{"id":56429,"date":"2026-10-26T09:00:32","date_gmt":"2026-10-26T08:00:32","guid":{"rendered":"https:\/\/www.sqorus.com\/?p=56429"},"modified":"2026-10-14T18:24:02","modified_gmt":"2026-10-14T16:24:02","slug":"case-study-csr-reporting-how-a-banking-group-structured-its-csrd-data-using-power-bi","status":"publish","type":"post","link":"https:\/\/www.sqorus.com\/en\/case-study-csr-reporting-how-a-banking-group-structured-its-csrd-data-using-power-bi\/","title":{"rendered":"Case Study &#8211; CSR Reporting: How a Banking Group Structured Its CSRD Data Using Power BI"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|desktop&#8221; admin_label=&#8221;Section &#8211; Header&#8221; module_class=&#8221;Fond_blanc&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; background_position=&#8221;bottom_right&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;1rem||3rem||false|false&#8221; custom_padding_tablet=&#8221;0rem||5rem||false|false&#8221; 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position_origin_r_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;32px|34px|32px|34px|true|true&#8221; custom_padding_tablet=&#8221;2rem|2rem|2rem|2rem|true|true&#8221; custom_padding_phone=&#8221;1.5rem|1.5rem|1.5rem|1.5rem|true|true&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; positioning_tablet=&#8221;absolute&#8221; positioning_phone=&#8221;absolute&#8221; positioning_last_edited=&#8221;on|tablet&#8221; border_radii=&#8221;on|200px|200px|200px|200px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_icon][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; module_class=&#8221;colonne_texte&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;4rem||||false|false&#8221; custom_padding_tablet=&#8221;0rem||||false|false&#8221; custom_padding_phone=&#8221;||||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Titre H1&#8243; module_class=&#8221;Titre_45 Titre_blanc&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|700|||||||&#8221; z_index=&#8221;0&#8243; custom_margin=&#8221;||0px||false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>CSRD Reporting: How Data Addresses the CSR Challenges of a Major Banking Group<\/h1>\n<p>[\/et_pb_text][et_pb_text module_class=&#8221;TexteCorps&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; text_line_height=&#8221;30px&#8221; custom_padding=&#8221;|60px|||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>SQORUS helped a major international banking group structure its environmental data to meet the requirements of the CSRD, using a <a href=\"https:\/\/www.sqorus.com\/en\/data-analytics-solutions\/microsoft-power-bi\/\" title=\"Our Microsoft Power BI Expertise\">Power BI<\/a> reporting solution designed for environmental management.<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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text_orientation_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>The challenge<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; header_2_text_align=&#8221;left&#8221; header_2_text_align_tablet=&#8221;left&#8221; header_2_text_align_phone=&#8221;center&#8221; header_2_text_align_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>CSRD Compliance Hampered by Fragmented Data<\/h2>\n<p>[\/et_pb_text][et_pb_text ul_item_indent=&#8221;5%&#8221; admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||50px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>How can a regulatory requirement be turned into a tool for environmental management? That is the central question the CSRD poses to large companies. <\/p>\n<p>In the field, the teams face several obstacles:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Data scattered<\/strong> across multiple internal systems and sources<\/li>\n<\/ul>\n<ul>\n<li><strong>Diverse sources that<\/strong> are difficult to consolidate into a common repository<\/li>\n<\/ul>\n<ul>\n<li><strong>Indicators that are complex to <\/strong>calculate and report reliably<\/li>\n<\/ul>\n<ul>\n<li><strong>Final reports are often <\/strong>incomplete, prepared manually, and difficult to audit<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;Section &#8211; Texte image&#8221; module_class=&#8221;Fond_blanc&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; custom_margin=&#8221;||||true|false&#8221; custom_padding=&#8221;10rem||80px||false|false&#8221; 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global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;40px|||30px|false|false&#8221; custom_padding_tablet=&#8221;30px|||30px|false|false&#8221; custom_padding_phone=&#8221;0px|||0px|false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Texte&#8221; module_class=&#8221;TexteCorps&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#5a6670&#8243; text_line_height=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>On January 5, 2023, <strong>the European<\/strong> Corporate Sustainability Reporting <strong>Directive ( <a href=\"https:\/\/portail-rse.beta.gouv.fr\/csrd\/csrd-comprendre-la-directive-europeenne-et-ses-enjeux-pour-la-durabilite\/\" target=\"_blank\" rel=\"noopener\" title=\"CSRD\">CSRD<\/a><\/strong> ) took effect. It updates and modernizes the rules governing the environmental and social information that companies must provide in order to assess the sustainability of their operations. <\/p>\n<p>These new rules will provide investors and various stakeholders with the information they need to assess a company\u2019s environmental impact and, among other things, to take into account the financial risks or opportunities associated with global warming.<\/p>\n<p>Companies that comply with the CSRD must adhere <strong>to the European<\/strong> Sustainability Reporting <strong>Standards (ESRS<\/strong> ). These standards are based on European regulations and also contribute to international standards. They help ensure greater transparency among companies.  <\/p>\n<p>Within a major international banking group, compliance with CSRD standards is one of the company\u2019s key priorities in order to reduce its <a href=\"https:\/\/www.sqorus.com\/en\/enterprise-technologies\/green-it\/\" title=\"carbon footprint\"><strong>carbon footprint<\/strong><\/a>. To help the group achieve these goals, a data team is working on a <strong>reporting tool<\/strong> designed to meet these indicator requirements. <\/p>\n<p>This project focuses exclusively on the environmental aspects of the CSRD.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;SECTION INSIDE SQORUS&#8221; module_class=&#8221;Fond_bleu &#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; custom_padding=&#8221;7rem||7rem||true|false&#8221; custom_padding_tablet=&#8221;5rem||5rem||true|false&#8221; custom_padding_phone=&#8221;5rem||5rem||true|false&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Sous-titre&#8221; module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_font_size=&#8221;13px&#8221; text_letter_spacing=&#8221;1px&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\">The SQORUS solution<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_margin_tablet=&#8221;||20px||false|false&#8221; custom_margin_phone=&#8221;||40px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center;\">Power BI Reporting to Centralize Data and Comply with the CSRD<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;20px||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][dsm_advanced_tabs dsm_tabs_trigger=&#8221;hover&#8221; dsm_tabs_horizontal_alignment=&#8221;center&#8221; dsm_auto_scroll_mobile=&#8221;on&#8221; dsm_tabs_gap=&#8221;4vw&#8221; dsm_tabs_bg_color=&#8221;RGBA(255,255,255,0)&#8221; 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custom_padding=&#8221;||||false|true&#8221; custom_padding_tablet=&#8221;||||false|true&#8221; custom_padding_phone=&#8221;|0px||0px|false|true&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; tab_content_text_font_size_tablet=&#8221;18px&#8221; tab_content_text_font_size_phone=&#8221;16px&#8221; tab_content_text_font_size_last_edited=&#8221;on|phone&#8221; tab_content_text_line_height_tablet=&#8221;30px&#8221; tab_content_text_line_height_phone=&#8221;26px&#8221; tab_content_text_line_height_last_edited=&#8221;on|phone&#8221; border_color_all_dsm_tabs_border=&#8221;#171a46&#8243; border_color_all_dsm_active_tabs_border=&#8221;#49a0f5&#8243; border_width_bottom_dsm_active_tabs_border=&#8221;3px&#8221; border_radii_dsm_content_border=&#8221;on||||&#8221; border_style_all_dsm_content_border=&#8221;none&#8221; border_radii_dsm_content_image_icon_border=&#8221;on|300px|300px|300px|300px&#8221; border_width_all_dsm_content_image_icon_border=&#8221;8px&#8221; border_color_all_dsm_content_image_icon_border=&#8221;#d9e0e5&#8243; global_colors_info=&#8221;{%22gcid-c99c99b9-be51-46d6-b9f3-46f7fca8da36%22:%91%22button_bg_color%22%93}&#8221; button_bg_color__hover=&#8221;#bd5641&#8243; button_bg_color__hover_enabled=&#8221;on|desktop&#8221; button_bg_enable_color__hover=&#8221;on&#8221;][dsm_advanced_tabs_child dsm_title=&#8221;1. Data Collection&#8221; dsm_content_title=&#8221;1. Collecte des donn\u00e9es \u00e9nerg\u00e9tiques et immobili\u00e8res &#8221; dsm_content=&#8221;<\/p>\n<p>Through external partners around the world, the group tracks its energy consumption across various categories\u2014including electricity, natural gas, fuel oil, and water\u2014on an international scale. The group also tracks its carbon emissions. This data is then regularly integrated into the group\u2019s information system.  <\/p>\n<p>&#8221; dsm_content_image_icon_placement=&#8221;left&#8221; dsm_content_margin=&#8221;||||false|true&#8221; dsm_content_padding=&#8221;||||false|true&#8221; dsm_content_image_icon_placement_tablet=&#8221;top&#8221; dsm_content_image_icon_placement_phone=&#8221;top&#8221; dsm_content_image_icon_placement_last_edited=&#8221;on|tablet&#8221; dsm_content_padding_tablet=&#8221;||||false|true&#8221; dsm_content_padding_phone=&#8221;|0px||0px|false|true&#8221; dsm_content_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; tab_title_font=&#8221;|600|||||||&#8221; content_title_level=&#8221;h3&#8243; border_radii_dsm_content_image_icon_border=&#8221;on|300px|300px|300px|300px&#8221; global_colors_info=&#8221;{}&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221;][\/dsm_advanced_tabs_child][dsm_advanced_tabs_child dsm_title=&#8221;2. Reference Framework&#8221; dsm_content_title=&#8221;2. Creation of a building database&#8221; dsm_content=&#8221;<\/p>\n<p>We have access to a database of buildings containing key information: their names, addresses, floor area in square meters, the various group entities that occupy them, the names of the landlords and tenants under the various leases&#8230;<\/p>\n<p>&#8221; dsm_content_image_icon_placement=&#8221;left&#8221; dsm_content_margin=&#8221;||||false|true&#8221; dsm_content_padding=&#8221;||||false|true&#8221; dsm_content_image_icon_placement_tablet=&#8221;top&#8221; dsm_content_image_icon_placement_phone=&#8221;top&#8221; dsm_content_image_icon_placement_last_edited=&#8221;on|tablet&#8221; dsm_content_padding_tablet=&#8221;||||false|true&#8221; dsm_content_padding_phone=&#8221;|0px||0px|false|true&#8221; dsm_content_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; tab_title_font=&#8221;|600|||||||&#8221; content_title_level=&#8221;h3&#8243; border_radii_dsm_content_image_icon_border=&#8221;on|300px|300px|300px|300px&#8221; global_colors_info=&#8221;{}&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221;][\/dsm_advanced_tabs_child][dsm_advanced_tabs_child dsm_title=&#8221;3. Indicators&#8221; dsm_content_title=&#8221;3. Calcul des indicateurs environnementaux &#8221; dsm_content=&#8221;<\/p>\n<p>Combining this data makes it possible to calculate various environmental indicators (such as energy consumption relative to the area occupied by the group&#8230;) and to identify the sources of various energy consumption and emissions in order to carefully target areas that may consume more energy than others.<\/p>\n<p>&#8221; dsm_content_image_icon_placement=&#8221;left&#8221; dsm_content_margin=&#8221;||||false|true&#8221; dsm_content_padding=&#8221;||||false|true&#8221; dsm_content_image_icon_placement_tablet=&#8221;top&#8221; dsm_content_image_icon_placement_phone=&#8221;top&#8221; dsm_content_image_icon_placement_last_edited=&#8221;on|tablet&#8221; dsm_content_padding_tablet=&#8221;||||false|true&#8221; dsm_content_padding_phone=&#8221;|0px||0px|false|true&#8221; dsm_content_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; tab_title_font=&#8221;|600|||||||&#8221; content_title_level=&#8221;h3&#8243; border_radii_dsm_content_image_icon_border=&#8221;on|300px|300px|300px|300px&#8221; global_colors_info=&#8221;{}&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221;][\/dsm_advanced_tabs_child][dsm_advanced_tabs_child dsm_title=&#8221;4. 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custom_padding_tablet=&#8221;0px|40px|0px|40px|true|true&#8221; custom_padding_phone=&#8221;0px|30px|0px|30px|true|true&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px||false|true&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.sqorus.com\/wp-content\/uploads\/2026\/03\/OneStream-Image-gauche.png&#8221; title_text=&#8221;OneStream &#8211; Left image&#8221; show_bottom_space=&#8221;off&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; custom_margin=&#8221;0px||0px||true|false&#8221; custom_margin_tablet=&#8221;0px||0px||true|true&#8221; custom_margin_phone=&#8221;0px||0px||true|true&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;0px||80px||false|true&#8221; custom_padding_tablet=&#8221;|40px||40px|false|true&#8221; custom_padding_phone=&#8221;|0px||0px|false|true&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; module_alignment_tablet=&#8221;center&#8221; module_alignment_phone=&#8221;center&#8221; module_alignment_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;100px|40px||40px|false|true&#8221; custom_padding_tablet=&#8221;|40px||40px|false|true&#8221; custom_padding_phone=&#8221;|0px||0px|false|true&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Sous-titre&#8221; module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#81919e&#8221; text_font_size=&#8221;13px&#8221; text_letter_spacing=&#8221;1px&#8221; custom_margin=&#8221;||10px||false|false&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Technical Architecture<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; header_2_text_align=&#8221;left&#8221; header_2_text_align_tablet=&#8221;left&#8221; header_2_text_align_phone=&#8221;center&#8221; header_2_text_align_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>From the data lake to the Power BI dashboard<\/h2>\n<p>[\/et_pb_text][et_pb_text ul_item_indent=&#8221;5%&#8221; admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||50px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>To ensure the success of this project, here is how our data pipeline is organized:<\/p>\n<ul>\n<li><strong>Receipt of<\/strong> energy data and building reference data <strong>files<\/strong> into the Cloudera data lake (based on the Hadoop ecosystem).<\/li>\n<\/ul>\n<ul>\n<li><strong>Converting these raw files<\/strong> into Source View (data table).<\/li>\n<\/ul>\n<ul>\n<li><strong>Cleaning, transforming, and processing data<\/strong> based on Source Views to generate new tables of the Usage View type. This is done using Scala code (a data-oriented programming language) with the Spark framework (a distributed data processing engine). <\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Note that functional data modeling is performed in advance to generate Usage Views tailored to the rest of the process.<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>These Usage Views<\/strong> are then transferred to a <strong><a href=\"https:\/\/www.sqorus.com\/en\/sqorus-solutions\/business-data-hub\/\" title=\"Data Warehouse\">data warehouse<\/a> <\/strong>SQL Server. The data is modeled using SSAS (SQL Server Analysis Services), and DAX (Data Analysis Expressions) measures are created to meet the latest requirements of the data chain. <\/li>\n<\/ul>\n<ul>\n<li>Finally, this data model is used by a dashboard <a href=\"https:\/\/www.sqorus.com\/en\/data-analytics-solutions\/microsoft-power-bi\/\" title=\"Power BI\"><strong>Power BI<\/strong><\/a> that will allow users to view key KPIs visually through charts.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;Section &#8211; Texte image&#8221; module_class=&#8221;Fond_blanc&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; custom_margin=&#8221;||||true|false&#8221; custom_padding=&#8221;10rem||80px||false|false&#8221; custom_padding_tablet=&#8221;5rem||5rem||true|false&#8221; custom_padding_phone=&#8221;7rem||40px||false|false&#8221; 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module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#81919e&#8221; text_font_size=&#8221;13px&#8221; text_letter_spacing=&#8221;1px&#8221; custom_margin=&#8221;||10px||false|false&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>The results<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; header_2_text_align=&#8221;left&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;||20px||false|false&#8221; custom_padding_phone=&#8221;||20px||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; header_2_text_align_tablet=&#8221;left&#8221; header_2_text_align_phone=&#8221;center&#8221; header_2_text_align_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Des indicateurs fiables pour piloter la conformit\u00e9 CSRD <\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;3_5,2_5&#8243; make_equal=&#8221;on&#8221; admin_label=&#8221;Image + Text Block&#8221; module_class=&#8221;bloc_2_colonnes&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;2%||0px||false|true&#8221; custom_margin_tablet=&#8221;||0px||false|true&#8221; custom_margin_phone=&#8221;|30px|0px|30px|false|true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;|0px|0px|0px|false|true&#8221; animation_style=&#8221;fade&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;3_5&#8243; module_class=&#8221;colonne_texte&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;||||false|false&#8221; custom_padding_phone=&#8221;||||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Texte&#8221; module_class=&#8221;TexteCorps&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; animation_style=&#8221;fade&#8221; animation_direction=&#8221;left&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Thanks to this system, business users now have a <strong>management tool<\/strong> that allows them to:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>View and retrieve key environmental indicators in real time<\/li>\n<\/ul>\n<ul>\n<li>Identify the energy-intensive sources of consumption<\/li>\n<\/ul>\n<ul>\n<li>Take concrete steps to reduce the group&#8217;s carbon footprint<\/li>\n<\/ul>\n<ul>\n<li>Produce reliable reports that comply with the requirements of the CSRD<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_5&#8243; 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max_width=&#8221;1300px&#8221; custom_margin=&#8221;0px||0px||true|true&#8221; custom_padding=&#8221;0px|0px|0px|0px|true|false&#8221; custom_padding_tablet=&#8221;0px|40px|0px|40px|true|true&#8221; custom_padding_phone=&#8221;0px|30px|0px|30px|true|true&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px||false|true&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.sqorus.com\/wp-content\/uploads\/2026\/10\/Du-datalake-au-dashboard-Power-BI.png&#8221; title_text=&#8221;From the data lake to the Power BI dashboard&#8221; show_bottom_space=&#8221;off&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; custom_margin=&#8221;0px||0px||true|false&#8221; custom_margin_tablet=&#8221;0px||0px||true|true&#8221; custom_margin_phone=&#8221;0px||0px||true|true&#8221; 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text_text_color=&#8221;#81919e&#8221; text_font_size=&#8221;13px&#8221; text_letter_spacing=&#8221;1px&#8221; custom_margin=&#8221;||10px||false|false&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Future prospects<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; header_2_text_align=&#8221;left&#8221; header_2_text_align_tablet=&#8221;left&#8221; header_2_text_align_phone=&#8221;center&#8221; header_2_text_align_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Toward a Broader Approach to CSR Management<\/h2>\n<p>[\/et_pb_text][et_pb_text ul_item_indent=&#8221;5%&#8221; admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||50px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Expansion of the scope to other components of the CSRD: social and governance indicators (ESRS S and G)<\/li>\n<\/ul>\n<ul>\n<li>Increased automation of the pipeline and reduced reporting lead times<\/li>\n<\/ul>\n<ul>\n<li>Setting up automatic alerts for consumption thresholds<\/li>\n<\/ul>\n<ul>\n<li>Exploring Predictive Capabilities to Anticipate Exceedances of Indicators<\/li>\n<\/ul>\n<ul><\/ul>\n<ul><\/ul>\n<ul><\/ul>\n<ul><\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Expertise SQORUS&#8221; module_class=&#8221;Fond_blanc&#8221; _builder_version=&#8221;4.27.9&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;bottom_right&#8221; z_index=&#8221;100&#8243; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;6rem||||false|false&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;Title Block&#8221; module_class=&#8221;LargeurBox&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; animation_style=&#8221;fade&#8221; collapsed=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.19.5&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Sous-titre&#8221; module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#81919e&#8221; text_font_size=&#8221;13px&#8221; custom_margin=&#8221;||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\">The SQORUS Choice<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; 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module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#81919e&#8221; text_font_size=&#8221;13px&#8221; custom_margin=&#8221;||15px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Who are we?<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_45&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#1c2124&#8243; header_font=&#8221;||||||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Discover the strengths of the SQORUS strategy<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.24.3&#8243; 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