{"id":859,"date":"2026-04-24T15:08:00","date_gmt":"2026-04-24T15:08:00","guid":{"rendered":"https:\/\/pharma-talks.com\/?post_type=episode&#038;p=859"},"modified":"2026-09-04T10:30:45","modified_gmt":"2026-09-04T10:30:45","slug":"agentic-ai-in-pharma","status":"publish","type":"episode","link":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/","title":{"rendered":"How Agentic AI Earns Trust in Regulated Environments\u00a0"},"content":{"rendered":"\n<div style=\"height:200px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<style id=\"pharmatalks-content-section-style\">.pt-content-section{background:var(--pt-content-section-bg,transparent);color:var(--pt-content-section-text,var(--color-text));padding:var(--pt-content-section-padding-top,32px) var(--pt-content-section-padding-x,0) var(--pt-content-section-padding-bottom,32px)}.pt-content-section img{border-radius:24px}.pt-content-section>.container{max-width:var(--pt-content-section-container-max-width,var(--container-width));padding:var(--pt-content-section-container-padding-top,0) var(--pt-content-section-container-padding-x,var(--container-padding)) var(--pt-content-section-container-padding-bottom,0)}@media (max-width:899px){.pt-content-section{padding:var(--pt-content-section-mobile-padding-top,var(--pt-content-section-padding-top,32px)) var(--pt-content-section-mobile-padding-x,var(--pt-content-section-padding-x,0)) var(--pt-content-section-mobile-padding-bottom,var(--pt-content-section-padding-bottom,32px))}.pt-content-section>.container{padding:var(--pt-content-section-mobile-container-padding-top,var(--pt-content-section-container-padding-top,0)) var(--pt-content-section-mobile-container-padding-x,var(--pt-content-section-container-padding-x,var(--container-padding))) var(--pt-content-section-mobile-container-padding-bottom,var(--pt-content-section-container-padding-bottom,0))}}<\/style>\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-mobile-padding-top:16px;--pt-content-section-container-max-width:1240px;--pt-content-section-container-padding-top:0px;--pt-content-section-container-padding-bottom:0px\"><div class=\"container\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png\" alt=\"\" class=\"wp-image-1243\" width=\"2400\" height=\"1350\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png 2400w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-300x169.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-1024x576.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-768x432.png 768w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-1536x864.png 1536w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-2048x1152.png 2048w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2-371x209.png 371w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/figure>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-container-max-width:1280px;--pt-content-section-container-padding-top:0px;--pt-content-section-container-padding-bottom:0px\"><div class=\"container\">\n<section class=\"wp-block-pharmatalks-episode-player pt-episode-player\" style=\"color:#082480;--pt-episode-player-padding-top:0px;--pt-episode-player-padding-bottom:0px\"><div class=\"container\"><div class=\"pt-episode-player__inner\"><div class=\"pt-episode-player__media\"><img decoding=\"async\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/02\/pt-logo-1.webp\" alt=\"Don\u2019t miss a new episode\" loading=\"lazy\"\/><\/div><div class=\"pt-episode-player__content\"><p class=\"pt-episode-player__subtitle\">How Agentic AI Earns Trust in Regulated Environments<\/p><h3 class=\"pt-episode-player__title\">Don\u2019t miss a new episode<\/h3><div class=\"pt-episode-player__controls\"><button type=\"button\" class=\"pt-episode-player__play\" aria-label=\"Play\" aria-pressed=\"false\"><span class=\"pt-episode-player__play-icon\" aria-hidden=\"true\"><\/span><\/button><div class=\"pt-episode-player__panel\"><div class=\"pt-episode-player__timeline\"><input type=\"range\" class=\"pt-episode-player__progress\" min=\"0\" max=\"100\" step=\"0.1\" defaultvalue=\"0\" aria-label=\"Seek\"\/><\/div><div class=\"pt-episode-player__bottom\"><div class=\"pt-episode-player__actions\"><button type=\"button\" class=\"pt-episode-player__speed pt-episode-player__speed--down\" data-speed=\"down\" aria-label=\"Slow down\"><span class=\"pt-episode-player__speed-icon\" aria-hidden=\"true\"><\/span><\/button><span class=\"pt-episode-player__speed-display\">1X<\/span><button type=\"button\" class=\"pt-episode-player__speed pt-episode-player__speed--up\" data-speed=\"up\" aria-label=\"Speed up\"><span class=\"pt-episode-player__speed-icon\" aria-hidden=\"true\"><\/span><\/button><\/div><div class=\"pt-episode-player__time-volume\"><div class=\"pt-episode-player__volume\"><button type=\"button\" class=\"pt-episode-player__volume-toggle\" aria-label=\"Mute\" aria-pressed=\"false\"><span class=\"pt-episode-player__volume-icon\" aria-hidden=\"true\"><\/span><\/button><input type=\"range\" class=\"pt-episode-player__volume-range\" min=\"0\" max=\"1\" step=\"0.01\" defaultvalue=\"1\" aria-label=\"Volume\"\/><\/div><div class=\"pt-episode-player__time\"><span class=\"pt-episode-player__current\">0:00<\/span><span class=\"pt-episode-player__divider\">|<\/span><span class=\"pt-episode-player__duration\">&#8211;:&#8211;<\/span><\/div><\/div><\/div><\/div><\/div><div class=\"pt-episode-player__links\"><a class=\"pt-episode-player__link\" href=\"#subscribe\" rel=\"noopener noreferrer\">Subscribe<\/a><\/div><audio class=\"pt-episode-player__audio\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/Pharma-Talks_-Building-Trust-in-Agentic-AI-in-Pharma.mp3\"><\/audio><\/div><\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-mobile-padding-x:20px;--pt-content-section-container-max-width:1200px;--pt-content-section-container-padding-top:20px;--pt-content-section-container-padding-bottom:20px;--pt-content-section-container-padding-x:20px\"><div class=\"container\" style=\"border-radius:20px;overflow:hidden;background-color:#ffffff\">\n<p class=\"wp-block-paragraph\">Asking whether AI can be trusted in pharma is really asking a question about architecture. What the system retrieves from, whether it learns from what it&#8217;s given, and whether any given sentence can be traced back to a source \u2014 those answers determine the trust, not assurances about the model.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this episode of Pharma Talks, Nataliya Andreychuk spoke with Anna Shavurska, an AI solutions architect with over a decade in technology and 14 years at Viseven, working across front-end, back-end, and AWS environments.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The Data Question<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Anna&#8217;s starting position is that client caution here is well-founded rather than something to be talked past. The concern is about how AI systems use and process proprietary data, and the answer has to be structural.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The approach she describes is built on retrieval-augmented generation. Rather than drawing on the general data a model was trained on, the system retrieves exclusively from approved, client-provided material held in secure knowledge bases.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The second half matters as much as the first: these systems don&#8217;t learn from client data. It stays isolated and isn&#8217;t used to train the underlying models. Nataliya&#8217;s question was whether that amounts to a short memory. Anna confirmed it does \u2014 which is the tradeoff being made deliberately.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Traceability Over Accuracy Claims<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hallucination is the other standing concern. Anna&#8217;s answer isn&#8217;t that the risk disappears; it&#8217;s that high-quality validated data reduces it substantially, and that traceability handles what remains.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Every output carries references back to source \u2014 what she describes as complete linkage of all documents used to generate each sentence. In an environment where claims have to be verifiable, that&#8217;s the property that matters. A system that&#8217;s usually right without showing its work is less useful than one whose reasoning can be inspected.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Structure Instead of Prompting Skill<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nataliya raised the practical version of the problem: using general-purpose tools produces inconsistency, and the manual correction eats the time saved.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anna&#8217;s answer is that consistency comes from constraining the workflow rather than improving the prompt. Predefined prompt cards and guided actions walk users through content creation instead of starting from a blank field. Master templates \u2014 HTML structures with approved design elements and content blocks \u2014 hold both visual consistency and regulatory compliance in place.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prompting itself gets addressed the same way. Crafting a good prompt is a real skill, and best practice increasingly means long, complex instructions that most users won&#8217;t write. Prompt libraries configured per client remove that requirement: pre-built prompts aligned to specific workflows, whether generating an email, adapting existing material, or building a campaign. Users select from the library or follow the system&#8217;s suggested next step.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There&#8217;s a reuse argument underneath this too. Pharma companies already hold enormous quantities of produced content, and Anna&#8217;s emphasis is on giving those assets another life by adapting them across channels and formats rather than generating from zero.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why Who Builds It Matters<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nataliya raised the underrepresentation of women in AI development. Anna&#8217;s response moved past representation as a fairness question into what it does to system behavior.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI is not just an algorithm. It is a system designed by humans and trained on human data.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her examples are documented ones \u2014 systems trained on historical hiring data reproducing a preference for male candidates. The data reflected what actually happened, which is precisely the problem. Without diverse input at the design stage, historical inequality gets encoded as forward-looking logic.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her conclusion is direct: if only men build these systems and only male-centered data feeds them, the output will reflect that.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>A Note on Getting Into the Field<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Anna&#8217;s own path started at university, with encouragement from her father \u2014 his prediction being that if she finished her studies she&#8217;d be an excellent engineer within a few years. She found the work absorbing once she started. &#8220;It&#8217;s its own world.&#8221;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Trust Actually Rests On<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The conversation lands on a straightforward point: trust in AI systems doesn&#8217;t come from claims about them. It comes from architecture that isolates data, outputs that can be traced to sources, workflows structured so users don&#8217;t have to be experts to get compliant results, and development teams diverse enough to catch what a narrower group wouldn&#8217;t.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Those are engineering decisions and hiring decisions, which is what makes them checkable.<\/p>\n<\/div><\/section>\n\n\n<section class=\"pt-related-episodes\" style=\"--pt-related-bg:#264cb8;color:#082480;--pt-related-title-color:#eff2ef;--pt-related-padding-top:50px;--pt-related-padding-bottom:60px;--pt-related-padding-x:0px\">\n            <div class=\"container\">\n                        <div class=\"pt-related-episodes__header\">\n                <h2 class=\"pt-related-episodes__title\">Our Latest Pharma Talk Episodes<\/h2>\n            <\/div>\n                <div class=\"pt-related-episodes__grid\">\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-1200x675.png 1200w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">August 25, 2026<span class=\"pt-episode-card__duration\">9 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\">Agentic AI Doesn&#8217;t Answer Questions \u2014 It Takes Action\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Michal Dojlidko<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">Product and Engineering Director<\/p><p class=\"pt-episode-card__guest-meta-company\">GSK<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-medical-affairs-leadership\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1-300x169.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1-1024x576.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1-768x432.png 768w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-real-reason-1200x675-1.png 1200w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">August 20, 2026<span class=\"pt-episode-card__duration\">6 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-medical-affairs-leadership\/\">The Real Reason Medical and Commercial Teams Stay Stuck in Silos\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Laragh De Bhulbh<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">Pharma Brand Strategist<\/p><p class=\"pt-episode-card__guest-meta-company\">WOLF MEDICAL<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-medical-affairs-leadership\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-300x169.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-1024x576.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-768x432.png 768w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-1536x864.png 1536w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-2048x1152.png 2048w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">May 29, 2026<span class=\"pt-episode-card__duration\">12 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\">Why Western Campaign Logic Breaks in Asian Markets\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Gwenael Meneux, Bruno Senouci<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">CO-CEO, CO-CEO<\/p><p class=\"pt-episode-card__guest-meta-company\">drcom<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                    <\/div>\n            <\/div>\n    <\/section>\n\n\n<style id=\"pharmatalks-content-split-style\">.pt-split__container.container{max-width:var(--pt-split-container-width,var(--container-width))}@media (width >= 1440px){.pt-split__container.container{overflow:hidden}}.pt-split{background-color:var(--pt-split-bg,transparent);background-repeat:var(--pt-split-bg-repeat,no-repeat);padding-bottom:var(--pt-split-padding-bottom,64px);padding-top:var(--pt-split-padding-top,64px)}.pt-split figure{margin:0}.pt-split__inner{display:flex;flex-direction:column;gap:var(--pt-split-mobile-gap,var(--pt-split-gap,120px))}@media (width >= 1440px){.pt-split__inner{margin:0 -20px}}.pt-split__inner .pt-split__col{height:fit-content}.pt-split__col--left{background-color:var(--pt-split-col-left-color,transparent);background-image:var(--pt-split-col-left-image,none);background-position:var(--pt-split-col-left-pos,center);background-repeat:var(--pt-split-col-left-repeat,no-repeat);background-size:var(--pt-split-col-left-size,auto);border-radius:var(--pt-split-col-left-border-radius,0);padding:var(--pt-split-col-left-padding-top,0) var(--pt-split-col-left-padding-right,0) var(--pt-split-col-left-padding-bottom,0) var(--pt-split-col-left-padding-left,0)}.pt-split__col--right{background-color:var(--pt-split-col-right-color,transparent);background-image:var(--pt-split-col-right-image,none);background-position:var(--pt-split-col-right-pos,center);background-repeat:var(--pt-split-col-right-repeat,no-repeat);background-size:var(--pt-split-col-right-size,auto);border-radius:var(--pt-split-col-right-border-radius,0);padding:var(--pt-split-col-right-padding-top,0) var(--pt-split-col-right-padding-right,0) var(--pt-split-col-right-padding-bottom,0) var(--pt-split-col-right-padding-left,0)}@media (min-width:998px){.pt-split__inner{gap:var(--pt-split-gap,120px)}}@media (max-width:997px){.pt-split{padding-bottom:var(--pt-split-mobile-padding-bottom,var(--pt-split-padding-bottom,64px));padding-top:var(--pt-split-mobile-padding-top,var(--pt-split-padding-top,64px))}.pt-split__col--left{padding:var(--pt-split-col-left-mobile-padding-top,var(--pt-split-col-left-padding-top,0)) var(--pt-split-col-left-mobile-padding-right,var(--pt-split-col-left-padding-right,0)) var(--pt-split-col-left-mobile-padding-bottom,var(--pt-split-col-left-padding-bottom,0)) var(--pt-split-col-left-mobile-padding-left,var(--pt-split-col-left-padding-left,0))}.pt-split__col--right{padding:var(--pt-split-col-right-mobile-padding-top,var(--pt-split-col-right-padding-top,0)) var(--pt-split-col-right-mobile-padding-right,var(--pt-split-col-right-padding-right,0)) var(--pt-split-col-right-mobile-padding-bottom,var(--pt-split-col-right-padding-bottom,0)) var(--pt-split-col-right-mobile-padding-left,var(--pt-split-col-right-padding-left,0))}.pt-split--mobile-left-top .pt-split__col--left{order:1}.pt-split--mobile-left-top .pt-split__col--right,.pt-split--mobile-right-top .pt-split__col--left{order:2}.pt-split--mobile-right-top .pt-split__col--right{order:1}.pt-split__inner .wp-block-image img{margin:0 auto}}@media (min-width:998px){.pt-split__inner{display:flex;flex-direction:row}.align-bottom .pt-split__inner{align-items:flex-end}.pt-split__col--left{flex:var(--pt-split-left-ratio,40) 1 0;min-width:0}.pt-split__col--right{flex:var(--pt-split-right-ratio,60) 1 0;max-width:var(--pt-split-right-max-width,none);min-width:0}.pt-split__col--right .pt-split__col--right-container,.pt-split__col--right>.wp-block-group__inner-container{max-width:100%}.pt-split--desktop-right-left .pt-split__col--left{order:2}.pt-split--desktop-right-left .pt-split__col--right{order:1}}<\/style>\n<section class=\"wp-block-pharmatalks-content-split pt-split pt-split--mobile-left-top pt-split--desktop-left-right\" style=\"--pt-split-gap:48px;--pt-split-padding-top:64px;--pt-split-padding-bottom:64px;--pt-split-left-ratio:28;--pt-split-right-ratio:72;--pt-split-container-width:1240px;color:#082480;--pt-split-col-left-color:#274db800;--pt-split-col-left-image:url(https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/bg-pharma.png);--pt-split-col-left-size:cover;--pt-split-col-left-pos:center;--pt-split-col-left-repeat:no-repeat;--pt-split-col-left-padding-top:52px;--pt-split-col-left-padding-right:63px;--pt-split-col-left-padding-bottom:63px;--pt-split-col-left-padding-left:44px;--pt-split-col-left-border-radius:16px;--pt-split-col-right-padding-top:0px;--pt-split-col-right-padding-right:0px;--pt-split-col-right-padding-bottom:0px;--pt-split-col-right-padding-left:0px;--pt-split-col-right-border-radius:0px\"><div class=\"container pt-split__container\"><div class=\"pt-split__inner\">\n<div id=\"subscribe\" class=\"wp-block-group pt-split__col pt-split__col--left\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-pharmatalks-split-heading pt-split-heading pt-split-heading--base pt-split-heading__inner\" style=\"--pt-split-heading-fs:56px;--pt-split-heading-fs-mobile:36px;--pt-split-heading-color:#264cb8;--pt-split-heading-mb:8px;--pt-split-heading-lh:1.2;--pt-split-heading-fw:500\">Subscribe<\/h2>\n\n\n\n<div class=\"wp-block-pharmatalks-split-text pt-split-text pt-split-text--base\" style=\"--pt-split-text-fs:18px;--pt-split-text-color:#082480;--pt-split-text-mb:24px;--pt-split-text-lh:1.2\"><div class=\"pt-split-text__inner\">To Get Pharma Talks Episodes Straight To Your Inbox.<\/div><\/div>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f96-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"96\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/?rest_route=%2Fwp%2Fv2%2Fepisode%2F859#wpcf7-f96-o1\" method=\"post\" class=\"wpcf7-form init\" id=\"96\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"96\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f96-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"notify-form\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Get the latest drop\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n\t<\/p>\n\t<p> &nbsp;\n\t<\/p>\n\t<div class=\"acceptance\">\n\t\t<p>We use the details you submit to review your application and to contact you about appearing on PharmaTalks. If we go ahead, we will agree the terms of the recording with you separately, including the permissions we need to publish the episode. See the Privacy Policy for how we handle your data and the rights you have.\n\t\t<\/p>\n\t\t<p> &nbsp;\n\t\t<\/p>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-554\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-554\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I confirm I have read the <a href=\"\/privacy-policy\/\" style=\"text-decoration:underline\">Privacy Policy<\/a> and understand how Viseven Europe O\u00dc will process my personal data.<\/span><\/label><\/span><\/span><\/span><span class=\"wpcf7-form-control-wrap\" data-name=\"marketing_status\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"marketing_status\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I would like to receive marketing communications from Viseven Europe O\u00dc and its Affiliates.<\/span><\/label><\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p> &nbsp;\n\t<\/p>\n\t<p><span class=\"submit\"><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Notify me\" \/><\/span>\n\t<\/p>\n<\/div>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Pharma Talks Newsletter\" type=\"hidden\" name=\"pageTitle\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"pageUrl\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" id=\"offerType\" value=\"0\" type=\"hidden\" name=\"offerType\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group pt-split__col pt-split__col--right\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group pt-split__col--right-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-pharmatalks-faq pt-faq\" style=\"--pt-faq-bg:#f0f2f000;--pt-faq-text:#082480;--pt-faq-title-align:left;--pt-faq-padding-top:51px;--pt-faq-padding-bottom:64px\"><div class=\"container\"><div class=\"pt-faq__inner\"><h2 class=\"pt-faq__title\">FAQ<\/h2><div class=\"pt-faq__list\"><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">What\u00a0is\u00a0Pharma Talks about?<\/summary><div class=\"pt-faq__answer\">Pharma Talks is a\u00a0pharma\u00a0podcast\u00a0where industry leaders discuss life sciences, commercialization, tech adoption,\u00a0digital transformation,\u00a0and leadership.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Who\u00a0are\u00a0Pharma Talks\u00a0for?<\/summary><div class=\"pt-faq__answer\">This\u00a0pharma\u00a0marketing\u00a0podcast\u00a0is for life sciences professionals, pharma leaders, marketers, medical teams, and innovators who want to grow and refuse to accept the industry status quo.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Who is the Pharma Talks host?\u00a0<\/summary><div class=\"pt-faq__answer\">This\u00a0pharmaceutical\u00a0podcast\u00a0is hosted by Nataliya Andreychuk,\u00a0founder and CEO of\u00a0Viseven, a global company that helps life sciences brands\u00a0reach\u00a0HCPs and patients\u00a0faster with\u00a0compliant\u00a0and impactful\u00a0content. She is also a LinkedIn voice in the industry, a member of the Forbes Agency Council, and a frequent speaker at industry events. Nataliya brings more than 20 years of experience in marketing and life sciences.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Can I become a guest\u00a0at\u00a0Pharma Talks?<\/summary><div class=\"pt-faq__answer\">If you have experience\u00a0in pharma\u00a0and life sciences\u00a0or have founded a\u00a0brand, platform, or media, you can apply to be a guest and share your story with our audience.\u00a0<\/div><\/details><\/div><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What\u00a0is\u00a0Pharma Talks about?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Pharma Talks is a\u00a0pharma\u00a0podcast\u00a0where industry leaders discuss life sciences, commercialization, tech adoption,\u00a0digital transformation,\u00a0and leadership.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Who\u00a0are\u00a0Pharma Talks\u00a0for?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"This\u00a0pharma\u00a0marketing\u00a0podcast\u00a0is for life sciences professionals, pharma leaders, marketers, medical teams, and innovators who want to grow and refuse to accept the industry status quo.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Who is the Pharma Talks host?\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"This\u00a0pharmaceutical\u00a0podcast\u00a0is hosted by Nataliya Andreychuk,\u00a0founder and CEO of\u00a0Viseven, a global company that helps life sciences brands\u00a0reach\u00a0HCPs and patients\u00a0faster with\u00a0compliant\u00a0and impactful\u00a0content. She is also a LinkedIn voice in the industry, a member of the Forbes Agency Council, and a frequent speaker at industry events. Nataliya brings more than 20 years of experience in marketing and life sciences.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Can I become a guest\u00a0at\u00a0Pharma Talks?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"If you have experience\u00a0in pharma\u00a0and life sciences\u00a0or have founded a\u00a0brand, platform, or media, you can apply to be a guest and share your story with our audience.\u00a0\"}}]}<\/script><\/div><\/div><\/section>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":1243,"template":"","meta":{"pt_page_bg_color":"#eff2ef","pt_page_bg_image_id":567,"pt_page_bg_image_url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Rectangle-1399-4.webp","pt_page_bg_image_size":"cover","pt_page_bg_image_position":"center","pt_page_bg_image_repeat":"no-repeat","pt_page_bg_fixed":true,"pt_page_text_color":""},"episode_topic":[],"class_list":["post-859","episode","type-episode","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Agentic AI Earns Trust in Regulated Environments<\/title>\n<meta name=\"description\" content=\"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Agentic AI Earns Trust in Regulated Environments\" \/>\n<meta property=\"og:description\" content=\"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/\" \/>\n<meta property=\"og:site_name\" content=\"PharmaTalks\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-04T10:30:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1350\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/\",\"name\":\"How Agentic AI Earns Trust in Regulated Environments\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png\",\"datePublished\":\"2026-04-24T15:08:00+00:00\",\"dateModified\":\"2026-09-04T10:30:45+00:00\",\"description\":\"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/#primaryimage\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png\",\"contentUrl\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png\",\"width\":2400,\"height\":1350},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/agentic-ai-in-pharma\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/pharma-talks.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Episodes\",\"item\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"How Agentic AI Earns Trust in Regulated Environments\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/#website\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/\",\"name\":\"Pharmatalks dev\",\"description\":\"Exploring Pharma &amp; Life Sciences Podcasts\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pharma-talks.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Agentic AI Earns Trust in Regulated Environments","description":"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"How Agentic AI Earns Trust in Regulated Environments","og_description":"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.","og_url":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/","og_site_name":"PharmaTalks","article_modified_time":"2026-09-04T10:30:45+00:00","og_image":[{"width":2400,"height":1350,"url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/","url":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/","name":"How Agentic AI Earns Trust in Regulated Environments","isPartOf":{"@id":"https:\/\/pharma-talks.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/#primaryimage"},"image":{"@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/#primaryimage"},"thumbnailUrl":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png","datePublished":"2026-04-24T15:08:00+00:00","dateModified":"2026-09-04T10:30:45+00:00","description":"AI solutions architect Anna Shavurska on retrieval-based architecture, why traceability matters more than accuracy claims, and how bias enters at design.","breadcrumb":{"@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/#primaryimage","url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png","contentUrl":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Building-Trust-in-Agentic-AI-in-Pharma-Pharma-Talks-2.png","width":2400,"height":1350},{"@type":"BreadcrumbList","@id":"https:\/\/pharma-talks.com\/episodes\/agentic-ai-in-pharma\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/pharma-talks.com\/"},{"@type":"ListItem","position":2,"name":"Episodes","item":"https:\/\/pharma-talks.com\/episodes\/"},{"@type":"ListItem","position":3,"name":"How Agentic AI Earns Trust in Regulated Environments\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/pharma-talks.com\/#website","url":"https:\/\/pharma-talks.com\/","name":"Pharmatalks dev","description":"Exploring Pharma &amp; Life Sciences Podcasts","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pharma-talks.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/episode\/859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/episode"}],"about":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/types\/episode"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/media\/1243"}],"wp:attachment":[{"href":"https:\/\/pharma-talks.com\/?rest_route=%2Fwp%2Fv2%2Fmedia&parent=859"}],"wp:term":[{"taxonomy":"episode_topic","embeddable":true,"href":"https:\/\/pharma-talks.com\/?rest_route=%2Fwp%2Fv2%2Fepisode_topic&post=859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}