{"id":763907,"date":"2026-05-20T01:35:46","date_gmt":"2026-05-20T06:35:46","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?p=763907&#038;preview=true&#038;preview_id=763907"},"modified":"2026-05-20T01:35:49","modified_gmt":"2026-05-20T06:35:49","slug":"the-rise-of-techbio-and-rds-evolving-operating-models","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-rise-of-techbio-and-rds-evolving-operating-models\/","title":{"rendered":"The rise of TechBio and R&#038;D\u2019s evolving operating models"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1><sub><sup>The pharma convergence series \u2013 story 01<\/sup><\/sub><br>The rise of TechBio and R&amp;D\u2019s evolving operating models<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Alex Aliper (Insilico\u00a0Medicine), Ivana Knyght, Justin Melnick, Anoushka Ambrose, Juhi Singh\u00a0<\/h5><h5 class=\"blog-date\">Apr 27, 2026<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\"\/><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><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\/?p=1216343\" 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-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?p=1216343\" 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><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-ai-is-driving-a-convergence-of-emerging-tech-and-legacy-systems-there-is-now-an-urgent-need-to-understand-how-this-will-impact-pharma-r-amp-d\">AI is driving a convergence of emerging tech and legacy systems. There is now an urgent need to understand how this will impact pharma R&amp;D<\/h2>\n\n\n\n<p>In this series, we explore the implications for operating models, drug development, and efficiency. We begin with the convergence of&nbsp;TechBio&nbsp;and the&nbsp;pharma&nbsp;R&amp;D operating model.&nbsp;<\/p>\n\n\n\n<p>The pharmaceutical industry is at a pivotal juncture, with artificial intelligence (AI) catalyzing a significant evolution in research and development.&nbsp;This has given rise to a new type of organization, often called &#8220;TechBio,&#8221; which approaches <a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/capgemini-and-insilico-medicine-partnering-to-accelerate-ai-powered-drug-discovery\/\" target=\"_blank\" rel=\"noreferrer noopener\">drug discovery<\/a> with a data-first, computational mindset.&nbsp;This stands in contrast to the established R&amp;D model of large pharmaceutical companies.&nbsp;<\/p>\n\n\n\n<p>At Capgemini, we see AI fundamentally reshaping how life sciences R&amp;D is designed, operated, and scaled. In the next part of this Pharma Convergence series, \u201cRewiring Early Drug Development with AI and Digitization,\u201d we examine the impact on the six pivotal phases of early drug R&amp;D. But first, let\u2019s explore the TechBio models now gaining momentum, challenging <a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/reimagining-pharma-rd-with-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">pharma R&amp;D<\/a> leaders to combine next-gen tech and tradition: the speed, data\u2011centricity, and experimentation of AI\u2011driven drug discovery with the rigor, governance, and execution strength of traditional pharmaceutical development.<\/p>\n\n\n\n<p>To make a sustainable impact with artificial intelligence in drug discovery, pharma R&amp;D teams must understand the operational differences and what it takes to bridge these two models. These distinctions are not merely technological; they span the core organizational pillars: people, process, and technology. We have identified three key differences life sciences leaders will need to navigate in the immediate future.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-traditional-pharma-and-techbio-differ-across-people-process-and-technology\">How traditional pharma and TechBio differ across people, process, and technology<\/h2>\n\n\n\n<p>The traditional pharma model is one of reliance on specialized silos, sequential workflows, and fragmented data systems. The emergence of TechBio is undoing that syncopation. Integrated, data-driven teams run rapid learning cycles on unified platforms. The impact on people, processes, and technology in organizations is significant.<\/p>\n\n\n\n<div class=\"wp-block-columns has-zodiak-surface-cloud-lite-background-color has-background is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-people-and-nbsp-culture-specialized-nbsp-silos-vs-nbsp-integrated-nbsp-teams-nbsp\">People and&nbsp;culture: Specialized&nbsp;silos vs.&nbsp;integrated&nbsp;teams&nbsp;<\/h3>\n\n\n\n<p>The way pharma R&amp;D teams are structured and the culture they&nbsp;operate in&nbsp;represent&nbsp;a primary point of&nbsp;divergence.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-traditional-nbsp-pharma-nbsp\" style=\"font-size:20px\">Traditional&nbsp;pharma&nbsp;<\/h3>\n\n\n\n<p style=\"font-size:18px\">Large&nbsp;pharmaceutical companies are typically organized into deep functional departments, such as chemistry, biology, and toxicology.This structure cultivates world-class expertise&nbsp;within each specific domain. However, the pharma&nbsp;R&amp;D process often involves sequential handoffs between these siloed groups, which can slow down project timelines.[<a href=\"#reference\">1<\/a>] The organizational culture is frequently process-oriented and risk-averse, which is&nbsp;a rational response to a highly regulated environment where late-stage clinical failures are exceptionally costly.[<a href=\"#reference\">2<\/a>]<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-techbio\" style=\"font-size:20px\">TechBio<\/h3>\n\n\n\n<p style=\"font-size:18px\">These&nbsp;companies often adopt organizational structures from the technology sector, forming small, integrated, cross-functional teams.&nbsp;A single project team might consist of biologists, chemists, data scientists, and software engineers working in a tightly coupled, collaborative manner. This model is designed to break down barriers between experimental science and computational analysis, facilitating&nbsp;rapid, iterative problem-solving. The culture often emphasizes agility and data-driven learning, viewing the early termination of unpromising projects not as a failure, but as an efficient allocation of resources.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-zodiak-surface-cloud-lite-background-color has-background is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-process-and-workflow-hypothesis-led-vs-nbsp-data-and-ai-driven-nbsp-drug-nbsp-discovery-nbsp\">Process and workflow: Hypothesis-led vs.&nbsp;data- and AI-driven&nbsp;drug&nbsp;discovery&nbsp;<\/h3>\n\n\n\n<p>The differences in team structure enable fundamentally different R&amp;D processes.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-traditional-nbsp-pharma-nbsp-0\" style=\"font-size:20px\">Traditional&nbsp;pharma&nbsp;<\/h3>\n\n\n\n<p style=\"font-size:18px\">The conventional R&amp;D process is a hypothesis-driven, sequential model often described as a &#8220;V-shaped\u201d funnel. It typically begins with a deep, resource-intensive investigation into a single biological target. This linear process moves methodically through preclinical research and multiple phases of human clinical trials \u2013 a journey[<a href=\"#reference\">3<\/a>] that can take 10 to 12 years with a success rate of less than 10% for assets entering clinical development.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-techbio-0\" style=\"font-size:20px\">TechBio<\/h3>\n\n\n\n<p style=\"font-size:18px\">The&nbsp;TechBio&nbsp;model is often described as &#8220;T-shaped\u201d exploration. It inverts the traditional funnel by starting with a broad but computationally inexpensive screening of numerous biological hypotheses in parallel. Machine learning algorithms analyze the resulting data to&nbsp;identify&nbsp;the most promising therapeutic signals. Only then are significant resources invested in a deep, focused investigation of these validated targets. This process is built around rapid <a href=\"https:\/\/www.moleculardevices.com\/applications\/synthetic-biology\/dbtl-approach\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Design-Make-Test-Learn<\/a> (DMTL) cycles, where AI-designed molecules are synthesized&nbsp;and&nbsp;tested,&nbsp;with&nbsp;the results&nbsp;being fed back&nbsp;into the system to improve the next generation[<a href=\"#reference\">4<\/a>] of models.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-zodiak-surface-cloud-lite-background-color has-background is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-technology-and-nbsp-data-operational-nbsp-tool-vs-nbsp-core-nbsp-asset-nbsp\">Technology and&nbsp;data: Operational&nbsp;tool vs.&nbsp;core&nbsp;asset&nbsp;<\/h3>\n\n\n\n<p>The foundation for these new processes is a philosophical shift in the role of technology and data.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-traditional-nbsp-pharma-nbsp-1\" style=\"font-size:20px\">Traditional&nbsp;pharma&nbsp;<\/h3>\n\n\n\n<p style=\"font-size:18px\">Historically, data has been viewed as a byproduct of experiments \u2014 essential for documentation and regulatory submissions, but often stored in disparate, siloed systems. This can make it challenging to aggregate and analyze the data at the scale required for modern AI applications.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-techbio-1\" style=\"font-size:20px\">TechBio<\/h3>\n\n\n\n<p style=\"font-size:18px\">In the TechBio model, data is the central and most valuable R&amp;D asset.[<a href=\"#reference\">5<\/a>] These companies are built around the intentional generation of massive, proprietary, high-quality datasets that are structured for machine learning from the moment of creation. This strategy fuels a &#8220;virtuous cycle,[<a href=\"#reference\">6<\/a>]&#8221; with more high-quality data leading to more predictive AI models, which in turn guide the generation of more valuable experimental data, creating a compounding competitive advantage. This is supported by a native technology infrastructure built on scalable cloud computing and, in some cases, dedicated supercomputers.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-measurable-nbsp-impact-of-nbsp-ai-in-drug-discovery-and-the-path-forward-nbsp\">Measurable&nbsp;impact of&nbsp;AI in drug discovery and the path forward&nbsp;<\/h2>\n\n\n\n<p>These operational differences are producing tangible results, particularly in the&nbsp;early stages&nbsp;of drug discovery.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Timelines<\/strong>: Multiple&nbsp;TechBio&nbsp;companies&nbsp;(e.g.,&nbsp;Insilico&nbsp;Medicine)&nbsp;have published case studies showing a significant reduction in preclinical timelines, compressing the industry average of four to six years to as little&nbsp;as&nbsp;12 to&nbsp;18 months.[<a href=\"#reference\">7<\/a>]<\/li>\n\n\n\n<li><strong>Success&nbsp;rates<\/strong>: As the case of Insilico Medicine indicates, In the early stages of drug discovery and development, AI-driven approaches can find the drug candidates with generation and synthesis of only 80\u2013200 molecules, whereas traditional methods typically involve screening hundreds to thousands of molecules. However, the central question remains whether this early promise will translate into improved success rates in the more complex and costly Phase Two and Three trials, where the majority of drugs fail.<\/li>\n\n\n\n<li><strong>Innovation<\/strong>: By analyzing vast datasets without human bias,&nbsp;AI&nbsp;platforms[<a href=\"#reference\">8<\/a>]&nbsp;can&nbsp;identify&nbsp;novel biological targets, moving research beyond well-established areas and potentially unlocking new therapeutic avenues.<\/li>\n<\/ul>\n\n\n\n<p>The following table provides a quantitative summary of the reported impact of&nbsp;TechBio&nbsp;on key R&amp;D metrics compared to traditional industry averages.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2800\" height=\"1787\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg\" alt=\"The rise of TechBio and R&amp;D\u2019s evolving operating models data table image updated v2\" class=\"wp-image-763908\" srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg 2800w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg?resize=300,191 300w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg?resize=768,490 768w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg?resize=1024,654 1024w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg?resize=1536,980 1536w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/The-rise-of-TechBio-and-RDs-evolving-operating-models-data-table-image-updated-v2.jpg?resize=2048,1307 2048w\" sizes=\"auto, (max-width: 2800px) 100vw, 2800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-s-nbsp-next-nbsp-for-nbsp-pharma-nbsp-r-amp-d-nbsp\">What\u2019s&nbsp;next&nbsp;for&nbsp;pharma&nbsp;R&amp;D&nbsp;<\/h2>\n\n\n\n<p>The emergence of&nbsp;TechBio&nbsp;does not signal the end of the traditional&nbsp;<a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/reinventing-the-unsustainable-pharmaceutical-rd-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">pharmaceutical model<\/a>.&nbsp;On the contrary, big&nbsp;pharma&#8217;s deep&nbsp;expertise&nbsp;in <a href=\"https:\/\/www.capgemini.com\/solutions\/next-gen-clinical-development\/\">clinical development<\/a>, regulatory affairs, and global commercialization remains indispensable.&nbsp;&nbsp;<\/p>\n\n\n\n<p>The future of <a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/driving-success-and-time-to-market-in-clinical-drug-development\/\">drug development<\/a> is likely to be an integrated ecosystem,&nbsp;where the strengths of both models are combined, often through&nbsp;strategic partnerships.[<a href=\"#reference\">9<\/a>] The most successful organizations will be those that effectively fuse the innovative, data-driven discovery engines of&nbsp;TechBio&nbsp;with the robust, late-stage development and commercialization power of established&nbsp;pharmaceutical&nbsp;companies.&nbsp;<\/p>\n\n\n\n<p>Capgemini supports life sciences organizations in bringing these elements together. We&nbsp;help our clients&nbsp;connect discovery and development, enable productive ecosystems, and realize sustainable impact across the pharma R&amp;D lifecycle.<\/p>\n\n\n\n<div class=\"wp-block-anchor-block-standard\" id=\"reference\" data-anchor-padding=\"\" style=\"--data-anchor-padding: 0px\"><\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-references\"><strong><em>References:<\/em><\/strong><\/h2>\n\n\n\n<p>1. <a href=\"https:\/\/www.drugdiscoveryonline.com\/doc\/ai-in-drug-discovery-and-development-will-it-live-up-to-the-hype-0001\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Drug discovery<\/a>; 2. <a href=\"https:\/\/www.mdpi.com\/1424-8247\/18\/7\/981\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">MDPI<\/a>; 3. <a href=\"https:\/\/www.americanpharmaceuticalreview.com\/Featured-Articles\/594397-The-Lifecycle-from-Drug-Development-Through-Approval-Processes\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">APR<\/a>; 4. <a href=\"https:\/\/www.recursion.com\/mission\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Recursion<\/a>; 5. <a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acsomega.5c00549\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ACP Pubs<\/a>; 6. <a href=\"https:\/\/www.recursion.com\/mission\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Recursion<\/a>; 7. <a href=\"https:\/\/www.fiercebiotech.com\/medtech\/breaking-big-pharma-s-ai-barrier-insilico-medicine-uncovers-novel-target-new-drug-for\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Fierce Biotech<\/a>; 8. <a href=\"https:\/\/www.recursion.com\/mission\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Recursion<\/a>; 9. <a href=\"https:\/\/www.labiotech.eu\/best-biotech\/ai-drug-discovery-companies\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Labiotech<\/a>; 10. <a href=\"https:\/\/www.drugtargetreview.com\/early-evidence-and-emerging-trends-how-ai-is-shaping-drug-discovery-and-clinical-development\/648593.article\">Drug Target Review<\/a>; 11. <a href=\"https:\/\/www.drugdiscoveryonline.com\/doc\/ai-in-drug-discovery-and-development-will-it-live-up-to-the-hype-0001\">Drug Discovery Online<\/a>; 12. <a href=\"https:\/\/insights.citeline.com\/IV154612\/Why-Are-Clinical-Development-Success-Rates-Falling\/\">Citeline<\/a>; 13. <a href=\"https:\/\/www.biopharmatrend.com\/news\/insilico-medicine-reports-preclinical-benchmarks-for-ai-designed-therapeutics-1137\/\">BiopharmaTrend<\/a><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-white-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:180px\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"800\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/Insilico-Medicine.png\" alt=\"Insilico Medicine\" class=\"wp-image-763909\" srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/Insilico-Medicine.png 1080w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/Insilico-Medicine.png?resize=300,222 300w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/Insilico-Medicine.png?resize=768,569 768w, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/05\/Insilico-Medicine.png?resize=1024,759 1024w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Capgemini and Insilico Medicine have formed a strategic partnership to accelerate AI\u2011driven drug discovery, combining Capgemini\u2019s expertise in scaling data and AI across life sciences with Insilico\u2019s industry\u2011leading generative AI platforms.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Insilico\u2019s Pharma.AI suite enables end\u2011to\u2011end discovery \u2014 from target identification to molecule design and clinical prediction \u2014 dramatically reducing timelines and improving success rates.&nbsp; Together, the two organizations aim to address persistent R&amp;D productivity challenges by reimagining discovery as an integrated, AI\u2011first system.&nbsp;<\/p>\n\n\n\n<p>The partnership focuses on four key innovation areas: specialized scientific LLMs and datasets, advanced lab automation, rapid AI\u2011driven drug discovery sprints, and AI\u2011enabled biomarker identification and strategy. These initiatives converge data, models, and experimentation into a continuous learning loop \u2014 enabling faster, more scalable, and more reproducible breakthroughs across the pharmaceutical R&amp;D lifecycle.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<div class=\"wrapper-get-in-touch-block\">\n<section class=\"wp-block-cg-blocks-wrapper-get-in-touch section get-in-touch-block\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"getintouch-heading\">Authors<\/h2><\/div><\/div><div><div class=\"cg-slider show-card\"><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/Alix-Aliper.jpg\" alt=\"Alix Aliper\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Alex\u00a0Aliper\u00a0\u00a0<\/h3><p class=\"box-position\">President,\u00a0Insilico\u00a0Medicine\u00a0<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/08\/Ivana-Knyght.jpg\" alt=\"\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Ivana Knyght<\/h3><p class=\"box-position\">VP &amp; Capgemini Invent Industry Lead<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/02\/Justin-Melnick.jpg\" alt=\"\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Justin Melnick<\/h3><p class=\"box-position\">R&amp;D Transformation Partner Life Sciences, Capgemini Invent<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/Anoushka-Ambrose.jpg\" alt=\"Anoushka Ambrose\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Anoushka Ambrose\u00a0<\/h3><p class=\"box-position\">Global R&amp;D Transformation Lead, Capgemini Invent<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/Juhi-Singh.jpg\" alt=\"Juhi Singh\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Juhi Singh\u00a0<\/h3><p class=\"box-position\">Life Sciences Manager, Capgemini Invent<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><\/div><div class=\"cg-slider hide-card\">\n\t\t<div class=\"main\">\n\n\t\t\t\n\t\t\t<div class=\"box\">\n\t\t\t\t\t\t\t\t\t<div class=\"box-author-img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" alt=\"\"\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=250&#038;quality=70\">\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t<\/div>\n\t\n\t\t<div class=\"main\">\n\n\t\t\t\n\t\t\t<div class=\"box\">\n\t\t\t\t\t\t\t\t\t<div class=\"box-author-img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" alt=\"\"\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=250&#038;quality=70\">\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t<\/div>\n\t\n\t<p class=\"setting-message\">\n\t\tPlease select person from right-hand side settings\t<\/p>\n\t\n<\/div><\/div><\/div><\/section>\n\n<div class=\"modal bs-modal-get-in-touch\" id=\"bs-modal-get-in-touch-2275925353\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\n\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"Close\" data-bs-dismiss=\"modal\">\n\t\t\t\t\t<span class=\"modal-close-button-text\">close button<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"modal-body\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo.svg\"\n\t\t\t\t\t\t\t\talt=\"Connect with us\"\n\t\t\t\t\t\t\t\tclass=\"light\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/logo-white.svg\"\n\t\t\t\t\t\t\t\talt=\"Connect with us\"\n\t\t\t\t\t\t\t\tclass=\"dark\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h4 class=\"form-title\">Connect with us<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_613082_3855095102\" 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_613076_3576_3727169019\" name=\"_mf_613076_3576\" placeholder=\"First Name\" required \/><label for=\"_mf_613076_3576_3727169019\" 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_613076_9936_1666379470\" name=\"_mf_613076_9936\" placeholder=\"Last Name\" required \/><label for=\"_mf_613076_9936_1666379470\" 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=\"text\" class=\"form-control\" id=\"_mf_613076_8904_2798594610\" name=\"_mf_613076_8904\" placeholder=\"Company\" required \/><label for=\"_mf_613076_8904_2798594610\" 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=\"email\" class=\"form-control\" id=\"_mf_613082_3616_3180515174\" name=\"_mf_613082_3616\" placeholder=\"Email (Business Email only)\" required \/><label for=\"_mf_613082_3616_3180515174\" class=\"form-label\">Email (Business Email only) <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">email_address<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" pattern=\"^[0-9\\-\\+\\s]+$\"  class=\"form-control\" id=\"_mf_613082_3512_1923616357\" name=\"_mf_613082_3512\" oninput=\"validateInput(this)\" maxlength=\"14\" placeholder=\"Phone\"  \/><label for=\"_mf_613082_3512_1923616357\" class=\"form-label\">Phone (optional)<\/label><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_613076_4465_259307649\" class=\"floating__label form-country-select-label\" data-content=\"Country\">\n\t\t\t\t<span class=\"floating-label-content\">Country<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_613076_4465_259307649\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_613076_4465\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\" >Country<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Aland Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Algeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >American Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorra<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua And Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Armenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Austria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerbaijan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahrain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bangladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbados<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Belarus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgium<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >Belize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >Benin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnia And Herzegovina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Botswana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Bouvet Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Brazil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >British Indian Ocean Territory<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgaria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cape Verde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Cayman Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >Central African Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Chad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chile<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >China<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Christmas Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Cocos (Keeling) Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comoros<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Cook Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >Cote D&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Cyprus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >Czech Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Denmark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >Dominican Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Ecuador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypt<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Equatorial Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Eritrea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Falkland Islands (Malvinas)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Faroe Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fiji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\" >France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >French Guiana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >French Polynesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >French Southern Territories<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >Georgia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Germany<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Greece<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Greenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernsey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guinea-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Haiti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Heard Island &amp; Mcdonald Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Holy See (Vatican City State)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hungary<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Iceland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >India<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indonesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran, Islamic Republic Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Iraq<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Ireland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Isle Of Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Israel<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jamaica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Korea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Kuwait<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kyrgyzstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Lao People&#039;s Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Latvia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Lebanon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Liberia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Libyan Arab Jamahiriya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lithuania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Macedonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaysia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malta<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Marshall Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Mauritius<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micronesia, Federated States Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldova<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Montenegro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Morocco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Myanmar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >Nepal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Netherlands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Netherlands Antilles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >New Caledonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >New Zealand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niue<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Northern Mariana Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norway<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Palestinian Territory, Occupied<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papua New Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >Peru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Poland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Puerto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >Reunion<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Romania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >Russian Federation<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barthelemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Saint Helena<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint Kitts And Nevis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Saint Lucia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint Pierre And Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint Vincent And Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >San Marino<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tome And Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Saudi Arabia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >Senegal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapore<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovakia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slovenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Solomon Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >South Africa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >South Georgia And Sandwich Isl.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Spain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Sudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard And Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Sweden<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Switzerland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >Syrian Arab Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Taiwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tajikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TZ\" >Tanzania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TH\" >Thailand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TL\" >Timor-Leste<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TG\" >Togo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TK\" >Tokelau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TO\" >Tonga<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TT\" >Trinidad And Tobago<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TN\" >Tunisia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TR\" >Turkey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TM\" >Turkmenistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TC\" >Turks And Caicos Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TV\" >Tuvalu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UG\" >Uganda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UA\" >Ukraine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AE\" >United Arab Emirates<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GB\" >United Kingdom<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"US\"  selected='selected'>United States<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UM\" >United States Outlying Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UY\" >Uruguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UZ\" >Uzbekistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VU\" >Vanuatu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VE\" >Venezuela<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VN\" >Viet Nam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VG\" >Virgin Islands, British<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VI\" >Virgin Islands, U.S.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WF\" >Wallis And Futuna<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EH\" >Western Sahara<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YE\" >Yemen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZM\" >Zambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZW\" >Zimbabwe<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\n\t\t\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Country is not valid.<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<script type=\"text\/javascript\">\n            jQuery(document).ready(function($) {\n                $('.mf_form__form').each(function() {\n                    var $form = $(this); \/\/ This specific form instance\n\n                    \/\/ Find the country select in this form\n                    $form.find('.form_country_select').each(function() {\n                        var $select = $(this);\n\t\t\t\t\t\tvar clickCount = 0;\n                        \/\/ On change\n                        $select.on('click', function() {\n\t\t\t\t\t\t\tclickCount++;\n\t\t\t\t\t\t\tif (clickCount === 1) {\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').addClass('active');\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t});\n\t\t\t\t\t\t$select.on('blur', function() {\n\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t});\n                    });\n                });\n            });\n        <\/script>\n\n\t\t\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_613082_1825_4087155447\">Page URL\t\t\t\t\t<\/label>\n\t\t\t\t<input\n\t\t\t\t\ttype=\"hidden\"\n\t\t\t\t\tid=\"_mf_613082_1825_4087155447\"\n\t\t\t\t\tclass=\"mf_field__input empty\"\n\t\t\t\t\tname=\"_mf_613082_1825\"\n\t\t\t\t\tdata-validate=\"text\"\n\t\t\t\t\tvalue=\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-rise-of-techbio-and-rds-evolving-operating-models\/\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_613082_1845_1934065790\">Expert title\t\t\t\t\t<\/label>\n\t\t\t\t<input type=\"hidden\" id=\"_mf_613082_1845_1934065790\" class=\"mf_field__input empty\" name=\"_mf_613082_1845\" data-validate=\"text\" data-hidden-field-tag=\"expert_title\" value=\"\"  \/>\n\t\t\t<\/div>\n\t\t<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_613076_2065_26586664\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_613076_2065[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_613076_2065_26586664\" 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. For further information, please see our<a href=\"https:\/\/www.capgemini.com\/us-en\/privacy-policy\/\"> Privacy Notice<\/a>.  &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\">\n\t\t\t\t\t<label for=\"slider-submit-_mf_613076_7321\" class=\"slide-text\">\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/label>\n\t\t\t\t\t<input\n\t\t\t\t\t\tid=\"slider-submit-_mf_613076_7321\"\n\t\t\t\t\t\ttype=\"range\"\n\t\t\t\t\t\tclass=\"mf_field__input slider-frm-btn\"\n\t\t\t\t\t\trel=\"_mf_613076_7321\"\n\t\t\t\t\t\tmin=\"0\"\n\t\t\t\t\t\tmax=\"100\"\n\t\t\t\t\t\tvalue=\"0\"\n\t\t\t\t\t\taria-label=\"Slide to submit\"\n\t\t\t\t\t\taria-describedby=\"slide-instruction-_mf_613076_7321\"\n\t\t\t\t\t\taria-valuenow=\"0\"\n\t\t\t\t\t\taria-valuemin=\"0\"\n\t\t\t\t\t\taria-valuemax=\"100\"\n\t\t\t\t\t\taria-orientation=\"horizontal\"\n\t\t\t\t\t\trole=\"slider\"\n\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\/>\n\t\t\t\t\t<!-- Icon element for Firefox (doesn't support ::before\/::after on inputs) -->\n\t\t\t\t\t<span class=\"slider-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<span id=\"slide-instruction-_mf_613076_7321\" class=\"sr-only\">\n\t\t\t\t\t\tUse right arrow keys to slide, or drag right with your finger. When you reach 100 percent, the form is submitted.\t\t\t\t\t<\/span>\n\t\t\t\t\t<!-- Mobile-only submit button fallback -->\n\t\t\t\t\t<button type=\"submit\" class=\"mf-mobile-submit-btn\" disabled>\n\t\t\t\t\t\t<span class=\"sr-only\">If you use a screen reader or VoiceOver, double-tap this button to submit the form.<\/span>\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Slide to submit\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Submitted\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"613082\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"expert-connect-capgemini-united-states-new-website-2022\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"93f7c02ab7\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t<h2>Thank you for reaching out. We will get back to you.<\/h2><\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG613082 = {\"613082\":{\"errors\":{\"_mf_613082_3616\":\"email_address\"},\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/div>\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Experts<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2022\/12\/Thorsten-Rall-002-1.jpg\" alt=\"Thorsten Rall\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/thorsten-alexander-rall-b232185\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Thorsten Rall<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Global Industry Lead Life Sciences, EVP<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/thorsten-alexander-rall-b232185\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Since January 2023, Thorsten has been the Executive Vice President and Global Industry Lead for Life Sciences at Capgemini. Previously, he worked at Novartis in various senior roles. As Senior Vice President of Digital Transformation &#038; Innovation, he led the digital function, developed and implemented high-risk, high-return strategic innovation initiatives, and was responsible for Business Development and partnerships in the digital space. <\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal\" id=\"WPB7f887985_013d_47ae_8eb3_f1be61d66565\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"close\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\" class=\"light\" \/>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\" class=\"dark\" \/>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1094490_170084295\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1094490\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"93f7c02ab7\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! We have received your form submission.\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG1094490 = {\"1094490\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/09\/Dr-Parvin-Moyassari_Image.jpg\" alt=\"Dr. Parvin Moyassari\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/dr-parvin-moyassari\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Dr. Parvin Moyassari<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Global Head of Life Sciences, Insight &amp; Data \u2013 Capgemini<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/dr-parvin-moyassari\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Parvin leads Capgemini\u2019s global Life Sciences at Insight &#038; Data practice, where she brings together scientific depth and digital innovation to transform life sciences industry. With over 18 years of experience in AI, data analytics and digital transformation, she drives strategic initiatives that unlock the power of data and AI to improve health outcomes, streamline operations, and enable smarter decision-making. Her work is at the forefront of shaping the future of pharmaceutical intelligence, bridging cutting-edge technology with real-world impact.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal\" id=\"WPBc7e7adf1_814e_44c3_a605_cd24fed3efcb\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"close\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\" class=\"light\" \/>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\" class=\"dark\" \/>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1094490_1175674459\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1094490\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"93f7c02ab7\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! We have received your form submission.\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG1094490 = {\"1094490\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-blocks-faq-schema\"><section class=\"undefined section section--faqs-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-8\"><div class=\"content-title\"><h2>FAQs<\/h2><\/div><\/div><\/div><div class=\"filters filters--vertical\" data-max=\"100\"><div class=\"expanders filters-content\"><div class=\"row\"><div class=\"col-12 col-md-8\"><div class=\"expander-box filter-box tag-active opened\" data-filter=\"\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"true\"><h3>Explain the applications of AI in drug discovery.<\/h3><\/div><div class=\"expander-content\"><p>AI can improve success rates by accelerating target identification, design of molecules, virtual screening, and predictive modeling while reducing costs in the process.<\/p><\/div><\/div><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-8\"><div class=\"expander-box filter-box tag-active \" data-filter=\"\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>How to integrate AI tools in TechBio research workflows?<\/h3><\/div><div class=\"expander-content\"><p>Any integration of AI must consider the alignment of data pipelines. It is important to embed models right into workflows. This results in crucial interoperability.<\/p><\/div><\/div><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-8\"><div class=\"expander-box filter-box tag-active \" data-filter=\"\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>How do TechBio companies integrate technology differently than BioTech organizations?<\/h3><\/div><div class=\"expander-content\"><p>TechBio companies operate with a software-first approach, building scalable platforms and data loops. 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