{"id":35030,"date":"2023-02-15T15:16:26","date_gmt":"2023-02-15T14:16:26","guid":{"rendered":"https:\/\/multiplica.com\/?post_type=mx_articulos&amp;p=35030"},"modified":"2023-02-28T15:19:36","modified_gmt":"2023-02-28T15:19:36","slug":"becoming-a-data-driven-organization","status":"publish","type":"articles_post","link":"https:\/\/multiplica.com\/en\/articles\/becoming-a-data-driven-organization\/","title":{"rendered":"Becoming a data-driven organization to enhance the Customer Lifetime Value (CLV)"},"content":{"rendered":"<div class=\"c-display-paragraph font-moderat-l-regular\"><div class=\"o-container\"><div class=\"o-row\"><div class=\"o-col-md-16 o-offset-md-1\"><p><span style=\"font-weight: 400\">Data is becoming increasingly relevant in designing products and business strategies; a data-driven organization can better connect with its customers and deliver unique experiences.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">However, while the answer lies in the data, the problem arises from the ever-increasing amount of information we collect and the difficulty in identifying which one is more relevant to activate to increase the Customer Lifetime Value (CLV) of our customers.<\/span><\/p>\n<p><span style=\"font-weight: 400\">How can data be put into action to improve the experience and strengthen the business? A <\/span><a href=\"https:\/\/www.mckinsey.com\/tr\/our-insights\/prediction-the-future-of-customer-experience\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">McKinsey study<\/span><\/a><span style=\"font-weight: 400\"> confirms that <\/span><b>enhancing customer experience has increased revenue by 2-7% and profitability by 1-2%<\/b><span style=\"font-weight: 400\">.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Digital customer acquisition has been on the rise since the pandemic. Most companies have realized the importance of this channel, the vast amount of data available on users, and the impact this information can have on their business.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Nevertheless, to better understand their users, they first need to take ownership of the data \u2013in every sense of the word\u2013 and thus make better decisions that consider their experience and the business.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">The challenge of data collection<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Under new privacy regulations, a company that wants to transform itself into a data-driven organization must ask users for their consent to be tracked by applications, to be removed from databases, and to share their data with third parties. This last condition is the fundamental pillar of online advertising strategies and is currently limiting those companies that monetize their web content with programmatic advertising.<\/span><\/p>\n<p><span style=\"font-weight: 400\">The shift from third-party data to first-party data, which favors user privacy, also presents companies with various challenges regarding how to collect data, transform it into information, and improve CLV; among these, how to personalize without the capability of attaining tracking information.<\/span><\/p>\n<p><span style=\"font-weight: 400\">However, this is not a challenge that companies with a first-party data strategy will face. By collecting their own data, the customer experience can be personalized without tracking data. When appropriately executed, users appreciate personalization and are willing to share their information in exchange for an enhanced experience. In fact, personalized experiences based on first-party data often surpass the effectiveness of third-party data, thereby improving CLV. As a result, server-side tracking is more accurate and valuable than pixels and their adversaries, such as ad blockers.<\/span><\/p>\n<p><span style=\"font-weight: 400\">According to a <\/span><a href=\"https:\/\/www.statista.com\/statistics\/451641\/customer-data-used-marketing-personalization-worldwide\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">global study by Statista<\/span><\/a><span style=\"font-weight: 400\">, the exclusive use of first-party data to personalize customer experiences has grown from 31% to 36%. This shift has granted companies access to data they previously lacked, and <\/span><a href=\"https:\/\/www.bcg.com\/publications\/2020\/responsible-marketing-with-first-party-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">as reported by BCG<\/span><\/a><span style=\"font-weight: 400\">, ads that use first-party data yield better results. Although the amount of data managed may be smaller, the quality is higher, and the information is in the company&#8217;s own hands &#8211; a standard all companies should strive for. In short, embracing a first-party data strategy can enhance customer experiences and lead to higher CLV.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">What challenges are companies facing?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Many companies still face challenges in fully harnessing the power of data, becoming a data-driven organization, and implementing user-centric strategies.<\/span><\/p>\n<p><span style=\"font-weight: 400\">This can be due to a variety of reasons, for instance:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Having excessive data and not knowing what to do with it.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Lacking a holistic overview of customer behavioral data.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Working on each area as separate information silos.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Lacking adequate team for its analysis or being in the hands of third parties.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">In addition, influenced by omnichannel strategies, the organization of information from different sources is often a concern for Marketing and Sales teams.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">How to become a data-driven organization?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Becoming a data-driven organization and executing a Data in Action strategy requires owning the information, decision-making, and delivery of personalized content.<\/span><\/p>\n<p><span style=\"font-weight: 400\">To achieve this, companies can follow a four-step work plan:<\/span><\/p>\n<h3><span style=\"font-weight: 400\">1. Unification of touchpoints or data points<\/span><\/h3>\n<p><span style=\"font-weight: 400\">By centralizing and unifying user information and interactions across all media and channels throughout the customer journey in a single data repository, companies gain a single view of each customer, enabling each team to make more informed and accurate decisions.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">2. Unification of data quantity, quality, and visualization<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Capturing new relevant data and integrating the existing data, campaign results, and interaction with channels and areas, including sales and support. With a complete curation and constant monitoring of the available data, having previously defined a data strategy aligned with the business objectives and a team trained in obtaining insights, consultation habits, and visualization in decision-making.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">3. Data modeling for an intelligent Customer Journey<\/span><\/h3>\n<p><span style=\"font-weight: 400\">A 360\u00ba vision for creating the Customer Journey, setting KPIs, data points, channels, and technological tools that facilitate customer segmentation and audience mapping for subsequent personalization strategies and generating machine learning models to anticipate their behavior, relying on specialized metrics for each purpose.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">4. Data activation to improve customer experience<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Creating relevant experiences through channel and format personalization, experimenting, measuring, and optimizing the results of all actions. These results are then shared and documented to foster organizational learning.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Benefits of Data in Action<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Organizations that base their strategy and decision-making on user information and data are more likely to achieve business objectives. Data in Action allows organizations to fully leverage data and benefit from:\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400\">1. Consistent marketing<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Agile marketing campaigns with the right mix of internal, external, and shared capabilities focused on impact, not channel.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">2. Optimized ROI and attribution<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Clearly defined KPIs that enable continuous message optimization and customer engagement throughout the entire lifecycle.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">3. High-value audiences<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Ability to analyze behaviors, interests, profiles and transactions across channels using 1st, 2nd, and 3rd-party data enables the activation of high-propensity segments through appropriate channels and lookalike campaigns.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">4. Connected emotions and experiences<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Truly connecting with the customer on a human level requires emotion and a positive experience shared throughout the entire customer-brand journey.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">5. Omnichannel \/ &#8220;Phygital&#8221; execution<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Ability to organize and optimize marketing activity across all channels to deliver aligned and consistent messages to omnichannel audiences and shared segments.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">6. Aligned marketing, sales, and service<\/span><\/h3>\n<p><span style=\"font-weight: 400\">A consistent and reinforced human experience across all marketing, sales, and service touchpoints.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">7. Fast and precise marketing<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Effective content marketing supply chain and campaign execution enable speedy delivery of relevant, high-quality content and messages to the proper channels and segments.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">8. Connected processes and technology<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Connected systems and processes that make it easier for teams to deliver messages and offers to audiences, leveraging all the knowledge and data that exists about prospects and clients.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Thanks to emerging technologies, companies can access end-to-end solutions that enable them to:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Define a robust strategy with their own data.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Integrate all data sources.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Create a single repository.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Enrich data in a continuous cycle.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Generate data from scratch (zero-party data).<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Eliminate the threat of cookieless.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Create a solid foundation of information to build machine learning algorithms and leverage the data.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400\">How Diageo Colombia managed to activate its first-party data?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Diageo is the world leader in premium beverages, with sales in more than 180 countries and over 200 brands, including Johnnie Walker, Crown Royal, J&amp;B, Windsor, Buchanan&#8217;s, Smirnoff, C\u00eeroc, Ketel One, Baileys, Captain Morgan, Tanqueray, Don Julio, and Guinness.<\/span><\/p>\n<p><span style=\"font-weight: 400\">As a mass consumer brand, their business model before the pandemic focused on manufacturing, marketing, and selling products to retail sector companies and small retail stores. However, the need to deeply understand their consumers became more prominent, and with the digital acceleration caused by the pandemic, they launched their own e-commerce website, TheBar.com, in 2021.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In Colombia, the digital transformation process led them to seek a partner who could assist them in better understanding their clients and consumers. Additionally, this business partner was required to help them develop a first-party data acquisition strategy, centralizing all information previously siloed or held by third parties. Multiplica provided support for this purpose.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Through collecting, integrating, and enriching 1st party data (behavioral analytics, CRM, and media) and taking ownership of the data, Diageo Colombia was able to standardize and consolidate the data collection of their digital assets, including branding sites and e-commerce. This allowed them to receive the data accurately and leverage it across multiple channels.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">All digital assets are designed with a UX that focuses on correctly capturing Personal Identifiable Information (PII) to facilitate the consumer&#8217;s data delivery process and subsequent lead generation. By conducting initial experiments and gaining insights into the characteristics of their online buyers on <\/span><a href=\"https:\/\/co.thebar.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">thebar.com<\/span><\/a><span style=\"font-weight: 400\">, the company has improved campaign performance in terms of investment, reach, and clicks.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In 2023, analytics activation will be implemented digitally and commercially, providing value for decision-making at all levels of the organization. With a strong emphasis on data enrichment and statistical modeling to increase CLV, Diageo Colombia intends to have a greater impact on consumers and customers, delivering more relevant content that caters to different tastes and interests.<\/span><\/p>\n<p><i><span style=\"font-weight: 400\">\u201cMultiplica has been a key partner in centralizing the information silos that Diageo had since the digital capacity was created. Now that the company&#8217;s data is centralized, the challenge is to generate 360-degree insights to support the business in three areas: brand building, media efficiency, and increasing sales.&#8221;\u00a0 <\/span><\/i><span style=\"font-weight: 400\">Leonardo Carrillo &#8211; Business &amp; Digital Analytics Manager at Diageo Colombia.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Data unification allows personalizing your customers&#8217; experience<\/span><\/h2>\n<p><span style=\"font-weight: 400\">The amount of data currently accessible is unstoppable, and the investment in big data and analytics is increasing across all industries. Ultimately, the need to become a data-driven organization will not disappear; however, each company must carefully analyze its actions to become much more aware, serious, and creative in addressing the human side of data if it truly hopes to obtain significant business benefits.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Want to learn more about how your company can initiate its data strategy? We invite you to contact <\/span><a href=\"https:\/\/www.linkedin.com\/in\/monicasanchezg\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">M\u00f3nica S\u00e1nchez, Global Data Strategy Lead &amp; Partner at Multiplica<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n<\/div><\/div><\/div><\/div>","protected":false},"author":64,"template":"","tags":[],"class_list":["post-35030","articles_post","type-articles_post","status-publish","hentry"],"acf":{"post_type_knowledge_image_module_big":34952,"post_type_knowledge_image_module_small":34957,"post_type_knowledge_image_module_header":34962},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to become a data-driven organization | Multiplica<\/title>\n<meta name=\"description\" content=\"Discover how to transform your company into a data-driven organization to increase Customer Lifetime Value, improve their experience and 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