{"id":24845,"date":"2023-09-11T18:14:02","date_gmt":"2023-09-11T12:44:02","guid":{"rendered":"https:\/\/techvariable.com\/?p=24845"},"modified":"2023-09-22T12:37:42","modified_gmt":"2023-09-22T07:07:42","slug":"why-data-analytics-is-crucial-for-digital-transformation","status":"publish","type":"post","link":"https:\/\/techvariable.com\/blogs\/why-data-analytics-is-crucial-for-digital-transformation","title":{"rendered":"Why Data Analytics is Crucial for Digital Transformation?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"24845\" class=\"elementor elementor-24845\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-814b06e e-con-full e-flex e-con e-parent\" data-id=\"814b06e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e3d0459 e-con-full e-flex e-con e-child\" data-id=\"e3d0459\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c3598b4 elementor-toc--content-ellipsis elementor-widget elementor-widget-table-of-contents\" data-id=\"c3598b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:100,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;container&quot;:&quot;#data-analytic-content&quot;,&quot;sticky_effects_offset&quot;:100,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;,&quot;h6&quot;],&quot;marker_view&quot;:&quot;numbers&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_anchor_link_offset&quot;:0}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tSUMMARY\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__c3598b4\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a895431 e-con-full e-flex e-con e-child\" data-id=\"a895431\" data-element_type=\"container\" data-e-type=\"container\" id=\"data-analytic-content\">\n\t\t\t\t<div class=\"elementor-element elementor-element-113cd6f elementor-widget elementor-widget-heading\" data-id=\"113cd6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Why Data Analytics is Crucial for Digital Transformation?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d5af16 elementor-widget elementor-widget-text-editor\" data-id=\"2d5af16\" data-element_type=\"widget\" data-e-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\t\t<p><i><span style=\"font-weight: 400;\">Digital transformation requires a major cultural change within an organization that relies on data and analytics.<\/span><\/i><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd301ce elementor-widget elementor-widget-text-editor\" data-id=\"cd301ce\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">For all businesses wanting to grow, investing in digitization is the need of the hour. Transforming digitally involves adopting new technology and a shift in culture within the organization.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Today, they go hand in hand. In the context of decision-making and digitizing operations, companies generate vast amounts of data to gain insights into various parameters.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Let\u2019s find out what these parameters are and how <\/span><b>digital transformation data analytics<\/b><span style=\"font-weight: 400;\"> helps an organization stay ahead in the game. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f817d8 elementor-widget elementor-widget-heading\" data-id=\"6f817d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is Digital Transformation?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1f0c65 elementor-widget elementor-widget-text-editor\" data-id=\"c1f0c65\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">The digital transformation process is wide and dynamic. Its definition varies from company to company. Because this transformative process has varied meanings for different organizations, so do its organizational goals.<\/span><\/p><p><span style=\"font-weight: 400;\">For some companies, digital transformation effort is providing <\/span><span style=\"font-weight: 400;\">automating salaries, incorporating better people management resources, enabling dashboards for making data-driven decisions and other benefits. For others, the process could mean offering <\/span><span style=\"font-weight: 400;\">work-from-home facilities for employees, or utilizing chatbots on their websites to help with customer concerns or queries. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-65b64b0 e-flex e-con-boxed e-con e-child\" data-id=\"65b64b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49bbf99 elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"49bbf99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/techvariable.com\/casestudies\/digital-transformation-of-north-east-indias-largest-private-transport-services\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">TechVariable helps Northeast\u2019s Largest Private Transport Service to Transform Digitally<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-074bdd7 elementor-widget elementor-widget-text-editor\" data-id=\"074bdd7\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Nonetheless, one general definition of this concept could be described as an imperative investment for businesses that need integration of technology, digital processes, and a focus on data analytics.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4dad5bd elementor-widget elementor-widget-text-editor\" data-id=\"4dad5bd\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Digital transformation entails adopting digital tactics in certain areas of an organization. This may include:\u00a0<\/span><\/p><ul style=\"color: #6632ff;\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Work processes<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Business models<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Strategic decision-making\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\">Customer experiences<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7ea4c1 elementor-widget elementor-widget-image\" data-id=\"e7ea4c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/techvariable.com\/wp-content\/uploads\/2023\/09\/advanced-analytics-1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc02185 elementor-widget elementor-widget-text-editor\" data-id=\"cc02185\" data-element_type=\"widget\" data-e-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\t\t<span style=\"font-weight: 400;\">Prioritizing <\/span><a href=\"https:\/\/techvariable.com\/blogs\/how-digital-co-creation-can-improve-product-development\/\"><span style=\"font-weight: 400;\" class=\"links\">digital co-creation<\/span><\/a><span style=\"font-weight: 400;\"> in an organization can help create or develop a product\/service using technological resources and platforms. <\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de39bb4 elementor-widget elementor-widget-heading\" data-id=\"de39bb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Significance of Data Analytics for Digital Success<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5050dd elementor-widget elementor-widget-text-editor\" data-id=\"a5050dd\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Simply put, data is information, and analytics provide insights that lead to better decisions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1acedd elementor-widget elementor-widget-text-editor\" data-id=\"a1acedd\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">By leveraging data analytics for transforming digitally, businesses can predict <\/span><b>market trends<\/b><span style=\"font-weight: 400;\">, <\/span><b>boost products and services<\/b><span style=\"font-weight: 400;\">, <\/span><b>personalize customer experiences<\/b><span style=\"font-weight: 400;\">, and <\/span><b>drive overall business growth<\/b><span style=\"font-weight: 400;\">. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e33034f elementor-widget elementor-widget-text-editor\" data-id=\"e33034f\" data-element_type=\"widget\" data-e-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\t\t<span style=\"font-weight: 400;\">Merging digitalization with data and analytics is a top-notch commitment to competitive advantages in today&#8217;s <\/span><a href=\"https:\/\/techvariable.com\/blogs\/the-importance-of-change-management\/\"><span style=\"font-weight: 400;\" class=\"links\">digital era<\/span><\/a><span style=\"font-weight: 400;\">.<\/span>\n\n<span style=\"font-weight: 400;\">However, there are a few roadblocks that hinder modern businesses from becoming digitally successful.\u00a0<\/span>\n\n<span style=\"font-weight: 400;\">Consider the following challenges.<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acce160 elementor-widget elementor-widget-heading\" data-id=\"acce160\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Quality Concerns<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89f3cbc elementor-widget elementor-widget-text-editor\" data-id=\"89f3cbc\" data-element_type=\"widget\" data-e-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\t\t<span style=\"font-weight: 400;\">\u00a0It\u2019s crucial to ensure data quality to help a company grow digitally. Otherwise, it can result in costly damages and wasted opportunities.\u00a0<\/span>\n\n<b>Data management<\/b><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/techvariable.com\/blogs\/how-can-a-software-company-demonstrate-its-commitment-to-data-security\/\"><b class=\"links\">data security<\/b><\/a><span style=\"font-weight: 400;\">, and <\/span><b>data ownership<\/b><span style=\"font-weight: 400;\"> are the pillars that lead to transparency in the data and intelligent decision-making within the organization. <\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cd83a8 elementor-widget elementor-widget-heading\" data-id=\"5cd83a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Siloed Data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c0470f elementor-widget elementor-widget-text-editor\" data-id=\"7c0470f\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">When data is not healthy and cannot be understood or accessed easily, it adds no value to an organization\u2019s decision-making processes. Siloed data makes it difficult to gain insights. Additionally, it creates constraints on collaborating across different business units and platforms. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-150cb1d elementor-widget elementor-widget-heading\" data-id=\"150cb1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Meeting Customer Standards<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7972d5a elementor-widget elementor-widget-text-editor\" data-id=\"7972d5a\" data-element_type=\"widget\" data-e-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\t\t<span style=\"font-weight: 400;\">Focusing on data and analytics can empower customers to receive seamless<\/span> <a href=\"https:\/\/techvariable.com\/casestudies\/customized-customer-relationship-management\/\"><span style=\"font-weight: 400;\" class=\"links\">end-to-end experiences<\/span><\/a><span style=\"font-weight: 400;\">. With data, you can find out who your customers are and what they want. With analytics, you can enable technology that will help analyze that data so that you can meet customer expectations even as they vary.<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-465d3f7 elementor-widget elementor-widget-image\" data-id=\"465d3f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/techvariable.com\/wp-content\/uploads\/2023\/09\/Challenges-for-businesses-in-achieving-digital-transformation.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6d8344 elementor-widget elementor-widget-heading\" data-id=\"a6d8344\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5 Reasons Why Data Analytics is Crucial in Digital Transformation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4804723 elementor-widget elementor-widget-text-editor\" data-id=\"4804723\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Data analytics paves the way for digital transformation. It uses various advanced technologies such as <\/span><b>machine learning<\/b><span style=\"font-weight: 400;\"> and <\/span><b>artificial intelligence<\/b><span style=\"font-weight: 400;\"> to extract information and drive actionable outcomes.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d59b832 elementor-widget elementor-widget-text-editor\" data-id=\"d59b832\" data-element_type=\"widget\" data-e-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\t\t<span style=\"font-weight: 400;\">Let\u2019s identify a few reasons businesses can thrive in the market:<\/span>\n<ul style=\"color: #6632ff;\">\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data and analytics help in understanding your business customers and stakeholders.<\/span><\/li>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It\u2019s the best tool for identifying new business opportunities and enhancing operations.<\/span><\/li>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It gives your organization an edge in the digital market. <\/span><\/li>\n \t<li><span style=\"font-weight: 400;\">Allows you to be more <\/span><a href=\"https:\/\/techvariable.com\/blogs\/the-agile-approach-in-a-software-development-company\/\"><span style=\"font-weight: 400;\" class=\"links\">agile in building a product or service<\/span><\/a><span style=\"font-weight: 400;\">. <\/span><\/li>\n \t<li><span style=\"font-weight: 400;\">Data analytics can make your working process more efficient.<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-064aa87 elementor-widget elementor-widget-heading\" data-id=\"064aa87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Different Types of Data Analytics\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f742426 elementor-widget elementor-widget-text-editor\" data-id=\"f742426\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Some of the most popular and used analytics in digital transformation are:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Descriptive Analytics<\/b><span style=\"font-weight: 400;\">: <\/span><span style=\"font-weight: 400;\">This analytics provides reports and analysis based on historical data. It can be used to examine trends and patterns in data<\/span><span style=\"font-weight: 400;\">.<br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Predictive analytics<\/b><span style=\"font-weight: 400;\">: <\/span><span style=\"font-weight: 400;\">This type of analytics uses many techniques to make predictions about future events. It can be used to discover future trends.<br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Prescriptive Analytics<\/b><span>: <\/span><span>It focuses on forecasting what will happen and prescribing what should be done to achieve future outcomes.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3a5d93 elementor-widget elementor-widget-image\" data-id=\"a3a5d93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/techvariable.com\/wp-content\/uploads\/2023\/09\/3-Types-of-analytics.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-402c359 elementor-widget elementor-widget-heading\" data-id=\"402c359\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Digital Transformation Relies on Data Pipelines?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d1471a elementor-widget elementor-widget-text-editor\" data-id=\"3d1471a\" data-element_type=\"widget\" data-e-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\t\t<b>Data pipelines<\/b><span style=\"font-weight: 400;\"> are a series of processes that Extract, Transform, and Load (ETL) data from various sources into a database. Data pipelines are a driving source to transforming your business digitally as it provides the necessary infrastructure to collect and analyze data. Hence, it leads to meaningful insights from collected data to make business decisions.\u00a0<\/span>\n\n<span style=\"font-weight: 400;\">Digital advancement and data pipelines are closely connected in the following ways:<\/span>\n<ul>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Data Pipelines for Analytics:<\/strong><span style=\"font-weight: 400;\"> Many business leaders rely heavily on data to stay ahead of the competition. <\/span><a href=\"https:\/\/techvariable.com\/etl-as-a-service\/\"><span style=\"font-weight: 400;\" class=\"links\">Data ETL<\/span><\/a><span style=\"font-weight: 400;\"> is used to derive insights, allowing businesses to make agile decisions.\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Analytics in real-time: <\/strong><span style=\"font-weight: 400;\">The demand for <\/span><a href=\"https:\/\/techvariable.com\/casestudies\/news-tech-real-time-data-collection\/\"><span style=\"font-weight: 400;\" class=\"links\">real-time analytics<\/span><\/a><span style=\"font-weight: 400;\"> is ever-increasing. To meet this demand, data pipelines can be leveraged to streamline data and process it in real time. <\/span><\/li>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Data Pipelines for Scalability:<\/strong> While dealing with large amounts of data, organizations\u2019 agenda is to handle increasing data loads efficiently. Data pipelines are designed to be scalable, enabling faster data analysis.<\/li>\n<\/ul>\n\n<style>\n.links:hover{\nbackground:#6632ff;\ncolor:#fff;\ntransition: 0.5s ease;\n}\n<\/style>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a0aab9c e-flex e-con-boxed e-con e-child\" data-id=\"a0aab9c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83e0322 elementor-widget elementor-widget-text-editor\" data-id=\"83e0322\" data-element_type=\"widget\" data-e-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\t\t<p><b>It is vital to highlight that interoperability is critical to digital transformation data analytics. Interoperability refers to the ability of different systems, applications, or platforms to exchange and interpret data effortlessly. <\/b><\/p>\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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-894c58d elementor-widget elementor-widget-heading\" data-id=\"894c58d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Engineering for Digital Transformation Data Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd1b296 elementor-widget elementor-widget-text-editor\" data-id=\"bd1b296\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Data engineering plays a crucial role in enabling effective data analytics, which in turn is an essential component of digital transformation initiatives. Let\u2019s find out how they are connected:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5aebd7f elementor-widget elementor-widget-heading\" data-id=\"5aebd7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Collection and Integration<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac85e54 elementor-widget elementor-widget-text-editor\" data-id=\"ac85e54\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Organizations must collect data from multiple systems, apps, devices, and external sources in the context of digital transformation data analytics. This information may be structured, semi-structured, or unstructured. Data engineering ensures that this different data is collected, processed, and integrated in an efficient, uniform, and accessible way for analysis.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b4bcee elementor-widget elementor-widget-heading\" data-id=\"6b4bcee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Quality and Cleansing<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfb4bd3 elementor-widget elementor-widget-text-editor\" data-id=\"dfb4bd3\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">High-quality data is required for relevant and trustworthy analytics. Data engineering is in charge of data cleansing, profiling, and quality checks. Data engineers help ensure that analytics outputs are accurate and trustworthy by identifying and resolving data quality concerns early in the process, which is critical in supporting decision-making during digital transformation programmes.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cfe529 elementor-widget elementor-widget-heading\" data-id=\"1cfe529\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Storage and Management<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f769608 elementor-widget elementor-widget-text-editor\" data-id=\"f769608\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Data engineering entails identifying adequate data storage technologies and efficiently managing data repositories. Data engineers must examine elements such as data volume, velocity, diversity, and authenticity in the context of digital transformation data analytics. They build data warehouses, data lakes, and data pipelines to handle enormous amounts of data and make it available for real-time or batch analyses, as required for digital transformation initiatives.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3f4a28 elementor-widget elementor-widget-heading\" data-id=\"e3f4a28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Governance and Security<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f898d96 elementor-widget elementor-widget-text-editor\" data-id=\"f898d96\" data-element_type=\"widget\" data-e-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\t\t<p><span style=\"font-weight: 400;\">Data governance and security are critical in the context of digital transformation. Implementing security measures to protect sensitive data, complying to data privacy standards, and creating access restrictions are all part of data engineering. These safeguards protect the data utilized for analytics, ensuring data integrity and confidentiality during digital transformation activities.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eacae52 elementor-widget elementor-widget-heading\" data-id=\"eacae52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">TechVariable\u2019s Expertise &amp; Solutions in Digital Transformation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca8e631 elementor-widget elementor-widget-text-editor\" data-id=\"ca8e631\" data-element_type=\"widget\" data-e-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\t\t<p><i><span style=\"font-weight: 400;\">TechVariable emphasizes custom solutions and ensures that its software offerings can work seamlessly together. Our services include MVP, Rapid Application Development, Application Modernization, Cloud Data Analytics, and more.<\/span><\/i><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54fd49f elementor-widget elementor-widget-text-editor\" data-id=\"54fd49f\" data-element_type=\"widget\" data-e-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\t\t<a href=\"https:\/\/techvariable.com\/contact-us\/\"><i><span style=\"font-weight: 400;\" class=\"links\">Get in touch<\/span><\/i><\/a><i><span style=\"font-weight: 400;\"> with us to discover more about our services and different engagement models.<\/span><\/i>\n\n<style>\n.links:hover{\nbackground:#6632ff;\ncolor:#fff;\ntransition: 0.5s ease;\n}\n<\/style>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data analytics paves the way for digital transformation. It uses various technologies to enable insightful information for businesses wanting to grow in the market. <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"h5ap_radio_sources":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-24845","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"acf":[],"_links":{"self":[{"href":"https:\/\/techvariable.com\/index.php?rest_route=\/wp\/v2\/posts\/24845","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techvariable.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techvariable.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techvariable.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/techvariable.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24845"}],"version-history":[{"count":0,"href":"https:\/\/techvariable.com\/index.php?rest_route=\/wp\/v2\/posts\/24845\/revisions"}],"wp:attachment":[{"href":"https:\/\/techvariable.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24845"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techvariable.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24845"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techvariable.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}