{"id":588083,"date":"2022-12-13T10:54:58","date_gmt":"2022-12-13T09:54:58","guid":{"rendered":"https:\/\/www.capgemini.com\/?post_type=research-and-insight&#038;p=838465"},"modified":"2025-03-10T09:54:04","modified_gmt":"2025-03-10T09:54:04","slug":"unlocking-digital-transformation-in-life-sciences-rd-through-data-management","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/unlocking-digital-transformation-in-life-sciences-rd-through-data-management\/","title":{"rendered":"Unlocking digital transformation in life sciences R&#038;D through data management"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/12\/2880-x1880-dotcom-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:64% 27%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Healthcare<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Unlocking digital transformation in life sciences r&amp;d through data management<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"#linkToForm\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download point of view<\/span><span class=\"type\">5 MB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=838465\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=838465&amp;text=Unlocking%20digital%20transformation%20in%20life%20sciences%20r%26d%20through%20data%20management\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=838465&amp;text=Unlocking%20digital%20transformation%20in%20life%20sciences%20r%26d%20through%20data%20management\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-becoming-data-driven-is-critical-for-future-proofing-life-sciences-research-but-many-companies-are-struggling-to-achieve-it\">Becoming data-driven is critical for future-proofing life sciences research \u2013 but many companies are struggling to achieve it.<\/h3>\n\n\n\n<p>Over the last ten years, the life sciences sector has been pursuing innovation through digitisation at pace. Many organisations have moved from legacy, paper-based workflows or basic electronic lab notebooks to sophisticated electronic data capture systems and data stores.<\/p>\n\n\n\n<p>But despite having these often high-profile and energetic digitisation and change programs, many companies still find themselves unable to achieve their digitisation goals in R&amp;D.<\/p>\n\n\n\n<p>The life sciences industry is now at a point where data- and AI-driven startups that were \u2018born digital\u2019 are seriously disrupting long-established industry norms \u2013 from identifying effective, safe drug candidate compounds in silico to rapidly identifying the ideal patient population for a clinical trial.<\/p>\n\n\n\n<p>In this paper we explore some of the challenges that life sciences companies face in their attempts to enable data-driven R&amp;D, and how well-devised strategies and tactics around data management can avoid the common traps that organisations fall into. From there we show how careful data management can release the incredible potential locked up in research data and establish a solid foundation for the delivery of high-quality insights from analytics, data science, and AI projects that will drive the R&amp;D programs of the future.<\/p>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form undefined autocloudform\"><div class=\"section--autoCloud-form\"><div class=\"wrapperAutoCloudSection\" id=\"linkToForm\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12 col-lg-6 left-img align-self-center escaper-left\"><\/div><div class=\"  col-md-12\"><div class=\"autoCloudForm\"><h4 class=\"formHelpText\">Download the POV<\/h4>\n\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_588088_426366774\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_486116_3694_3362192276\" name=\"_mf_486116_3694\" placeholder=\"First Name\" required \/><label for=\"_mf_486116_3694_3362192276\" class=\"form-label\">First Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">First Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_509072_2188_1818159731\" name=\"_mf_509072_2188\" placeholder=\"Last name\" required \/><label for=\"_mf_509072_2188_1818159731\" class=\"form-label\">Last name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Last name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_486116_5644_392471641\" name=\"_mf_486116_5644\" placeholder=\"Email\" required \/><label for=\"_mf_486116_5644_392471641\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_494233_2654_1624333886\" name=\"_mf_494233_2654\" placeholder=\"Company\" required \/><label for=\"_mf_494233_2654_1624333886\" class=\"form-label\">Company <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Company is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_512371_8973_2695922777\" name=\"_mf_512371_8973\" placeholder=\"Job Title\" required \/><label for=\"_mf_512371_8973_2695922777\" class=\"form-label\">Job Title <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Job Title is not valid.<\/div><\/div><div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_486116_6677_1533893751\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_486116_6677[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_486116_6677_1533893751\" class=\"form-check-label consent-text\">\n\t\t\t\tI agree to Capgemini collecting &amp; processing my personal data to allow me to receive information on Capgemini services. 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