{"id":12328,"date":"2022-10-10T10:35:39","date_gmt":"2022-10-10T08:35:39","guid":{"rendered":"https:\/\/www.sqorus.com\/?p=12328"},"modified":"2026-05-21T10:55:32","modified_gmt":"2026-05-21T08:55:32","slug":"how-to-develop-a-data-driven-culture","status":"publish","type":"post","link":"https:\/\/www.sqorus.com\/en\/how-to-develop-a-data-driven-culture\/","title":{"rendered":"How do you develop a data-driven culture?"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|0px|0px|0px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row module_class=&#8221;enbref&#8221; _builder_version=&#8221;4.27.5&#8243; custom_margin=&#8221;||5%||false|false&#8221; custom_padding=&#8221;0px|||||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text module_class=&#8221;enbref-content&#8221; _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||12%||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong>In brief<\/strong><\/p>\n<p>Becoming a data-driven company is more than just deploying tools. It&#8217;s above all a cultural, organizational and human challenge. COMEX sponsorship, data governance, high-impact use cases, data literacy training: discover the essential levers for developing a sustainable data-driven culture in your organization.  <\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.19.1&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>What is a data-driven company?<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>A data-driven company is a data-driven structure. This means that it uses data as a lever for making informed decisions to drive its business, with a view to improving performance and creating value.<\/p>\n<p>Aware of this, companies must start a <strong>data transformation<\/strong> process in order to become data-driven structures to continue to exist in an increasingly complex environment. A study conducted by Deloitte in 2019, shows that of the panel of companies wishing to become data-driven, only 32% succeed.<\/p>\n<p>This transformation of companies is not simple. Before being a technological issue, it implies first and foremost a challenge in terms of culture, processes and above all people. To create a data-driven culture, companies must take action.<\/p>\n<p>These challenges are directly linked to the <a href=\"https:\/\/www.sqorus.com\/en\/what-are-the-main-issues-facing-hrds-today\/\" title=\"major issues facing HR departments today\">major issues facing HR departments today<\/a>, as they seek to transform HR data into a lever for strategic management.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.19.1&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>1. Have the COMEX take up the data challenge<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>&#8220;<em>The first thing was really this managerial will to place data at the center of Microsoft&#8217;s transformation&#8221;<\/em> Lionel Gourvitch, Director of Data&#038;IA Strategy &#8211; Microsoft.<\/p>\n<p>The issue of data is above all a strategic and transversal lever of action carried by the COMEX. Without a strong commitment from top management to<strong>integrate data culture into its strategic plan<\/strong>, this transformation will never take place.<\/p>\n<p>What&#8217;s more, this approach ensures that all corporate bodies, right down to the lowest level, pay particular attention to data.<\/p>\n<p>With a clear vision and measurable objectives at all levels, management is the driving force behind the project and encourages all employees to get involved in the process, enabling the company to succeed in this transformation.<\/p>\n<p>The COMEX sponsorship of the <strong>data transformation<\/strong> also ensures a budgetary envelope, enabling investment in the infrastructures necessary for this transformation. Indeed, becoming a data-driven company implies heavy investments to collect, clean, model, analyze, visualize, secure and store a large amount of data.<\/p>\n<p>In the majority of organizations, <a href=\"https:\/\/www.sqorus.com\/en\/data-analytics\/hr-data-ai\/\" title=\"HR data expertise\">HR data<\/a> has been built without any overall intention, by piling up tools (HRIS, ATS, LMS, local Excel files) without any overall vision. It&#8217;s not uncommon to see datalake projects launched by the IT department without integrating <strong>HR data<\/strong>. Not out of rejection, but out of habit: <strong>HR data<\/strong> is not spontaneously perceived as strategic, unlike financial or customer data. Without an explicit decision at COMEX level, this pattern is repeated indefinitely.   <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.0&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>2. Implement data governance<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>&#8220;<em>Data Governance Is About People and Process, Not Technology&#8221;<\/em> Terence Siganakis, CEO of Growing Data<\/p>\n<p>This mass of data produced by companies requires ad hoc <strong>data governance<\/strong>. Indeed, the challenge lies in being able to move from an anarchic, visionless data management mode to a reliable organization that guarantees access to quality and compliant data. Data governance must impact the organization of the company in order to make it able to manage its data efficiently. To achieve this, companies need to reconsider the way they process data.<\/p>\n<p>Data governance consists of putting in place a data management framework based on a set of processes, rules, standards and roles that guarantee the use of company-generated data to develop business and innovation.<\/p>\n<p>Good data governance is built around 2 pillars:<\/p>\n<ul>\n<li><strong>Define a frame of reference for data use and processing<\/strong>. Data governance must make it possible to define rules and standards to guarantee the quality, compliance (GDPR), security and availability of data (decompartmentalizing data).<\/li>\n<\/ul>\n<ul>\n<li><strong>Define the players, roles and bodies involved.<\/strong>  To ensure smooth collaboration within the company and create a sustainable ecosystem, it is essential to identify the players involved in the data governance process. Roles, responsibilities and decision-making bodies are used to decide on strategic directions.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; background_color=&#8221;#f7fbff&#8221; custom_margin=&#8221;||12%||false|false&#8221; custom_padding=&#8221;5%|5%|5%|5%|true|true&#8221; border_radii=&#8221;on|23px|23px|23px|23px&#8221; locked=&#8221;off&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>To find out more about the challenges of HR data quality, our article on <a href=\"https:\/\/www.sqorus.com\/en\/hr-data-quality-guarantee-reliable-data-strategic-decisions\/\" title=\"data quality RH\">HR data quality<\/a> details the methods for guaranteeing reliable data to support your strategic decisions.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>3. Demonstrate the usefulness of data with simple, high value-added use cases.<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.23.1&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><em>&#8220;Start small and demonstrate measurable business outcomes&#8221; Randy Bean, author of &#8220;Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI.&#8221;  <\/em><\/p>\n<p>In the imagination of many employees, data-related issues are primarily the concern of technical teams. It&#8217;s a common misconception in many companies, and one that holds back organizations engaged in data transformation. An EPSILON study on &#8220;data maturity&#8221; highlights that 81% of employees surveyed consider data to be more than just a trendy topic.<\/p>\n<p>To make a success of this transformation, it&#8217;s imperative for companies to<strong>involve their business in data projects<\/strong>. Because data only comes to answer a problem, or create value for the customer. Without business, data is worthless. A successful data project must be based on a &#8220;Pain Point&#8221; clearly identified by the business.<\/p>\n<p>However, the choice of the use case that inaugurates the data work in the company is strategic. It must be clearly identified, understandable to all and have a strong impact. It emerges through collaboration between data experts and business representatives.<\/p>\n<p>By starting with a critical use case, decision-makers can quickly demonstrate the value of data and establish the legitimacy of investments through &#8220;Quick Wins. The objective is to create a positive dynamic around a significant success story for the whole company, highlighting clear KPIs, and to communicate on the return on investment generated by the project. This usage-based approach helps convert even the most skeptical.<\/p>\n<p>Building on this high-impact success, the organization will iteratively engage in a continuous learning cycle that will lead to process refinements, larger projects, and a data culture. The more data projects there are, the more the business will be involved and understand the issues, and the more the data culture will spread throughout the company. Around this use case, the challenge is to show that the success of a data project is the fruit of cooperation between data experts and non-experts.<\/p>\n<p>In this learning process, one point of attention must be followed, that of the stigmatization of failure. Indeed, <strong>the data mining phase<\/strong> does not always lead to conclusive results for the business. The managerial line must be made aware of the management of failure in order not to slow down the dynamics of the teams.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; background_color=&#8221;#f7fbff&#8221; custom_margin=&#8221;||12%||false|false&#8221; custom_padding=&#8221;5%|5%|5%|5%|true|true&#8221; border_radii=&#8221;on|23px|23px|23px|23px&#8221; locked=&#8221;off&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Examples of high-impact <strong>HR data use cases<\/strong> to get you started:<\/p>\n<ul>\n<li>Predictive turnover analysis to anticipate departures and reduce replacement costs, our article on <a href=\"https:\/\/www.sqorus.com\/en\/turnover-indicators-analyze-reduce\/\" title=\"indicators to analyze and reduce turnover\">indicators to analyze and reduce turnover<\/a> gives you the keys to get started.<\/li>\n<li>Payroll optimization through data visualization: discover how to <a href=\"https:\/\/www.sqorus.com\/en\/turnover-how-to-optimize-payroll-costs-with-powerbi-visualization\/\" title=\"use Power BI to optimize your payroll costs\">use Power BI to optimize your payroll costs<\/a><\/li>\n<li>Leveraging HR data to attract and retain talent, our article on how to <a href=\"https:\/\/www.sqorus.com\/en\/how-can-hr-data-be-used-to-attract-retain\/\">use HR data to attract and retain talent<\/a> details concrete approaches<\/li>\n<li>Identify critical skills and gap risks using<a href=\"https:\/\/www.sqorus.com\/en\/predictive-analysis-tools-for-hr\/\" title=\"predictive HR analysis\">predictive HR analysis<\/a><\/li>\n<\/ul>\n<p>Building on this high-impact success, the organization will iteratively engage in a circle of continuous learning that will lead to the refinement of processes, the launch of more ambitious projects and the establishment of a sustainable data culture.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>4. Building data skills at all levels<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>&#8220;<em>Data transformation is essentially a matter for non-specialists &#8221; <\/em>Julien Levy &#8211; Affiliate Professor at HEC Paris<\/p>\n<p>With the growth of data-related activities, several new professions have emerged. If you want to succeed in your transformation, you need to surround yourself with data specialists.<\/p>\n<ul>\n<li><strong>Data manager<\/strong>: oversees the collection and organization of company data, with a view to optimizing its use.<\/li>\n<li><strong>Data engineer<\/strong>: ensures that data is available within the company<\/li>\n<li><strong>Data analyst<\/strong>: exploits and interprets data to extract observations and trends useful to the business.<\/li>\n<li><strong>Data scientist<\/strong>: develops algorithms to make the masses of data available speak to business needs.<\/li>\n<li><strong>Data protection officer<\/strong>: ensures compliance with data protection legislation (GDPR)<\/li>\n<li><strong>Data Product Owner<\/strong>: guarantor of the business value of data products, this emerging role is detailed in our article on the <a href=\"https:\/\/www.sqorus.com\/en\/data-analytics\/data-product-owner\/\" title=\"Data Product Owner\">Data Product Owner<\/a>. <\/li>\n<\/ul>\n<p>But beyond the <strong>recruitment of data profiles,<\/strong> it is essential to set up an annual training program for all employees on data issues. This training plan must be long term and evolving to become and remain a &#8220;data driven&#8221; company. The speed at which the world of data is evolving means that companies must continue to invest in training to give their teams the ability to adapt to these changes.<\/p>\n<p>The goal here is to ensure that all employees follow a common training path. This enables them to immerse themselves in the fundamentals of data culture and understand their role in the data value chain. Each employee must be able to perceive his or her own interest in the data production\/processing process.<\/p>\n<p>The effort to acculturate non-specialists to data literacy is as important as the effort to recruit data profiles. Ensuring that each employee knows how to read, manipulate and use data is a fundamental issue. Many experts agree that data literacy will be the most in-demand skill by 2030.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.23.1&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Putting meaning at the heart of transformation<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.23.1&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><em>&#8220;The main engine of our action is meaning&#8221; &#8211; Michel Lejoyeux, Management Expert &#8211; University of Paris-Diderot. <\/em><\/p>\n<p>As explained above, <strong>a data transformation project<\/strong> requires the involvement of the men and women in the organization.<\/p>\n<p>Aware of the aversion to change in human beings, it is essential to provide a change management system adapted to this type of project. To do so, this work must be done at the beginning of the project. The earlier the change process is accompanied, the greater the chances of success.<\/p>\n<p>To encourage change, it is essential to engage employees in understanding why to change. Help them visualize a clear picture of what their company will look like tomorrow, thanks to this transformation.<\/p>\n<p>The challenge is to bring meaning to the project and to define a vision, a clear ambition in order to gain the support of the greatest number. This work will allow for deep reflection on change. They imply the implementation of an organized and targeted communication to try to dissipate the brakes generated by the change and limit the risk of failure.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Conclusion: a data-driven culture, an ongoing process<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>In 2026, the question is no longer whether your organization should become data-driven: it&#8217;s a condition of competitiveness. The real question is where to start, and how to build a sustainable dynamic rather than a series of isolated projects. <\/p>\n<p>The answer can be summed up in four words: sponsorship, governance, usage and training. These four levers, activated jointly and over time, are what distinguish organizations that succeed in their data transformation from those that accumulate tools without ever deriving the expected value from them. <\/p>\n<p>SQORUS supports its customers in a wide range of issues linked to this data transformation: strategic Council, data acculturation, change management, data analysis and processing, analytics and dashboards. Find out more about our <strong>Data &#038; AI HR<\/strong> offer. <\/p>\n<p>Would you like to initiate or accelerate your data-driven transformation? Contact our experts for an initial discussion of your data maturity and the priority levers for your organization. <\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=&#8221;on|desktop&#8221; module_class=&#8221;cta-bleu&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#20299f&#8221; background_image=&#8221;https:\/\/www.sqorus.com\/wp-content\/uploads\/2024\/06\/Bandeau-LB-Strategie-Data-RH.png&#8221; background_size=&#8221;contain&#8221; background_position=&#8221;center_right&#8221; width=&#8221;100%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;||3%||false|true&#8221; custom_padding=&#8221;50px|400px|50px|55px|false|false&#8221; custom_padding_tablet=&#8221;50px|55px|50px|55px|true|true&#8221; custom_padding_phone=&#8221;40px|55px|40px|55px|true|true&#8221; background_last_edited=&#8221;on|phone&#8221; background_enable_image_tablet=&#8221;off&#8221; border_radii=&#8221;on|23px|23px|23px|23px&#8221; global_module=&#8221;43299&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;Titre_40 Titre_blanc&#8221; _builder_version=&#8221;4.24.0&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>HR Data strategy: what if we accelerated?<\/h2>\n<p>[\/et_pb_text][et_pb_text module_class=&#8221;FondBleu&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#d6d8f4&#8243; text_line_height=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Imagine a world where the HR function is propelled into a new dimension thanks to the power of data. What if this world were within our reach? Discover how to harness the full potential of HR Data to revolutionize your organization.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.sqorus.com\/en\/ebook-hr-data-strategy-what-if-we-accelerated\/&#8221; button_text=&#8221;Download&#8221; button_alignment=&#8221;left&#8221; button_alignment_tablet=&#8221;center&#8221; button_alignment_phone=&#8221;center&#8221; button_alignment_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;Bouton de t\u00e9l\u00e9chargement&#8221; module_class=&#8221;Bouton Fond_blanc&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;15px&#8221; button_text_color=&#8221;#f36145&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_width=&#8221;1px&#8221; button_border_color=&#8221;#f36145&#8243; button_border_radius=&#8221;50px&#8221; button_font=&#8221;||||||||&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;13px|25px|13px|25px|false|false&#8221; custom_css_free_form=&#8221;selector:hover{||  background-color: #FFF6F5 !important;||}&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Blog &#8211; Cta Actu&#8221; module_class=&#8221;Fond_bleu Fond_icone&#8221; _builder_version=&#8221;4.25.2&#8243; custom_margin=&#8221;5rem||5rem||true|true&#8221; custom_margin_tablet=&#8221;4rem|40px|4rem|40px|true|true&#8221; custom_margin_phone=&#8221;|20px||20px|false|true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;3rem||3rem||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row make_equal=&#8221;on&#8221; admin_label=&#8221;Text block&#8221; module_class=&#8221;LargeurBox&#8221; _builder_version=&#8221;4.25.2&#8243; _module_preset=&#8221;default&#8221; animation_style=&#8221;fade&#8221; locked=&#8221;off&#8221; collapsed=&#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; custom_padding=&#8221;|9rem||9rem|false|true&#8221; custom_padding_tablet=&#8221;|0rem||0rem|false|true&#8221; custom_padding_phone=&#8221;|0rem||0rem|false|true&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Sous-titre&#8221; module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_orientation=&#8221;center&#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; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Contact<\/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;4.26.1&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>A project? A request?A question?<\/h2>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.26.1&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#d2d4ec&#8221; text_font_size=&#8221;21px&#8221; text_line_height=&#8221;35px&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Contact us today and find out how we can work together to make your company&#8217;s digital future a reality.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.sqorus.com\/en\/contact\/&#8221; button_text=&#8221;Contact SQORUS&#8221; button_alignment=&#8221;center&#8221; module_class=&#8221;Bouton fond_orange&#8221; _builder_version=&#8221;4.26.1&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;30px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.5&#8243; custom_margin=&#8221;10%||||false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;||5%||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>FAQ &#8211; Data-driven culture and data transformation<\/h2>\n<p>[\/et_pb_text][dsm_faq dsm_make_accordion_toggle=&#8221;on&#8221; dsm_open_faq_item=&#8221;on&#8221; dsm_enable_schema_markup=&#8221;on&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][dsm_faq_child dsm_title=&#8221;What is a data-driven company?&#8221; dsm_content=&#8221;<\/p>\n<p>Une entreprise data-driven est une organisation qui utilise la donn\u00e9e comme levier principal de prise de d\u00e9cision \u00e0 tous les niveaux strat\u00e9gique, manag\u00e9rial et op\u00e9rationnel. Elle ne se contente pas de collecter des donn\u00e9es : elle les gouverne, les fiabilise et les exploite activement pour am\u00e9liorer sa performance et cr\u00e9er de la valeur.<\/p>\n<p>\u00a0<\/p>\n<p>&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_faq_child][dsm_faq_child dsm_title=&#8221;Where do you start to develop a data-driven culture?&#8221; dsm_content=&#8221;<\/p>\n<p>Le point de d\u00e9part est toujours le m\u00eame : identifier un cas d&#8217;usage \u00e0 fort impact business, d\u00e9montrer rapidement la valeur g\u00e9n\u00e9r\u00e9e, puis capitaliser sur cette r\u00e9ussite pour \u00e9tendre la d\u00e9marche. Avant cela, deux pr\u00e9requis sont indispensables : un sponsoring fort du COMEX et une gouvernance des donn\u00e9es minimale pour garantir la qualit\u00e9 et la disponibilit\u00e9 des donn\u00e9es exploit\u00e9es.<\/p>\n<p>\u00a0<\/p>\n<p>&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_faq_child][dsm_faq_child dsm_title=&#8221;What&#039;s the difference between data literacy and data science?&#8221; dsm_content=&#8221;<\/p>\n<p>La data literacy d\u00e9signe la capacit\u00e9 de tous les collaborateurs, pas seulement les experts, \u00e0 lire, comprendre et utiliser les donn\u00e9es dans leur travail quotidien. La data science, elle, est une discipline technique qui vise \u00e0 d\u00e9velopper des mod\u00e8les et algorithmes pour extraire de la valeur de grandes masses de donn\u00e9es. Les deux sont compl\u00e9mentaires : sans data literacy g\u00e9n\u00e9ralis\u00e9e, les productions des data scientists restent inutilis\u00e9es.<\/p>\n<p>\u00a0<\/p>\n<p>&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_faq_child][dsm_faq_child dsm_title=&#8221;How to successfully support change in a data transformation project?&#8221; dsm_content=&#8221;<\/p>\n<p>L&#8217;accompagnement au changement doit \u00eatre int\u00e9gr\u00e9 d\u00e8s le cadrage du projet, pas en fin de d\u00e9ploiement. Les facteurs cl\u00e9s de succ\u00e8s sont : donner du sens \u00e0 la transformation (pourquoi changer ?), former les collaborateurs \u00e0 leurs nouveaux outils et r\u00f4les, communiquer r\u00e9guli\u00e8rement sur les progr\u00e8s et les succ\u00e8s, et tol\u00e9rer l&#8217;\u00e9chec dans la phase d&#8217;exploration pour ne pas freiner la dynamique d&#8217;apprentissage.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_faq_child][\/dsm_faq][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How can we develop a data-driven culture to exploit HR data and turn it into a strategic asset for the company?<\/p>\n","protected":false},"author":18,"featured_media":12344,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","_ayudawp_aiss_exclude":false,"footnotes":""},"categories":[386],"tags":[],"metiers":[],"sujet":[],"class_list":["post-12328","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-management-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How do you develop a data-driven culture? 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