{"id":22370,"date":"2021-02-02T13:51:14","date_gmt":"2021-02-02T12:51:14","guid":{"rendered":"https:\/\/www.striped-giraffe.com\/expertise\/data-management\/data-quality\/"},"modified":"2025-08-11T16:33:13","modified_gmt":"2025-08-11T14:33:13","slug":"data-quality","status":"publish","type":"page","link":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/data-quality\/","title":{"rendered":"Data Quality"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row full_width=&#8221;stretch_row&#8221; full_height=&#8221;yes&#8221; bg_type=&#8221;image&#8221; parallax_style=&#8221;vcpb-default&#8221; bg_image_new=&#8221;id^27346|url^https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/08\/Data_Quality_Header.jpg|caption^Striped Giraffe Data Quality|alt^Data Quality|title^Striped Giraffe Data Quality|description^null&#8221; css=&#8221;.vc_custom_1629466720377{margin-top: 0px !important;border-bottom-width: 100px !important;padding-top: 300px !important;padding-bottom: 300px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][vc_column css_animation=&#8221;slideInUp&#8221;][vc_column_text]<\/p>\n<h1 style=\"text-align: left;\"><span style=\"color: #ffffff;\">Data Quality<\/span><\/h1>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;closetotop&#8221; css=&#8221;.vc_custom_1609844996078{padding-top: 50px !important;background-color: #ffffff !important;}&#8221;][vc_column][vc_column_text]<\/p>\n<h3 style=\"text-align: left;\"><strong>Reliable decisions start with reliable data.<\/strong> We support clients across all industries and company sizes in the targeted implementation of their data quality frameworks.<\/h3>\n<p>[\/vc_column_text][vc_separator color=&#8221;black&#8221; border_width=&#8221;5&#8243; el_width=&#8221;10&#8243; css=&#8221;.vc_custom_1609845029454{margin-top: 50px !important;}&#8221;][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1610526496545{margin-top: 50px !important;margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\"><strong data-start=\"127\" data-end=\"145\">The<br \/>\nFoundation<\/strong><\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1612276656106{padding-left: 0px !important;}&#8221;][vc_column_text]<\/p>\n<p data-start=\"127\" data-end=\"327\">Whether in omnichannel commerce, regulated industries, or manufacturing, companies make countless decisions every day based on data. But how reliable is that information, really?<\/p>\n<p data-start=\"329\" data-end=\"547\">Data quality is not a \u201cnice-to-have\u201d \u2013 it is the foundation for efficiency, compliance, and customer-centricity. We help you turn inaccurate, outdated, or inconsistent data into a trustworthy basis for decision-making.<\/p>\n<p data-start=\"549\" data-end=\"797\">We support organizations of all sizes and industries in implementing targeted data quality frameworks. Our approach is typically process-driven \u2013 ensuring that all data-generating processes are designed from the outset to deliver high-quality data.<\/p>\n<p>[\/vc_column_text][vc_empty_space][vc_btn title=&#8221;Your AI Foundation&#8221; link=&#8221;url:https%3A%2F%2Fwww.striped-giraffe.com%2Fen%2Fexpertise%2Fdata-management%2Fai-readiness%2F|title:AI-Readiness&#8221;][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1612185823003{margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\"><strong data-start=\"804\" data-end=\"841\">DQ is<br \/>\nBusiness-<br \/>\nCritical<\/strong><\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<p data-start=\"804\" data-end=\"960\">Poor data quality is costly \u2013 according to Gartner, it can lead to revenue losses of up to 15% per year. The causes:<\/p>\n<ul data-start=\"962\" data-end=\"1146\">\n<li data-start=\"962\" data-end=\"999\">\n<p data-start=\"964\" data-end=\"999\">Duplicates and flawed master data<\/p>\n<\/li>\n<li data-start=\"1000\" data-end=\"1052\">\n<p data-start=\"1002\" data-end=\"1052\">Inconsistent product information across channels<\/p>\n<\/li>\n<li data-start=\"1053\" data-end=\"1101\">\n<p data-start=\"1055\" data-end=\"1101\">Missing validations in operational processes<\/p>\n<\/li>\n<li data-start=\"1102\" data-end=\"1146\">\n<p data-start=\"1104\" data-end=\"1146\">Lack of transparency across data sources<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1148\" data-end=\"1275\">The consequences: incorrect reports, inefficient processes, missed market opportunities \u2013 and, in many cases, compliance risks.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1612185823003{margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\">Defining DQ<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<p data-start=\"804\" data-end=\"960\">According to the ISO standard for quality management, quality is the degree to which specified requirements are met. The same applies to data. Using defined <em data-start=\"1467\" data-end=\"1492\">data quality dimensions<\/em>, we identify measurable data attributes that allow us to evaluate quality based on clear standards \u2013 and derive the appropriate actions.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1612280769660{margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\">More than<br \/>\nIT<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<p data-start=\"1636\" data-end=\"1927\">Data quality is often seen as an IT responsibility. In our view, however, it is a company-wide commitment. Data quality initiatives must span the entire data lifecycle \u2013 from the moment data is created to the moment it is used \u2013 in order to enable powerful data stories.<\/p>\n<p data-start=\"1929\" data-end=\"2088\">Every business process should align with the data management strategy so that quality, security, and standardization can work together as a balanced ecosystem.<\/p>\n<p data-start=\"2090\" data-end=\"2238\">That\u2019s why the data quality frameworks we develop with your stakeholders define not only IT-related roles, but also actively involve business units.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1754580599322{margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\">Choosing<br \/>\nthe right technology<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<p data-start=\"2245\" data-end=\"2445\">Modern data quality concepts are, of course, supported by sophisticated software solutions that continuously monitor and improve data quality through defined rules.<\/p>\n<p data-start=\"2447\" data-end=\"2808\">We support you throughout the entire lifecycle of your data quality initiative \u2013 from selecting the right tools and designing a robust framework, to developing a proof of concept and fully implementing the solution. The required data quality rules are defined together with your business experts based on your specific requirements \u2013 and then implemented by us.<\/p>\n<p data-start=\"2810\" data-end=\"3119\">Our approach is technology-agnostic: We adapt to your existing system landscape \u2013 not the other way around. Whether SAP, Stibo Systems, Informatica, Akeneo, or custom-built solutions \u2013 we bring the integration expertise needed to establish and automate your data quality processes efficiently and sustainably.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1705594847166{margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\">Our<br \/>\napproach<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<p data-start=\"3126\" data-end=\"3312\">We take a holistic view of data quality \u2013 strategically, technologically, and operationally. Our methodology combines best practices with extensive project experience.<\/p>\n<p data-start=\"3314\" data-end=\"3344\"><strong data-start=\"3314\" data-end=\"3342\">1. Analysis &amp; Assessment<\/strong><\/p>\n<ul data-start=\"3345\" data-end=\"3515\">\n<li data-start=\"3345\" data-end=\"3393\">\n<p data-start=\"3347\" data-end=\"3393\">Data quality audit: automated and rule-based<\/p>\n<\/li>\n<li data-start=\"3394\" data-end=\"3471\">\n<p data-start=\"3396\" data-end=\"3471\">Definition of relevant metrics (e.g., accuracy, consistency, completeness)<\/p>\n<\/li>\n<li data-start=\"3472\" data-end=\"3515\">\n<p data-start=\"3474\" data-end=\"3515\">Prioritization based on business impact<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3517\" data-end=\"3548\"><strong data-start=\"3517\" data-end=\"3546\">2. Governance &amp; Processes<\/strong><\/p>\n<ul data-start=\"3549\" data-end=\"3732\">\n<li data-start=\"3549\" data-end=\"3612\">\n<p data-start=\"3551\" data-end=\"3612\">Definition of roles and responsibilities (Data Stewardship)<\/p>\n<\/li>\n<li data-start=\"3613\" data-end=\"3680\">\n<p data-start=\"3615\" data-end=\"3680\">Establishment of clear workflows (e.g., product data onboarding)<\/p>\n<\/li>\n<li data-start=\"3681\" data-end=\"3732\">\n<p data-start=\"3683\" data-end=\"3732\">Integration into existing MDM or PIM structures<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3734\" data-end=\"3766\"><strong data-start=\"3734\" data-end=\"3764\">3. Automation &amp; Monitoring<\/strong><\/p>\n<ul data-start=\"3767\" data-end=\"3926\">\n<li data-start=\"3767\" data-end=\"3817\">\n<p data-start=\"3769\" data-end=\"3817\">Rule-based validation and correction proposals<\/p>\n<\/li>\n<li data-start=\"3818\" data-end=\"3862\">\n<p data-start=\"3820\" data-end=\"3862\">Continuous monitoring and KPI dashboards<\/p>\n<\/li>\n<li data-start=\"3863\" data-end=\"3926\">\n<p data-start=\"3865\" data-end=\"3926\">Seamless integration with existing IT systems and platforms<\/p>\n<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css=&#8221;.vc_custom_1705594858722{margin-bottom: 100px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\">Let&#8217;s talk<\/h2>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h3>Do you need a <strong>specific\u00a0offer<\/strong> or a <strong>sparring partner <\/strong>to discuss ideas?<\/h3>\n<h3>Just contact us:<\/h3>\n<ul>\n<li><a href=\"mailto:experts@striped-giraffe.com\">experts@striped-giraffe.com<\/a><\/li>\n<li><span style=\"color: #ef6c00;\">+49 (0)89-416 126-667<\/span><\/li>\n<\/ul>\n<p>[\/vc_column_text]<a class=\"calendly\" href=\"\" onclick=\"Calendly.initPopupWidget({url: 'https:\/\/calendly.com\/striped-giraffe\/30min'});return false;\">Or book a meeting<\/a>[vc_column_text css=&#8221;.vc_custom_1705587124145{margin-top: 32px !important;}&#8221;]<\/p>\n<h3>We will be happy to support you.<\/h3>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; bg_type=&#8221;bg_color&#8221; css=&#8221;.vc_custom_1705594802511{padding-top: 100px !important;padding-bottom: 100px !important;}&#8221; bg_color_value=&#8221;#000000&#8243;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\"><span style=\"color: #ffffff;\">FULL-SERVICE FOR YOUR DIGITAL CHALLENGE<\/span><\/h2>\n<p><span style=\"color: #ffffff;\">No matter what digital challenge you are facing, we will support you. With various specialists in our team and our network of experts, we find the right solution for every problem.<\/span>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>IT Consulting<\/h2><h3 style='color:#ffffff;'>Fresh ideas and in-depth know-how for your business<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Challenging times demand adequate and flexible solutions. The range is huge. The right solution can be found or developed for every company and every problem.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/services\/it-consulting\/' style='color:#ffffff;'>IT Consulting<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Teaser_IT_Consulting.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Teaser_IT_Consulting-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>PROJECT MANAGEMENT<\/h2><h3 style='color:#ffffff;'>Digital solutions that meet all requirements<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Our project managers stand for the optimal fulfillment of the requirements from the areas of business, user, and technology.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/services\/project-management\/' style='color:#ffffff;'>Project Management<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Projectmanagement_Teaser-600x960.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Projectmanagement_Teaser-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#000000;font-family:DinWebPro Bold;'>Development<\/h2><h3 style='color:#000000;'>We develop innovative solutions<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>We provide complete development teams on our own responsibility or complement existing teams with our expertise.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/services\/development\/' style='color:#ffffff;'>Development<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Teaser_Development.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/Teaser_Development-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>User Experience<\/h2><h3 style='color:#ffffff;'>We create customer experiences that inspire<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>We focus on the user in order to create a stunning customer experience.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/services\/user-experience\/' style='color:#ffffff;'>User Experience<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/UX_UI_Teaser-2-600x960.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/UX_UI_Teaser-2-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"Data Quality Reliable decisions start with reliable data. We support clients across all industries and company sizes in the targeted [...]","protected":false},"author":1,"featured_media":0,"parent":19720,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v20.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Quality - Striped Giraffe<\/title>\n<meta name=\"description\" content=\"Exceptional data quality serves as the cornerstone for informed decision-making and sustainable business success.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/data-quality\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Quality\" \/>\n<meta property=\"og:description\" content=\"Exceptional data quality serves as the cornerstone for informed decision-making and sustainable business success.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/data-quality\/\" \/>\n<meta property=\"og:site_name\" content=\"Striped Giraffe\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-11T14:33:13+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/data-quality\/\",\"url\":\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/data-quality\/\",\"name\":\"Data Quality - 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