{"id":17562,"date":"2018-08-06T18:39:50","date_gmt":"2018-08-06T16:39:50","guid":{"rendered":"https:\/\/dfge.de\/?page_id=17562"},"modified":"2024-08-06T18:30:26","modified_gmt":"2024-08-06T16:30:26","slug":"artificial-intelligence-csr","status":"publish","type":"page","link":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/","title":{"rendered":"CSR and Artificial Intelligence"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row css=&#8221;.vc_custom_1643115347724{padding-top: 80px !important;padding-bottom: 60px !important;}&#8221;][vc_column css_animation=&#8221;fadeInLeft&#8221; width=&#8221;2\/3&#8243;]<div id=\"ultimate-heading-821469edad881fbe7\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-821469edad881fbe7 uvc-2283  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-821469edad881fbe7 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;color:#00adea;margin-bottom:20px;\">Sustainability Intelligence<\/h3><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-821469edad881fbe7 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"desktop:34px;\",\"line-height\":\"desktop:44px;\"}'  style=\"font-weight:bold;color:#222222;margin-bottom:30px;\"><\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p class=\"fancy-subtitle start-animation-done start-animation\">CSR and Artificial Intelligence<\/p>\n<\/div>\n<\/div>\n<p><\/div><\/div>[vc_column_text css_animation=&#8221;none&#8221;]<\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>Artificial intelligence (AI) is changing the economy and our lives. At DFGE, we therefore began to explore the possibilities of machine learning, especially neural networks, several years ago. The result are business cases that help to evaluate collected data in an automated way and provide new insights for the optimization of your CSR.<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p>[\/vc_column_text]<div class=\"ult-spacer spacer-69edad881fc8e\" data-id=\"69edad881fc8e\" data-height=\"10\" data-height-mobile=\"10\" data-height-tab=\"10\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><q class=\"text-big shortcode-pullquote wf-cell align-left wf-1\"><h3>Dr.-Ing. Thomas Fleissner<\/h3>\n<p><strong>Gounder and CEO of DFGE<\/strong><\/p>\n<p><span id=\"result_box\" class=\"\" lang=\"en\" tabindex=\"-1\"><span class=\"\">We have been dealing with fact-based corporate sustainability for a long time.\u00a0Therefore, it makes sense to try out new methods here.\u00a0Imagine the opportunities that arise when you collect a large amount of different CSR data in a Big Data approach, evaluate them with Machine Learning, and gain new insights for your CSR management!\u201d<\/span><\/span><\/p>\n<\/q>[\/vc_column][vc_column css_animation=&#8221;fadeInRight&#8221; width=&#8221;1\/3&#8243;][vc_icon icon_fontawesome=&#8221;fas fa-info&#8221; color=&#8221;black&#8221; background_style=&#8221;rounded&#8221; align=&#8221;center&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><ul>\n<li><a href=\"https:\/\/dfge.de\/en\/sustainability-intelligence\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sustainability Intelligence<\/a> at DFGE<\/li>\n<li><a href=\"https:\/\/dfge.de\/en\/history-philosophy\/\">History and Philosophy<\/a> of DFGE<\/li>\n<li>Stay up to date with our <a href=\"https:\/\/dfge.de\/blog\/\" target=\"_blank\" rel=\"noopener noreferrer\">DFGE Blog<\/a><\/li>\n<\/ul>\n<\/div><div class=\"ult-spacer spacer-69edad881fdd7\" data-id=\"69edad881fdd7\" data-height=\"40\" data-height-mobile=\"40\" data-height-tab=\"40\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[vc_single_image image=&#8221;17496&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;img_link_large&#8221; img_link_target=&#8221;_blank&#8221;][\/vc_column][\/vc_row][vc_row][vc_column][vc_separator][\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1643364557625{padding-top: 60px !important;padding-bottom: 20px !important;}&#8221;][vc_column css_animation=&#8221;fadeInLeft&#8221;]<div id=\"ultimate-heading-642669edad881fe2d\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-642669edad881fe2d uvc-6696  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-642669edad881fe2d h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;color:#00adea;margin-bottom:20px;\">Business Cases der DFGE K\u00fcnstliche Intelligenz L\u00f6sungen<\/h3><\/div><\/div>[\/vc_column][\/vc_row][vc_row css_animation=&#8221;fadeInUp&#8221; css=&#8221;.vc_custom_1643364399219{padding-bottom: 60px !important;}&#8221;][vc_column css_animation=&#8221;none&#8221; width=&#8221;1\/3&#8243;][vc_column_text css_animation=&#8221;none&#8221;]<\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">Artificial intelligence enables numerous application possibilities. Since not all data is the same, we define the question, data collection and review as well as the AI method in our DFGE AI concept individually with you.<\/div>\n<\/div>\n<p>[\/vc_column_text][\/vc_column][vc_column css_animation=&#8221;none&#8221; width=&#8221;1\/3&#8243;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>Improve CSR in your business<br \/>\n<\/strong><\/p>\n<ul>\n<li>Reviewing your CSR data will increase the resilience of your CSR statements<\/li>\n<li>Carbon Footprint Benchmarking<\/li>\n<li>Carbon Footprint-Calculation<\/li>\n<li>Competitor- and Market-Benchmarks<\/li>\n<\/ul>\n<\/div>[\/vc_column][vc_column width=&#8221;1\/3&#8243;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>Expansion of your CSR activities:<\/strong><\/p>\n<ul>\n<li>SDG (Sustainable Development Goals) Matching. Gap analysis of your data and your SDG commitment<\/li>\n<li>Scope 3-Calculation (Corporate and Product Carbon Footprint)<\/li>\n<li>Applying AI insights to other CSR areas along your value chain, which have not yet been considered yet<\/li>\n<\/ul>\n<\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css_animation=&#8221;fadeInUp&#8221; css=&#8221;.vc_custom_1643367502669{background-color: #00adea !important;}&#8221;][vc_column]<div class=\"ult-spacer spacer-69edad881ff6d\" data-id=\"69edad881ff6d\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div class=\"standard-arrow list-divider bullet-top\"><h3 style=\"text-align: center;\">Why Artificial Intelligence?<\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"color: #ffffff; text-align: center;\">Keeping an overview even in large amounts of data (big data)<\/li>\n<li style=\"color: #ffffff; text-align: center;\">Recognition of new patterns and derivation of actions<\/li>\n<li style=\"color: #ffffff; text-align: center;\">Connecting very different data sources<\/li>\n<\/ul>\n<\/div><div class=\"ult-spacer spacer-69edad882000a\" data-id=\"69edad882000a\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1575403409335{padding-top: 70px !important;padding-bottom: 60px !important;background-color: rgba(0,0,0,0.04) !important;*background-color: rgb(0,0,0) !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1643128325733{margin-bottom: 45px !important;border-right-width: 3px !important;padding-top: 30px !important;padding-bottom: 30px !important;border-right-color: #00adea !important;border-right-style: solid !important;}&#8221; offset=&#8221;vc_col-lg-offset-0 vc_col-md-offset-0 vc_col-sm-offset-0 vc_col-xs-6&#8243;][\/vc_column_inner][\/vc_row_inner]<div id=\"ultimate-heading-344569edad882004f\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-344569edad882004f uvc-271 \" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-344569edad882004f h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;margin-bottom:10px;\">CSR &amp; AI<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-344569edad882004f .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>Our Approach to Artificial Intelligence in CSR<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/div><\/div><div class=\"ult-spacer spacer-69edad88200b4\" data-id=\"69edad88200b4\" data-height=\"40\" data-height-mobile=\"40\" data-height-tab=\"40\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1643364139604{padding-right: 25px !important;padding-bottom: 10px !important;padding-left: 25px !important;}&#8221;][vc_column_inner css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"aio-icon-component    style_1\"><div id=\"Info-box-wrap-2705\" class=\"aio-icon-box default-icon\" style=\"\"  ><div class=\"aio-icon-default\"><div class=\"ult-just-icon-wrapper  \"><div class=\"align-icon\" style=\"text-align:center;\">\n<div class=\"aio-icon circle \" data-animation=\"fadeInUp\" data-animation-delay=\"03\" style=\"color:#00adea;background:#e8e8e8;font-size:32px;display:inline-block;\">\n\t<i class=\"fas fa-database\"><\/i>\n<\/div><\/div><\/div><\/div><div class=\"aio-icon-header\" ><h4 class=\"aio-icon-title ult-responsive\"  data-ultimate-target='#Info-box-wrap-2705 .aio-icon-title'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:bold;\">Data Collection (Data)<\/h4><\/div> <!-- header --><\/div> <!-- aio-icon-box --><\/div> <!-- aio-icon-component -->[vc_column_text css_animation=&#8221;none&#8221;]<\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>In the &#8220;model of three columns&#8221; of CSR (Corporate Social Responsibility), economy, ecology and social issues are of equal rank and weight, both on the macroeconomic and political level, as well as on the global and corporate level. Companies generate vast amounts of data in all these areas. Both this own data and validated external data from third parties, as well as other data that (at least at first glance) have no direct connection with CSR, are collected in the AI concept of DFGE \u00ae.<\/p>\n<\/div>\n<\/div>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1575401232692{padding-right: 25px !important;padding-bottom: 60px !important;padding-left: 25px !important;}&#8221;][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>Data Collection<br \/>\n<\/strong><\/p>\n<ul>\n<li>Own company-wide data<\/li>\n<li>Databases of DFGE<\/li>\n<li>Competitor \/ Market Data<\/li>\n<li>External validated databases<\/li>\n<li>Further data, also from non-thematic areas<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1643364347839{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>AI-Concept of DFGE \u00ae:<\/strong><\/p>\n<ul>\n<li>Expertise in the selection of usable data<\/li>\n<li>Validation of internal and external data<\/li>\n<li>Own database of DFGE from carbon footprint and CSR projects over the last 20 years<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1643364139604{padding-right: 25px !important;padding-bottom: 10px !important;padding-left: 25px !important;}&#8221;][vc_column_inner css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"aio-icon-component    style_1\"><div id=\"Info-box-wrap-8561\" class=\"aio-icon-box default-icon\" style=\"\"  ><div class=\"aio-icon-default\"><div class=\"ult-just-icon-wrapper  \"><div class=\"align-icon\" style=\"text-align:center;\">\n<div class=\"aio-icon circle \" data-animation=\"fadeInUp\" data-animation-delay=\"03\" style=\"color:#00adea;background:#e8e8e8;font-size:32px;display:inline-block;\">\n\t<i class=\"fas fa-bezier-curve\"><\/i>\n<\/div><\/div><\/div><\/div><div class=\"aio-icon-header\" ><h4 class=\"aio-icon-title ult-responsive\"  data-ultimate-target='#Info-box-wrap-8561 .aio-icon-title'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:bold;\">Machine Learning (Processing)<\/h4><\/div> <!-- header --><\/div> <!-- aio-icon-box --><\/div> <!-- aio-icon-component -->[vc_column_text css_animation=&#8221;none&#8221;]<\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>This step requires a sound understanding of how machine learning works and which methods are appropriate for solving a specific problem. After selecting suitable models, they are further optimized in an iterative process until the result satisfies the quality criteria defined before for the application.<\/p>\n<\/div>\n<\/div>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1575401232692{padding-right: 25px !important;padding-bottom: 60px !important;padding-left: 25px !important;}&#8221;][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>Processing<\/strong><\/p>\n<ul>\n<li>Mathematical regression<\/li>\n<li>Selection of an appropriate AI algorithm for the problem<\/li>\n<li>Training the AI model<\/li>\n<li>Iterative improvements of the model hyperparameters<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1643364347839{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>AI-Concept of DFGE \u00ae:<\/strong><\/p>\n<ul>\n<li>Many years of experience in regression analysis<\/li>\n<li>Broad portfolio of AI algorithms<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1643364139604{padding-right: 25px !important;padding-bottom: 10px !important;padding-left: 25px !important;}&#8221;][vc_column_inner css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"aio-icon-component    style_1\"><div id=\"Info-box-wrap-1628\" class=\"aio-icon-box default-icon\" style=\"\"  ><div class=\"aio-icon-default\"><div class=\"ult-just-icon-wrapper  \"><div class=\"align-icon\" style=\"text-align:center;\">\n<div class=\"aio-icon circle \" data-animation=\"fadeInUp\" data-animation-delay=\"03\" style=\"color:#00adea;background:#e8e8e8;font-size:32px;display:inline-block;\">\n\t<i class=\"fas fa-brain\"><\/i>\n<\/div><\/div><\/div><\/div><div class=\"aio-icon-header\" ><h4 class=\"aio-icon-title ult-responsive\"  data-ultimate-target='#Info-box-wrap-1628 .aio-icon-title'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:bold;\">Results and Actions (Action)<\/h4><\/div> <!-- header --><\/div> <!-- aio-icon-box --><\/div> <!-- aio-icon-component -->[vc_column_text css_animation=&#8221;none&#8221;]<\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p><span id=\"result_box\" class=\"\" lang=\"en\" tabindex=\"-1\"><span class=\"\">The Artificial Intelligence concept of the DFGE is a hybrid and sequential approach.<\/span> <span class=\"\">Therefore, this last step is not just about presenting results, but also about identifying and implementing measures to improve CSR across all three pillars of sustainability.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;30&#8243; css=&#8221;.vc_custom_1575401232692{padding-right: 25px !important;padding-bottom: 60px !important;padding-left: 25px !important;}&#8221;][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1575395579053{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>Action<\/strong><\/p>\n<ul>\n<li>Quantified results<\/li>\n<li>Identification of strengths and weaknesses in the company and \/ or market<\/li>\n<li>Derivation of measures: \u201cAction\u201d instead of \u201cResults\u201d<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1643364347839{padding-top: 50px !important;padding-right: 10% !important;padding-bottom: 50px !important;padding-left: 10% !important;background-color: #ffffff !important;}&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><p><strong>AI-Concept of DFGE \u00ae:<\/strong><\/p>\n<ul>\n<li>Derivation of measures from the results<\/li>\n<li>Methodological extension of <a href=\"https:\/\/dfge.de\/en\/sustainability-intelligence\/\">DFGE Sustainability Intelligence<\/a><\/li>\n<li>Support and advice regarding implementation<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; content_placement=&#8221;middle&#8221; css_animation=&#8221;fadeInUp&#8221; css=&#8221;.vc_custom_1643367626496{padding-top: 80px !important;padding-bottom: 60px !important;background-color: #ffffff !important;}&#8221;][vc_column offset=&#8221;vc_col-lg-4 vc_col-md-12&#8243; css=&#8221;.vc_custom_1575378589868{padding-bottom: 20px !important;}&#8221;]<div id=\"ultimate-heading-843769edad8820700\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-843769edad8820700 uvc-887  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-843769edad8820700 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"font-weight:bold;margin-bottom:0px;\">Contact us!<\/h2><\/div><\/div>[\/vc_column][vc_column offset=&#8221;vc_col-lg-4 vc_col-md-12&#8243; css=&#8221;.vc_custom_1575378595138{padding-bottom: 20px !important;}&#8221;]<div id=\"ultimate-heading-699669edad8820770\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-699669edad8820770 uvc-5110 \" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-699669edad8820770 h2'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"desktop:34px;\"}' ><h2 style=\"font-weight:bold;\">+49 8192 99 7 33-20<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-699669edad8820770 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"desktop:20px;\",\"line-height\":\"desktop:30px;\"}'  style=\"font-weight:normal;color:#148ba9;\">info@dfge.de<\/div><\/div>[\/vc_column][vc_column offset=&#8221;vc_col-lg-4 vc_col-md-12 vc_col-xs-12&#8243; css=&#8221;.vc_custom_1575378844390{padding-bottom: 20px !important;}&#8221;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b {\n  border-radius: 100px;\n  font-size: 16px;\n  line-height: 18px;\n}\n.btn-shadow#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b {\n  box-shadow: 0 1px 6px rgba(0,0,0,0.12);\n  transition: box-shadow 0.2s ease-out, opacity 0.45s;\n}\n.btn-shadow#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:hover {\n  box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15);\n}\n.btn-flat#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b {\n  box-shadow: none;\n}\n.btn-flat#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:hover {\n  box-shadow: none;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b.ico-right-side > i {\n  margin-right: 0px;\n  margin-left: 8px;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b > i {\n  margin-right: 8px;\n  font-size: 16px;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:not(:hover) {\n  border-width: 0px;\n  color: #ffffff;\n  padding: 19px 13px 19px 13px;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:not(:hover) * {\n  color: #ffffff;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:hover {\n  border-width: 0px;\n  color: #ffffff;\n  padding: 19px 13px 19px 13px;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b:hover * {\n  color: #ffffff;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b.ico-right-side > i {\n  margin-right: 0px;\n  margin-left: 8px;\n}\n#default-btn-87fefcdcf88c5b20de5f4a5391dfe22b > i {\n  margin-right: 8px;\n}<\/style><div class=\"btn-align-center\"><a href=\"https:\/\/dfge.de\/en\/contact\/\" class=\"default-btn-shortcode dt-btn link-hover-off ico-right-side btn-flat \" target=\"_blank\" id=\"default-btn-87fefcdcf88c5b20de5f4a5391dfe22b\" style=\"width:240px;\" rel=\"noopener\"><span>Contact Form<\/span><i class=\"icomoon-the7-font-the7-mail-011\"><\/i><\/a><\/div>[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row css=&#8221;.vc_custom_1643115347724{padding-top: 80px !important;padding-bottom: 60px !important;}&#8221;][vc_column css_animation=&#8221;fadeInLeft&#8221; width=&#8221;2\/3&#8243;][vc_column_text css_animation=&#8221;none&#8221;] Artificial intelligence (AI) is changing the economy and our lives. At DFGE, we therefore began to explore the possibilities of machine learning, especially neural networks, several years ago. The result are business cases that help to evaluate collected data in an automated way and provide new&hellip;<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-17562","page","type-page","status-publish","hentry","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial Intelligence and CSR - Implementation of new possibilities<\/title>\n<meta name=\"description\" content=\"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence and CSR - Implementation of new possibilities\" \/>\n<meta property=\"og:description\" content=\"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/\" \/>\n<meta property=\"og:site_name\" content=\"DFGE - Institute for Energy, Ecology and Economy\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-06T16:30:26+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@DFGEnergy\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/artificial-intelligence-csr\\\/\",\"url\":\"https:\\\/\\\/dfge.de\\\/en\\\/artificial-intelligence-csr\\\/\",\"name\":\"Artificial Intelligence and CSR - Implementation of new possibilities\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dfge.de\\\/#website\"},\"datePublished\":\"2018-08-06T16:39:50+00:00\",\"dateModified\":\"2024-08-06T16:30:26+00:00\",\"description\":\"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/artificial-intelligence-csr\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dfge.de\\\/en\\\/artificial-intelligence-csr\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/artificial-intelligence-csr\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dfge.de\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"CSR and Artificial Intelligence\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dfge.de\\\/#website\",\"url\":\"https:\\\/\\\/dfge.de\\\/\",\"name\":\"DFGE - Institute for Energy, Ecology and Economy\",\"description\":\"CO2-Management Unternehmen und Produkte, Carbon Footprint, CDP Beratung, EcoVadis, CSR, GRI Consulting, UN Global Compact.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dfge.de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Artificial Intelligence and CSR - Implementation of new possibilities","description":"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/","og_locale":"en_US","og_type":"article","og_title":"Artificial Intelligence and CSR - Implementation of new possibilities","og_description":"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.","og_url":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/","og_site_name":"DFGE - Institute for Energy, Ecology and Economy","article_modified_time":"2024-08-06T16:30:26+00:00","twitter_card":"summary_large_image","twitter_site":"@DFGEnergy","twitter_misc":{"Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/","url":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/","name":"Artificial Intelligence and CSR - Implementation of new possibilities","isPartOf":{"@id":"https:\/\/dfge.de\/#website"},"datePublished":"2018-08-06T16:39:50+00:00","dateModified":"2024-08-06T16:30:26+00:00","description":"DFGE provides customers new opportunities in their CSR activities with the implementation of artificial intelligence programs.","breadcrumb":{"@id":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dfge.de\/en\/artificial-intelligence-csr\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dfge.de\/en\/artificial-intelligence-csr\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dfge.de\/en\/"},{"@type":"ListItem","position":2,"name":"CSR and Artificial Intelligence"}]},{"@type":"WebSite","@id":"https:\/\/dfge.de\/#website","url":"https:\/\/dfge.de\/","name":"DFGE - Institute for Energy, Ecology and Economy","description":"CO2-Management Unternehmen und Produkte, Carbon Footprint, CDP Beratung, EcoVadis, CSR, GRI Consulting, UN Global Compact.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dfge.de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/17562","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/comments?post=17562"}],"version-history":[{"count":16,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/17562\/revisions"}],"predecessor-version":[{"id":35069,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/17562\/revisions\/35069"}],"wp:attachment":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/media?parent=17562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}