{"id":29145,"date":"2024-03-01T20:27:36","date_gmt":"2024-03-01T19:27:36","guid":{"rendered":"https:\/\/sovanta.com\/ressourcenplanung-mit-machine-learning\/"},"modified":"2026-07-22T15:33:08","modified_gmt":"2026-07-22T14:33:08","slug":"resource-planning-for-clinical-trials","status":"publish","type":"post","link":"https:\/\/sovanta.com\/en\/resource-planning-for-clinical-trials\/","title":{"rendered":"Resource Planning for Clinical Trials"},"content":{"rendered":"\n<p><strong>Increasing the predictive accuracy of clinical trials with an optimized ML model<\/strong>.<\/p>\n\n\n\n<p>Managers often face challenges when planning and managing resources, especially in time-intensive and complex projects. A platform that collects historical data from the data warehouse as well as from various SAP systems and enables users to clearly visualize current resource requirements and allocations through robust predictions helps here.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Cross-project and optimal visualization of the required resources<\/h2>\n\n\n\n<p><strong><strong>Three success factors of the<\/strong> Resource Planning for Clinical Trials<\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Anticipation of resource requirements with the help of predictions supported by machine learning and simulations\u200b<\/li>\n\n\n\n<li>Reduction of overheads in project planning while improving overall results\u200b<\/li>\n\n\n\n<li>\u200bModern solution with user-friendly UI<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-group has-lightcyan-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"iconblock_10fcefb9a746ba5dcd103e77a3e4dad6\" class=\"block__icon -detect-in-viewport block__icon--center\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M9.5 20c-2.538 0-4.923-0.988-6.718-2.782s-2.782-4.18-2.782-6.717c0-2.538 0.988-4.923 2.782-6.718s4.18-2.783 6.718-2.783c2.538 0 4.923 0.988 6.718 2.783s2.782 4.18 2.782 6.718-0.988 4.923-2.782 6.717c-1.794 1.794-4.18 2.782-6.718 2.782zM9.5 2c-4.687 0-8.5 3.813-8.5 8.5s3.813 8.5 8.5 8.5 8.5-3.813 8.5-8.5-3.813-8.5-8.5-8.5z\" fill=\"currentColor\"><\/path>\n<path d=\"M7.5 14.5c-0.128 0-0.256-0.049-0.354-0.146l-3-3c-0.195-0.195-0.195-0.512 0-0.707s0.512-0.195 0.707 0l2.646 2.646 6.646-6.646c0.195-0.195 0.512-0.195 0.707 0s0.195 0.512 0 0.707l-7 7c-0.098 0.098-0.226 0.146-0.354 0.146z\" fill=\"currentColor\"><\/path>\n<\/svg>\n<\/span><\/div>\n\n\n<p class=\"has-text-align-center\"><strong>Proof-Point<\/strong><br>Healthcare<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"iconblock_ba934a64ec16e3eaf35a63880592cb21\" class=\"block__icon -detect-in-viewport block__icon--center\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M18.5 18h-11c-0.827 0-1.5-0.673-1.5-1.5 0-0.048 0.011-1.19 0.924-2.315 0.525-0.646 1.241-1.158 2.128-1.522 1.071-0.44 2.4-0.662 3.948-0.662s2.876 0.223 3.948 0.662c0.887 0.364 1.603 0.876 2.128 1.522 0.914 1.125 0.924 2.267 0.924 2.315 0 0.827-0.673 1.5-1.5 1.5zM7 16.503c0.001 0.275 0.225 0.497 0.5 0.497h11c0.275 0 0.499-0.223 0.5-0.497-0.001-0.035-0.032-0.895-0.739-1.734-0.974-1.157-2.793-1.768-5.261-1.768s-4.287 0.612-5.261 1.768c-0.707 0.84-0.738 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Manager,&nbsp;\u200b<br>Manager,\u200b<br>Planner<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"iconblock_95f9627e24ce759126dbcbadd53e0849\" class=\"block__icon -detect-in-viewport block__icon--center\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M11.5 7c-0.276 0-0.5-0.224-0.5-0.5 0-1.378-1.122-2.5-2.5-2.5-0.276 0-0.5-0.224-0.5-0.5s0.224-0.5 0.5-0.5c1.378 0 2.5-1.122 2.5-2.5 0-0.276 0.224-0.5 0.5-0.5s0.5 0.224 0.5 0.5c0 1.378 1.122 2.5 2.5 2.5 0.276 0 0.5 0.224 0.5 0.5s-0.224 0.5-0.5 0.5c-1.378 0-2.5 1.122-2.5 2.5 0 0.276-0.224 0.5-0.5 0.5zM10.301 3.5c0.49 0.296 0.903 0.708 1.199 1.199 0.296-0.49 0.708-0.903 1.199-1.199-0.49-0.296-0.903-0.708-1.199-1.199-0.296 0.49-0.708 0.903-1.199 1.199z\" fill=\"currentColor\"><\/path>\n<path d=\"M1.5 10c-0.276 0-0.5-0.224-0.5-0.5s-0.224-0.5-0.5-0.5c-0.276 0-0.5-0.224-0.5-0.5s0.224-0.5 0.5-0.5c0.276 0 0.5-0.224 0.5-0.5s0.224-0.5 0.5-0.5 0.5 0.224 0.5 0.5c0 0.276 0.224 0.5 0.5 0.5s0.5 0.224 0.5 0.5-0.224 0.5-0.5 0.5c-0.276 0-0.5 0.224-0.5 0.5s-0.224 0.5-0.5 0.5z\" fill=\"currentColor\"><\/path>\n<path d=\"M18.147 15.939l-10.586-10.586c-0.283-0.283-0.659-0.438-1.061-0.438s-0.778 0.156-1.061 0.438l-0.586 0.586c-0.283 0.283-0.438 0.659-0.438 1.061s0.156 0.778 0.438 1.061l10.586 10.586c0.283 0.283 0.659 0.438 1.061 0.438s0.778-0.156 1.061-0.438l0.586-0.586c0.283-0.283 0.438-0.659 0.438-1.061s-0.156-0.778-0.438-1.061zM5.561 6.646l0.586-0.586c0.094-0.094 0.219-0.145 0.354-0.145s0.26 0.052 0.354 0.145l1.439 1.439-1.293 1.293-1.439-1.439c-0.195-0.195-0.195-0.512 0-0.707zM17.439 17.354l-0.586 0.586c-0.094 0.094-0.219 0.145-0.353 0.145s-0.26-0.052-0.353-0.145l-8.439-8.439 1.293-1.293 8.439 8.439c0.195 0.195 0.195 0.512 0 0.707z\" fill=\"currentColor\"><\/path>\n<path d=\"M3.5 5c-0.276 0-0.5-0.224-0.5-0.5 0-0.827-0.673-1.5-1.5-1.5-0.276 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class=\"has-text-align-center\"><strong>Technology<\/strong><br>SAP BTP, 3rd Party Tools<\/p>\n\n\t<\/div>\n\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Noch Fragen offen zur Resource Planning for Clinical Trials<\/strong>?<\/h2>\n\n\n\n<p>We would be happy to talk to you about use <a href=\"https:\/\/sovanta.com\/en\/resource\/use-cases-en\/\"><a href=\"https:\/\/sovanta.com\/en\/resource\/use-cases-en\/\">use cases<\/a><\/a>, that are not only exciting, but can also be successfully implemented.<\/p>\n\n\n\n<div id=\"contact-personblock_40e6a31ba12ee525d75c245074cd06b4\" class=\"block__contact-person -detect-in-viewport block__contact-person--default block__contact-person--with-headline has-seashell-background-color has-background-color\">\n\n  <div class=\"contact-person__wrapper\">\n\n    <div class=\"contact-person__header\">\n\n      <div class=\"contact-person__header__wrapper\">\n\n        \n\n                    <div class=\"contact-person__image\">\n            <img decoding=\"async\" width=\"350\" height=\"466\" src=\"https:\/\/sovanta.com\/wp-content\/uploads\/2021\/12\/Person_Akin-Aritmac_v03_web_700x933-350x466.jpg\" class=\"attachment-contact_person size-contact_person wp-post-image\" alt=\"Akin Artimac: Customer Engagement\" srcset=\"https:\/\/sovanta.com\/wp-content\/uploads\/2021\/12\/Person_Akin-Aritmac_v03_web_700x933-350x466.jpg 350w, https:\/\/sovanta.com\/wp-content\/uploads\/2021\/12\/Person_Akin-Aritmac_v03_web_700x933-225x300.jpg 225w, https:\/\/sovanta.com\/wp-content\/uploads\/2021\/12\/Person_Akin-Aritmac_v03_web_700x933-93x124.jpg 93w, https:\/\/sovanta.com\/wp-content\/uploads\/2021\/12\/Person_Akin-Aritmac_v03_web_700x933.jpg 700w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/>          <\/div>\n                                  <div class=\"contact-person__name\">\n              Akin Aritmac            <\/div>\n                        <div class=\"contact-person__position\">\n              Chief Sales Officer, Executive Board Member            <\/div>\n          \n          \n      <\/div>\n\n    <\/div>\n\n    <div class=\"contact-person__body\">\n\n              <h2 class=\"h3 contact-person__headline\">Your Contact<\/h2>\n      \n      \n                    <div class=\"contact-person__text\">\n          With passion and cross-industry knowledge, Akin Aritmac supports his customers on their way to successful digitization.        <\/div>\n      \n                          <a href=\"mailto:akin.aritmac@sovanta.com\" class=\"btn btn--primary contact-person__btn\" title=\"Contact\">\n          Direct Contact        <\/a>\n      \n            \n    <\/div>\n\n  <\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Increasing the predictive accuracy of clinical trials with an optimized ML model.<\/p>\n","protected":false},"author":3,"featured_media":72789,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[673],"tags":[],"competence":[],"Industry":[526],"line_of_business":[572],"resource":[491,645],"systems-and-technologies":[],"class_list":["post-29145","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-ai-2","industry-healthcare","line_of_business-sourcing-and-procurement-en","resource-use-cases-en","resource-sap-ai-bdc-use-cases-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Resource Planning for Clinical Trials - sovanta AG<\/title>\n<meta name=\"description\" content=\"Resource Planning for Clinical Trials: Increasing the predictive accuracy of clinical trials with an optimized ML model.\" \/>\n<meta name=\"robots\" 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