{"id":16673,"date":"2025-01-19T12:59:14","date_gmt":"2025-01-19T17:59:14","guid":{"rendered":"https:\/\/dataknow.io\/?p=16673"},"modified":"2025-01-19T13:07:40","modified_gmt":"2025-01-19T18:07:40","slug":"data-driven-mindset-and-data-governance-to-take-an-enterprise-to-the-next-level","status":"publish","type":"post","link":"https:\/\/dataknow.io\/en\/data-driven-mindset-and-data-governance-to-take-an-enterprise-to-the-next-level\/","title":{"rendered":"Data Driven Mindset and data governance to take an enterprise to the next level"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16673\" class=\"elementor elementor-16673\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-06aab3c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"06aab3c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c055597 ot-flex-column-vertical\" data-id=\"c055597\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bfe0fcf elementor-widget elementor-widget-text-editor\" data-id=\"bfe0fcf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><b>By DataKnow Editor<\/b><\/p><p>All organizations, from SMEs to the largest, should aim to establish a culture of data management (Data Driven mindset or data driven culture).<\/p><p>A data-driven culture and the establishment of a <b>data governance <\/b>or <b>data government<\/b> provide elements of differentiation to stand out from the competition in innovation, digital transformation, compliance with the legal framework, increased sales margins and productivity, customer satisfaction and reduced security risks.<\/p><p><span style=\"letter-spacing: -0.2px;\">We talk about:<\/span><\/p><ul><li>Decision making supported by intelligent and efficient data management.<\/li><li>Adopting an environment of total immersion in the collection, processing, storage, interpretation and use of data and information to take the company to another level of efficiency.<\/li><li>Develop optimal operational processes that are critical, key and have a significant impact on business growth.<\/li><li>Create an operational and organizational \u201cknowledge cloud\u201d that covers and controls all areas of the company.<\/li><li>And never, for any reason, rely on subjectivity (feelings, intuitions, emotions or opinions) or \u201cvariables\u201d that are not quantifiable or measurable. This must be true at all levels of the company, from operational to top management.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-16e9e60 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16e9e60\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-06eb98d ot-flex-column-vertical\" data-id=\"06eb98d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8561512 elementor-widget elementor-widget-image\" data-id=\"8561512\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven-1024x682.jpg\" class=\"attachment-large size-large wp-image-9092\" alt=\"La Cultura Data Driven puede ser adoptada por cualquier tipo de negocio.\" srcset=\"https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven-1024x682.jpg 1024w, https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven-300x200.jpg 300w, https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven-768x512.jpg 768w, https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven-750x500.jpg 750w, https:\/\/dataknow.io\/wp-content\/uploads\/2022\/05\/la-cultura-data-driven.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">La Cultura Data Driven puede ser adoptada por cualquier tipo de negocio. Photo Karolina Grabowska - Pexels.com.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b02d520 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b02d520\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5562616 ot-flex-column-vertical\" data-id=\"5562616\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-279b3c8 elementor-widget elementor-widget-heading\" data-id=\"279b3c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">Data Driven mindset: living, thinking and working in data<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70dc680 elementor-widget elementor-widget-text-editor\" data-id=\"70dc680\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The Data Driven mindset or Data Driven culture is an integrated work method in which the company bases all its decision making and strategic planning on the collection and analysis of information.<\/p><p><span style=\"letter-spacing: -0.2px;\">This approach makes it possible to visualize a complete picture of the organization and to take advantage of opportunities, anticipate new trends and potential problems.<\/span><\/p><p><span style=\"letter-spacing: -0.2px;\">This integration is achieved with the implementation of tools based on analytical models that work with the relationships between data to simplify and understand the complexity of the phenomena observed in the company.<\/span><\/p><p><span style=\"letter-spacing: -0.2px;\">These models use probability, statistics, machine learning, artificial intelligence, as well as technologies for the management and storage of large volumes of data.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a1c690 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a1c690\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9b3146 ot-flex-column-vertical\" data-id=\"b9b3146\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32cc034 elementor-widget elementor-widget-heading\" data-id=\"32cc034\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Driven mindset and the four data analytic <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b64ba2 elementor-widget elementor-widget-text-editor\" data-id=\"9b64ba2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Each model has a different approach that optimizes interpretation and increases the accuracy and value of the results, namely:<\/p><p><b>Descriptive (special for SMEs and ventures).<\/b><\/p><p>Correspond to tools that collect and show the structure and relationships between data. For example, customer portfolio segmentation.<\/p><p><b>Predictive (for companies looking to expand)<\/b><\/p><p>Their purpose is to convert a future situation of uncertainty into a probability of success. For example, estimating and forecasting future sales demand or the payment risks of a savings plan.<\/p><p><b>Prescriptive (aimed at consolidated companies with a broad geographic scope).<\/b><\/p><p>Identify and optimize the best actions for the business. For example, timely notifications of preventive maintenance services.<\/p><p><b>Diagnostic or explanatory:<\/b> (for large companies and big data) explain why things happen inside or outside the organization. For example, variations in external demands or in the company&#8217;s delivery times.<\/p><p>The Magora-System domain offers a very illustrated overview of the four levels of the Data Driven Mindset and several tool options based on these.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7043013 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7043013\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fb99bb0 ot-flex-column-vertical\" data-id=\"fb99bb0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63ac6dd elementor-widget elementor-widget-heading\" data-id=\"63ac6dd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Governance - The Supremacy of Data<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0080853 elementor-widget elementor-widget-text-editor\" data-id=\"0080853\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To achieve the success of these two management models in your company, you must:<\/p><p><b>Implement the data governance policy:<\/b><\/p><p>Governance is alignment with the business objectives, from its collection to the processing and final collection of information; it must be reliable, coherent, organized, transparent and of high quality.<\/p><p><b>Establish data democratization:<\/b><\/p><p>Make data resources and tools available to all team members and make the information truly accessible and readable.<\/p><p>This facilitates planning, ensures transparency, reduces misunderstandings and saves time.<\/p><p><b>Get the team moving in the same direction:<\/b><\/p><p>That values, goals, vision and mission are shared. Everyone goes for the achievement of the objectives.<\/p><p><b>Train the work team:<\/b><\/p><p>So that they know the technological tools and how to use them in each context and get the most out of each one.<\/p><p><b>Use digital tools that facilitate management:<\/b><\/p><p>That are in line with the characteristics of your processes, of your organization, so that users are able to quickly analyze data and carry out projects.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-02b1513 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"02b1513\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-543a0d9 ot-flex-column-vertical\" data-id=\"543a0d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-808741a elementor-widget elementor-widget-heading\" data-id=\"808741a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Driven Culture and Data Governance in your business<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-375ee3c elementor-widget elementor-widget-text-editor\" data-id=\"375ee3c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>IBM refers to data governance as the development and application of rules, policies, processes and standards for the management of organizational data, which are considered strategic assets.<\/p><p>It is a formal documentation process that regulates the entire data and information management process.<\/p><p>This \u201cinstitutionality\u201d must be in charge of a management team and specialists in technology and business areas under the mission of ensuring that data has: regulation, authorized use, standardization, documentation, quality and value.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A data-driven culture and the establishment of a data governance or data government provide elements of differentiation to stand out from the competition in innovation, digital transformation.<\/p>\n","protected":false},"author":2,"featured_media":8343,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[200],"tags":[470,512,586,1001,543,677,546,1000,489,917],"class_list":["post-16673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-governance","tag-business-intelligence","tag-business-optimization","tag-data-analytics-en","tag-data-driven-mindset-en","tag-data-governance","tag-data-management","tag-data-driven-decision-making","tag-digital-strategy","tag-digital-transformation","tag-technological-innovation-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.4 - 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