{"id":523837,"date":"2024-06-20T08:12:22","date_gmt":"2024-06-20T08:12:22","guid":{"rendered":"https:\/\/www.capgemini.com\/mx-es\/?p=523837&#038;preview=true&#038;preview_id=523837"},"modified":"2025-04-03T17:40:40","modified_gmt":"2025-04-03T17:40:40","slug":"three-data-foundation-strategies-for-scope-3","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/three-data-foundation-strategies-for-scope-3\/","title":{"rendered":"Three data-foundation strategies for scope 3"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Three data-foundation strategies for scope 3<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Sa\u0308ntti_Roosa_003_highres.jpg?w=960?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Roosa S\u00e4ntti<\/h5><h5 class=\"blog-date\">28 February 2023<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/three-data-foundation-strategies-for-scope-3\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/three-data-foundation-strategies-for-scope-3\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">Scope 3 emissions pose one of the biggest dilemmas within corporate sustainability agendas. Our view is that a data-powered approach is a key to solving it. The good news is that getting a better grip on emissions data not only helps cope with mandatory regulations, it also provides additional business potential and builds data mastery. Here are three foundational strategies to get started.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p class=\"has-medium-font-size\"><\/p>\n\n\n\n<p>Long gone are the days when an organization\u2019s sustainability ranking was only judged by the impact of its own actions. Organizations that cannot provide relevant Scope 3 data in public reporting face the likelihood of stakeholders criticizing them for providing an incomplete picture of their total environmental impact. A company\u2019s Scope 3 emissions account for 65 to 95 percent of the total CO2 footprint, but the findings from Capgemini Research Institute\u2019s latest <a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/data-for-net-zero\/\">Data for Net Zero<\/a> research show that only 22 percent of companies are measuring Scope 3 data today. This means that a majority of companies overlook most of their carbon footprints and simultaneously ignore the business value potential from emissions data.<\/p>\n\n\n\n<p class=\"has-vivid-green-cyan-color has-text-color has-medium-font-size\"><strong>The complexity of Scope 3<\/strong> <\/p>\n\n\n\n<p>A company\u2019s carbon footprint consists of Scope 1, 2, and 3 greenhouse gas emissions. Scope 3 emissions result from activities that are not directly owned or controlled by the company, including those coming from suppliers, distributors, partners, and customers. They are divided into 15 categories.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/Graph-image-1.png?w=960\" alt=\"\" class=\"wp-image-864614\"\/><\/figure>\n\n\n\n<p>Measuring and reducing emissions and focus on shifts, but some valid Scope 3 measures are:<\/p>\n\n\n\n<p>\u2022 Avoid unnecessary business travel and inefficient modes of transport<\/p>\n\n\n\n<p>\u2022 Switch to lower-emission fuels and vehicles<br><br>\u2022 Manufacture more energy-efficient products<\/p>\n\n\n\n<p>\u2022 Design durable, recyclable products.<\/p>\n\n\n\n<p>Although sharing Scope 3 emission information has been optional for most businesses so far, both US and EU regulators are now pushing for increased transparency, and companies will increasingly face new regulatory requirements. Furthermore, companies are also realizing the business potential that sustainable value chains, operations, and products can provide. Findings from the Capgemini Research Institute show that 85 percent of organizations recognize the business value of emissions data, but it remains inadequately used: 45 percent of the companies use the data only for reporting.<\/p>\n\n\n\n<p class=\"has-vivid-cyan-blue-color has-white-background-color has-text-color has-background\"><em><strong>\u201cWithout accurate data and the skills to use it, you don\u2019t only struggle to report the right numbers, but it also becomes impossible to make predictions for the future and steer your business towards net-zero.\u201d<\/strong><\/em><\/p>\n\n\n\n<p class=\"has-vivid-green-cyan-color has-text-color has-medium-font-size\"><strong>The Scope 3 dilemma is all about solving a big data challenge<\/strong><\/p>\n\n\n\n<p>Scope 3 emissions come from external parties, so collecting accurate and reliable data can be particularly challenging. Without accurate data and the skills to use it, organizations not only struggle to report the right numbers but also to make predictions for the future and steer the business toward net-zero targets. So, Scope 3 is a big data challenge: reliable emissions data is needed for both asking the right questions and providing the right answers. But how to get started? Here are three data-foundation strategies that get things moving in the Scope 3 space.<\/p>\n\n\n\n<p class=\"has-small-font-size\"><strong>Emissions data collection: start with identifying hotspots<\/strong><\/p>\n\n\n\n<p>When a company has defined net-zero targets, it usually has already created an understanding of the most carbon-intensive parts of the value chain. For example, to a manufacturing company, such a hotspot might be logistics. A data-collection strategy for Scope 3 is a plan aligned with the sustainability strategy. It describes what data is needed, from where to collect it, and what to measure. With Scope 3, organizations should always aim at getting the source data if available. In practice, this means reaching out to suppliers and partners and asking for emissions data allocated to the products and services purchased. In some cases, when the actual data cannot be accessed, another way to estimate the activity data should be agreed.<\/p>\n\n\n\n<p>As with all data these days, a smart approach should be used. Hence, instead of collecting it all, focus on what data is really needed to understand where the organization is, and make predictions for the future.<\/p>\n\n\n\n<p class=\"has-small-font-size\"><strong>Establish a shared single source of emissions data<\/strong><\/p>\n\n\n\n<p>A hub to ingest and store data in one place is next. The data will come in different formats and structures, and a common emissions data model will help make sense of it. Major cloud-platform providers such as Microsoft, Snowflake, and AWS have already developed accelerators in their stacks to support Scope 3 emissions data collection, modelling, and analytics. One advantage of these cloud platforms is that they tend to have great data collection and sharing capabilities for data outside the organization. In the end, Scope 3 is all about sharing across the data ecosystem. Once the data is in one place, it is possible to use this single source of truth for multiple purposes, such as carbon accounting, reporting, or analytics.<\/p>\n\n\n\n<p class=\"has-small-font-size\"><strong>Let data lead the people<\/strong><\/p>\n\n\n\n<p>Calculating and reporting Scope 3 emissions can still be considered a quite straightforward part of the puzzle. When an organization starts building analytical models, what-if scenarios, or utilizing advanced AI \u2013 for example with digital twins \u2013 it gets tougher. The tricky part is how to make people trust the data and make decisions based on it. The data-powered sustainability game is, in the end about people, culture, and the right skills. As an example, in the manufacturing industry, R&amp;D and procurement teams are at the heart of change. These teams decide what kind of products to make, materials and processes to use, and from where to buy. When these teams have knowledge of the net-zero targets, understand their role in reaching them, and have access to data, tools, and insights that lead the way, change can happen.<\/p>\n\n\n\n<p>Emissions data literacy is a quality that involves people, tools, and processes. Similarly, to financial data literacy, emissions data and related skills are essential tools for tomorrow\u2019s leaders. It is evident that one of the toughest elements in the race to net-zero lies in Scope 3. Despite this big data challenge, here\u2019s the good news: by adopting a data-powered approach \u2013 starting with three foundational strategies \u2013 a business can take a leap towards a net-zero future, building data-management capabilities and data mastery along the way.<\/p>\n\n\n\n<p><strong>INNOVATION TAKEAWAYS<\/strong><\/p>\n\n\n\n<p><strong><em>BE SMART WITH DATA COLLECTION<\/em><\/strong><\/p>\n\n\n\n<p>For Scope 3, identify hotspots, collect what is really needed, and aim always for the critical data.<\/p>\n\n\n\n<p><strong><em>ESTABLISH A SINGLE SOURCE OF TRUTH<\/em><\/strong><\/p>\n\n\n\n<p>Collect and store this data in a central place and manage it on top of a common sustainability data model.<\/p>\n\n\n\n<p><strong><em>SUPPORT AND EDUCATE<\/em><\/strong><\/p>\n\n\n\n<p>Equip teams with the skills and tools to understand and use emissions data for business decisions, investing in a net-zero future.<\/p>\n\n\n\n<p><strong>Interesting read?<\/strong><\/p>\n\n\n\n<p><strong>Capgemini\u2019s Innovation publication,<\/strong>&nbsp;<strong><a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/data-powered-innovation-review-wave-5\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data-powered Innovation Review | Wave 5<\/a>&nbsp;features 19 such articles crafted by leading Capgemini and partner experts, about looking beyond the usual surroundings and be inspired by new ways to elevate data &amp; AI. Explore the articles on serendipity, data like poker, circular economy, or data mesh. In addition, several articles are in collaboration with key technology partners such <a href=\"https:\/\/aws.amazon.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS<\/a>, <a href=\"https:\/\/www.denodo.com\/en\" target=\"_blank\" rel=\"noreferrer noopener\">Denodo<\/a>, <a href=\"https:\/\/www.databricks.com\" target=\"_blank\" rel=\"noreferrer noopener\">Databricks<\/a> and <a href=\"https:\/\/www.dataiku.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Dataiku<\/a>.&nbsp;<a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/data-powered-innovation-review\/\" target=\"_blank\" rel=\"noreferrer noopener\">Find all previous Waves here<\/a>.<\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h3 data-maxlength=\"34\">Author:<\/h3><\/div><\/div><div class=\"slider 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aria-label=\"Siguiente\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":315,"featured_media":523838,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"81a6fb4c-2046-4eb9-b80e-47c4e1c0e197\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[49],"content-group":[],"class_list":["post-523837","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","blog-topic-data-and-ai"],"yoast_head":"<!-- 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