1802\" height=\"1689\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257.jpg\" alt=\"\" class=\"wp-image-194341\" style=\"width:60px;height:60px\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257.jpg 1802w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257-300x281.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257-1024x960.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257-768x720.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/20214334_SifNeldeborg_p-scaled-e1659445208257-1536x1440.jpg 1536w\" sizes=\"auto, (max-width: 1802px) 100vw, 1802px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-0f66ae2b wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:500\">Sif Neldeborg, <br>Senior Strategy Consultant and Sustainability Lead, Devoteam Denmark<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-porque-a-devoteam\"><strong>Porqu\u00ea a Devoteam?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A Devoteam \u00e9 uma empresa de consultoria premium que impulsiona os neg\u00f3cios digitais e a transforma\u00e7\u00e3o atrav\u00e9s de tecnologia inovadora, com foco na sustentabilidade (<em>Environmental<\/em>, <em>Social <\/em>e <em>Governance<\/em>), resili\u00eancia e responsabilidade. Esta \u00e9 uma prioridade crescente no nosso trabalho di\u00e1rio. Oferecemos resultados duradouros em <em>cloud<\/em>, <em>data<\/em>, ciberseguran\u00e7a e IA para ind\u00fastrias e institui\u00e7\u00f5es p\u00fablicas em toda a EMEA.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Certificada pela Ecovadis Platinum:&nbsp;<\/strong>Pelo segundo ano consecutivo, a Devoteam recebeu a classifica\u00e7\u00e3o Platinum numa das mais reconhecidas avalia\u00e7\u00f5es ambientais, sociais e de <em>governance <\/em>(ESG) do mundo. Trabalhamos continuamente para melhorar os nossos esfor\u00e7os em sustentabilidade, incluindo agora, o nosso trabalho com IA generativa e o nosso trabalho cont\u00ednuo para ajudar os nossos clientes a terem sucesso com as suas metas de sustentabilidade, utilizando dados e tecnologia de IA para atingir os seus objetivos.<\/li>\n\n\n\n<li><strong>Experi\u00eancia inigual\u00e1vel em <em>data<\/em> e IA:<\/strong> A nossa equipa inclui <strong>mais de 1000 consultores de IA e <em>data<\/em><\/strong>, com<strong> mais de 960 certifica\u00e7\u00f5es<\/strong> em AWS, Google Cloud, Microsoft, Snowflake e Databricks. Preparamos os seus dados para IA e transformamos <em>insights <\/em>em impacto nos neg\u00f3cios.<\/li>\n\n\n\n<li><strong>TI sustent\u00e1vel de ponta a ponta:<\/strong>&nbsp;Somos especializados em TI sustent\u00e1vel, ajudando-o a medir a sua pegada digital, otimizar os seus centros de dados (FinOps) e aplicar GreenOps para reduzir o impacto ambiental geral da sua infraestrutura digital.<\/li>\n\n\n\n<li><strong>Confian\u00e7a de organiza\u00e7\u00f5es l\u00edderes:<\/strong> Entregamos resultados mensur\u00e1veis para grandes empresas e servi\u00e7os p\u00fablicos, incluindo casos de sucesso com o <strong>Randstad Group<\/strong>, o <strong>CNAM <\/strong>e o <strong>BNP Paribas<\/strong>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A sustentabilidade \u00e9 um imperativo estrat\u00e9gico para 74% das organiza\u00e7\u00f5es, mas a sua ambi\u00e7\u00e3o \u00e9, frequentemente, bloqueada por um problema de data. O inqu\u00e9rito Devoteam 2025 sobre IA e sustentabilidade, realizado a 57 organiza\u00e7\u00f5es europeias, confirma que a dificuldade com os dados ESG \u00e9 um &#8220;sinal de alerta&#8221; para uma fraqueza mais ampla e sist\u00e9mica [&hellip;]<\/p>\n","protected":false},"featured_media":765583,"template":"","categories":[5834,952,5357],"tags":[],"industry":[],"class_list":["post-792822","whitepaper","type-whitepaper","status-publish","has-post-thumbnail","hentry","category-data-pt","category-inteligencia-artificial-ia-pt","category-sustainability-pt"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/pt\/whitepaper\/getting-return-on-investment-from-sustainability-um-guia-da-devoteam-para-a-criacao-de-valor-em-esg-impulsionada-pela-ia\/\" target=\"_self\" ><img width=\"1080\" height=\"1080\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Getting Return on Investment from Sustainability: um guia Devoteam para a cria\u00e7\u00e3o de valor AI-driven em ESG\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide.jpg 1080w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide-300x300.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide-1024x1024.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide-150x150.jpg 150w, https:\/\/devoteam.info\/wp-content\/uploads\/2025\/10\/Getting-ROI-on-Sustainability-Devoteam-Guide-768x768.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-7 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Whitepaper<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/pt\/whitepaper\/getting-return-on-investment-from-sustainability-um-guia-da-devoteam-para-a-criacao-de-valor-em-esg-impulsionada-pela-ia\/\" target=\"_self\" >Getting Return on Investment from Sustainability: um guia Devoteam para a cria\u00e7\u00e3o de valor AI-driven em ESG<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Getting Return on Investment from Sustainability: um guia Devoteam para a cria\u00e7\u00e3o de valor AI-driven em ESG | Devoteam<\/title>\n<meta name=\"description\" content=\"63% das organiza\u00e7\u00f5es t\u00eam dificuldades com dados ESG. 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