{"id":1159,"date":"2025-10-29T18:23:29","date_gmt":"2025-10-29T12:53:29","guid":{"rendered":"https:\/\/blogs.infosys.com\/infosys-consulting\/?p=1159"},"modified":"2025-10-29T18:23:29","modified_gmt":"2025-10-29T12:53:29","slug":"from-silos-to-synergy-a-strategic-imperative-for-federated-learning-in-pharma","status":"publish","type":"post","link":"https:\/\/blogs.infosys.com\/infosys-consulting\/pov\/from-silos-to-synergy-a-strategic-imperative-for-federated-learning-in-pharma.html","title":{"rendered":"From Silos to Synergy: A Strategic Imperative for Federated Learning in Pharma"},"content":{"rendered":"<p>As the pharmaceutical industry intensifies its use of real-world data, advanced analytics, and AI-driven insights, the ability to collaborate without compromising sensitive information has become a strategic imperative. Federated Learning (FL) offers a compelling model for enabling privacy-preserving, cross-institutional collaboration. This paper provides actionable insights into FL\u2019s benefits for pharma data governance and infrastructure, addressing practical challenges and readiness factors for successful deployment.<\/p>\n<p>Read our full POV here <a href=\"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-content\/uploads\/2025\/10\/IC251002-03_From-Silos-to-Synergy-A-Strategic-Imperative_WEB.pdf\" target=\"_blank\" rel=\"noopener\">From Silos to Synergy: A Strategic Imperative For Federated Learning in Pharma<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As the pharmaceutical industry intensifies its use of real-world data, advanced analytics, and AI-driven [&hellip;]<\/p>\n","protected":false},"author":925,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[218,49],"tags":[366,375,374,397],"coauthors":[371,372,373,238],"class_list":["post-1159","post","type-post","status-publish","format-standard","hentry","category-life-sciences","category-pov","tag-advanced-analytics","tag-federated-learning","tag-pharma","tag-pharmaceutical"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/posts\/1159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/users\/925"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/comments?post=1159"}],"version-history":[{"count":2,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/posts\/1159\/revisions"}],"predecessor-version":[{"id":1163,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/posts\/1159\/revisions\/1163"}],"wp:attachment":[{"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/media?parent=1159"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/categories?post=1159"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/tags?post=1159"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.infosys.com\/infosys-consulting\/wp-json\/wp\/v2\/coauthors?post=1159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}