{"id":17577,"date":"2026-07-07T09:23:49","date_gmt":"2026-07-07T09:23:49","guid":{"rendered":"https:\/\/www.sygnaturediscovery.com\/?post_type=webinar-and-podcast&#038;p=17577"},"modified":"2026-07-15T10:56:10","modified_gmt":"2026-07-15T10:56:10","slug":"ai-meets-expertise-a-hybrid-workflow-for-modern-target-id-qiagen-sygnature","status":"publish","type":"webinar-and-podcast","link":"https:\/\/www.sygnaturediscovery.com\/fr\/webinar-and-podcast\/ai-meets-expertise-a-hybrid-workflow-for-modern-target-id-qiagen-sygnature\/","title":{"rendered":"AI Meets Expertise: A hybrid Workflow For Modern Target ID | QIAGEN &amp; Sygnature"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-text-2-xl-font-size\"><strong>Prefer to read rather than watch?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Read our <a href=\"https:\/\/www.sygnaturediscovery.com\/blog\/ai-meets-expertise-a-hybrid-approach-to-modern-target-identification\/\">blog <\/a>which shares the key insights from the discussion.<\/p>\n\n\n\n<p class=\"has-text-2-xl-font-size wp-block-paragraph\"><strong>When AI Produces Hundreds of Answers: Turning Insight into Action<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-driven workflows can identify hundreds of potential therapeutic targets in minutes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But quantity doesn\u2019t equal confidence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A target may appear statistically compelling while hiding critical biological risks, tissue-specific safety concerns or clinical limitations that only emerge through deeper investigation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The question isn\u2019t: <em>\u00ab\u00a0Can AI find targets?\u00a0\u00bb<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s: <em>\u00ab\u00a0How do you identify the targets worth pursuing and eliminate those that aren\u2019t?\u00a0\u00bb<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this 45-minute fireside chat, <a href=\"#experts\">experts from Sygnature Discovery and QIAGEN Digital Insights<\/a> share their perspectives on the evolving role of AI in target identification. Drawing on their combined expertise in bioinformatics, pathway analysis, translational biology, and drug discovery, the panel explores the practical challenges of moving from AI-generated target lists to confident, evidence-based decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through real-world examples and discussion, viewers will gain insights into how scientific expertise, experimental validation, and data-driven analysis can be combined to improve target prioritization, reduce risk, and support more effective drug discovery programs.<\/p>\n\n\n\n<p class=\"has-text-2-xl-font-size wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--50)\"><strong><a href=\"#watch\">Register to watch this webinar on demand<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-2-xl-font-size wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--50)\"><strong>In This Webinar You\u2019ll Learn<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-d895b8b9 wp-block-group-is-layout-grid\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-base-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--20);font-style:normal;font-weight:500\">Beyond AI Rankings<\/h3>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-17a54dcd28ba5e8ec91522ced11967bb wp-block-paragraph\">Why highly-ranked targets can fail when biological context is missing.<\/p>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-1fb62beacb04a53ff117f859c1ae6586 wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-base-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--20);font-style:normal;font-weight:500\">Human Expertise in the Loop<\/h3>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-cca65a2b88653a6974c5dbd1e5ff70c8 wp-block-paragraph\">How multidisciplinary teams challenge, validate and refine AI-generated insights.<\/p>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-1fb62beacb04a53ff117f859c1ae6586 wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-base-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--20);font-style:normal;font-weight:500\">Making AI Explainable<\/h3>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-ac8b028a05a1356b83beceedcafacd5a wp-block-paragraph\">What scientists need to see before committing to experimental validation.<\/p>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-1fb62beacb04a53ff117f859c1ae6586 wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-base-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--20);font-style:normal;font-weight:500\">From Targets to Pathways<\/h3>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-b3b8aa41d9a072701179d5428e5d627d wp-block-paragraph\">Why understanding pathway biology can reveal opportunities AI alone may miss.<\/p>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-1fb62beacb04a53ff117f859c1ae6586 wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-base-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--20);font-style:normal;font-weight:500\">Fail Faster<\/h3>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-58b8a02a605d927f5558c51caca81be6 wp-block-paragraph\">How leading teams design workflows that identify risks early and avoid costly dead ends.<\/p>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-1fb62beacb04a53ff117f859c1ae6586 wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-2-xl-font-size\" style=\"padding-top:var(--wp--preset--spacing--50)\"><strong>Key Discussion Topics<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How AI-generated target lists are evaluated in real-world discovery programs<\/li>\n\n\n\n<li>Why biological context remains critical when prioritizing targets<\/li>\n\n\n\n<li>The role of pathway analysis in understanding disease mechanisms<\/li>\n\n\n\n<li>Balancing AI efficiency with expert scientific judgment<\/li>\n\n\n\n<li>Approaches for identifying safety, tractability and translational risks earlier<\/li>\n\n\n\n<li>What \u00ab\u00a0human-in-the-loop\u00a0\u00bb and \u00ab\u00a0lab-in-the-loop\u00a0\u00bb workflows look like in practice<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>\u00ab\u00a0Don\u2019t design a program where you are likely to get success. Design a program that will flag failures.\u00a0\u00bb<\/p><cite>Saurav Saha, Sygnature Discovery<\/cite><\/blockquote><\/figure>\n\n\n\n<p class=\"has-text-2-xl-font-size wp-block-paragraph\" id=\"experts\" style=\"padding-top:var(--wp--preset--spacing--20)\"><strong>Meet The Experts<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-b2e659ba wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-b2e659ba wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-right:var(--wp--preset--spacing--10);padding-left:var(--wp--preset--spacing--10); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<figure class=\"wp-block-image size-full is-style-rounded is-style-rounded--1\"><img loading=\"lazy\" decoding=\"async\" width=\"342\" height=\"360\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Saurav_Saha_Senior_Scientist_Computational_Sciences_UK.webp\" alt=\"\" class=\"wp-image-17544\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Saurav_Saha_Senior_Scientist_Computational_Sciences_UK.webp 342w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Saurav_Saha_Senior_Scientist_Computational_Sciences_UK-285x300.webp 285w\" sizes=\"(max-width: 342px) 100vw, 342px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--10)\"><a href=\"https:\/\/www.linkedin.com\/in\/sauravbsaha\/\"><strong>Saurav Saha<\/strong><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Senior Scientist 2<br>Computational Sciences and Informatics<br><a href=\"https:\/\/www.linkedin.com\/company\/sygnature-discovery\/\" type=\"link\" id=\"https:\/\/www.linkedin.com\/company\/sygnature-discovery\/\">Sygnature Discovery<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--60)\">\n<div class=\"wp-block-button\" modaltype=\"side\" data-pegasus-modal=\"Modal--side\"><a data-pegasus-modal=\"Modal--Side\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/saurav-saha-bio-modal\/\">Read More<\/a><\/div>\n<\/div>\n\n\n<section class=\"Accordion relative w-full mx-auto \" style=\"\">\n            \n        <div>\n        <div class=\"acf-innerblocks-container\"><\/div>\n    <\/div>\n    \n            <\/section>\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-right:var(--wp--preset--spacing--10);padding-left:var(--wp--preset--spacing--10); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<figure class=\"wp-block-image size-full is-style-rounded is-style-rounded--2\"><img loading=\"lazy\" decoding=\"async\" width=\"342\" height=\"360\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Daniel_Bakowski_Senior_Principal_Scientist_Bioscience_UK.webp\" alt=\"\" class=\"wp-image-17545\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Daniel_Bakowski_Senior_Principal_Scientist_Bioscience_UK.webp 342w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Daniel_Bakowski_Senior_Principal_Scientist_Bioscience_UK-285x300.webp 285w\" sizes=\"(max-width: 342px) 100vw, 342px\"><\/figure>\n\n<\/div>\n\t\t\n\t        <\/section>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--10)\"><strong><a href=\"https:\/\/www.linkedin.com\/in\/danielbakowski\/\">Daniel Bakowski<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Senior Principal Scientist<br>Bioscience<br><a href=\"https:\/\/www.linkedin.com\/company\/sygnature-discovery\/\" type=\"link\" id=\"https:\/\/www.linkedin.com\/company\/sygnature-discovery\/\">Sygnature Discovery<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"padding-top:1.39rem\">\n<div class=\"wp-block-button\" modaltype=\"side\" data-pegasus-modal=\"Modal--side\"><a data-pegasus-modal=\"Modal--Side\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/daniel-bakowski-bio-modal\/\">Read More<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-b2e659ba wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-right:var(--wp--preset--spacing--10);padding-left:var(--wp--preset--spacing--10); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<figure class=\"wp-block-image size-full is-style-rounded is-style-rounded--3\"><img loading=\"lazy\" decoding=\"async\" width=\"342\" height=\"360\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Iman-Bhattacharya.webp\" alt=\"\" class=\"wp-image-17547\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Iman-Bhattacharya.webp 342w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Iman-Bhattacharya-285x300.webp 285w\" sizes=\"(max-width: 342px) 100vw, 342px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--10)\"><a href=\"https:\/\/www.linkedin.com\/in\/imanbhattacharya\/\"><strong>Iman Bhattacharya<\/strong><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Senior Global Product Marketing Manager<br><a href=\"https:\/\/www.linkedin.com\/company\/qiagen\/\" type=\"link\" id=\"https:\/\/www.linkedin.com\/company\/qiagen\/\">QIAGEN<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"padding-top:1.39rem\">\n<div class=\"wp-block-button\" modaltype=\"side\" data-pegasus-modal=\"Modal--side\"><a data-pegasus-modal=\"Modal--Side\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/iman-bhattacharya-bio-modal\/\">Read More<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-right:var(--wp--preset--spacing--10);padding-left:var(--wp--preset--spacing--10); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<figure class=\"wp-block-image size-full is-style-rounded is-style-rounded--4\"><img loading=\"lazy\" decoding=\"async\" width=\"342\" height=\"360\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Olivia-Alder-QIAGEN.webp\" alt=\"\" class=\"wp-image-17546\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Olivia-Alder-QIAGEN.webp 342w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/06\/Olivia-Alder-QIAGEN-285x300.webp 285w\" sizes=\"(max-width: 342px) 100vw, 342px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"padding-top:var(--wp--preset--spacing--10)\"><strong><strong><a href=\"https:\/\/www.linkedin.com\/in\/olivia-alder-scientist\/\">Olivia Alder<\/a><\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Senior Manager, QDI Field Application Scientist<br><a href=\"https:\/\/www.linkedin.com\/company\/qiagen\/\" type=\"link\" id=\"https:\/\/www.linkedin.com\/company\/qiagen\/\">QIAGEN<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"padding-top:1.39rem\">\n<div class=\"wp-block-button\" modaltype=\"side\" data-pegasus-modal=\"Modal--side\"><a data-pegasus-modal=\"Modal--Side\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/olivia-alder-bio-modal\/\">Read More<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h1 id=\"watch\" class=\"wp-block-heading has-text-2-xl-font-size\" style=\"padding-top:var(--wp--preset--spacing--20)\"><strong>Ready to Explore the Full Discussion?<\/strong><\/h1>\n\n\n\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n    portalId: \"7062255\",\n    formId: \"1c62fb5d-bc76-4521-96e7-4cf575ea7f47\",\n    region: \"na1\"\n  });\n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>In drug discovery, generating targets is no longer the challenge.<br \/>\nThe real question is how to identify the few worth investing months of research and significant resources to pursue.<br \/>\nHear expert perspectives on how AI, pathway analysis and scientific expertise are shaping modern target identification.<\/p>\n","protected":false},"featured_media":17601,"template":"","category":[679],"resource_tag":[],"class_list":["post-17577","webinar-and-podcast","type-webinar-and-podcast","status-publish","has-post-thumbnail","hentry","category-computer-aided-drug-design"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Meets Expertise: A hybrid Workflow For Modern Target ID | QIAGEN &amp; 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